I have this awesome Python library that -- wait, are you on 2 or 3?
I assume you know nothing about programming and want to try and make something with the world’s programming sweetheart — Python.
Sometimes the best way to learn how to code something is by looking at an example, so we’ve created a sample application on GitHub.
Programming has been one of the most in-demand and highly-paid skills for the last two decades, and the demand is only increasing. In addition to this demand and popularity in the market, working as a developer also provides a lot of flexibility. You can work from wherever you want and contribute to projects all around the world. All of these reasons make software development highly compatible with the freelancing lifestyle.
Originally published on melvinkoh.me
Ever since Google Web Search API deprecation in 2011, I've been searching for an alternative. I need a way to get links from Google search into my Python script. So I made my own, and here is a quick guide on scraping Google searches with requests and Beautiful Soup.
Replicating human interaction and behavior is what artificial intelligence has always been about. In recent times, the peak of technology has well and truly surpassed what was initially thought possible, with countless examples of the prolific nature of AI and other technologies solving problems around the world.
The Python TypeError: 'int'object is not interable is a common error that can be caused by using a loop without the range() method. It can be easily fixed.
Python, a programming language that has long been hailed as being both capable and easy to learn & understand the code, it is available to both Windows, Linux/Unix, Mac OS X & other platform users who can now download an official Python package from the Python Software Foundation page. Python comes preinstalled on most Linux distributions like Ubuntu releases, but in Microsoft’s Windows operating systems we need to install & configure explicitly.
Deep comparison of two well-known programming languages: Node.js and Python. Learn more about their pros, cons, use cases, and other important criteria.
Today I'm open sourcing "Grid studio", a web-based spreadsheet application with full integration of the Python programming language.
The following is a list of the top 10 programming languages in 2022:
In this article, I demonstrate how you can setup and maintain a python friendly development environment from within Atom. Ideally, a developer wants to reduce the amount of window/application switching as much as possible and create repeatable workflows.
Generating an immeasurable amount of data has become a need to develop more advanced and sophisticated machine learning techniques. Boosting machine learning is one such technique that can be used to solve complex data-driven real-world problems.
Technology has made our lives easier with several forms of implementation that are seen in different professional fields. As most individuals began to efficiently program computers, programming languages with powerful tendencies and functionalities were born.
As an aspiring data scientist, the best way for you to increase your skill level is by practicing. And what better way is there for practicing your technical skills than making projects.
This article addresses misconceptions and the realities of Python compilers and libraries that enable the writing of ultra-fast programs.
Recently at my workplace our IT team finally upgraded our distributed Python versions to 3.5.0. While this is a huge upgrade from 2.6, this still came with some growing pains. Unfortunately, Python 3.5.0 doesn’t meet some of the minimum requirements of some popular libraries, including aiohttp.
Financial market data is one of the most valuable data in the current time. If analyzed correctly, it holds the potential of turning an organisation’s economic issues upside down. Among a few of them, Yahoo finance is one such website which provides free access to this valuable data of stocks and commodities prices. In this blog, we are going to implement a simple web crawler in python which will help us in scraping yahoo finance website. Some of the applications of scraping Yahoo finance data can be forecasting stock prices, predicting market sentiment towards a stock, gaining an investive edge and cryptocurrency trading. Also, the process of generating investment plans can make good use of this data!
Using access modifiers is part of the daily job of any OOP developer but things are a bit complex in python, or maybe a bit simpler.
Linear regression is a common machine learning technique that predicts a real-valued output using a weighted linear combination of one or more input values.
Genetic Algorithms , also referred to as simply “GA”, are algorithms inspired in Charles Darwin’s Natural Selection theory that aims to find optimal solutions for problems we don’t know much about. For example: How to find a given function maximum or minimum, when you cannot derivate it? It is based on three concepts: selection, reproduction, and mutation. We generate a random set of individuals, select the best ones, cross them over and finally, slightly mutate the result - over and over again until we find an acceptable solution. You can check some comparisons on other search methods on Goldberg's book.
Photo by Chris Ried on Unsplash
In this article, I will show how you can use python to download a YouTube video as audio in a matter of few seconds using youtube-dl python wrapper.
Creating a Python Virtual environment will allow you to work on an isolated copy of Python for specific projects without interfering or impacting the working of other ongoing projects.
Do you know the machine learning global market is estimated to reach $30.6 billion by 2024? This marvellous growth is the outcome of Omni-presence of artificial intelligence and its trending subset; machine learning.
In this tutorial we will see how you can make your first REST API for Machine Learning Model using FLASK. We will start by creating machine learning model. Then we will see step-by-step procedure to create API using Flask and test it using Postman.
In this article, we will learn to remove commas from strings using the python program. We will create a program using different methods and using different func
Learn to create a Python bot that plays an online game and achieves the highest score in the leaderboard beating humans.
Processing large data, e.g. for cleansing, aggregation or filtering is done blazingly fast with the Polars data frame library in python thanks to its design.
Don't waste time! Learn how to install Django and Python quickly with this tutorial!
Transcriber with PyAudio and DeepSpeech in 70 lines of Python code.
Learn how to build a tip calculator with an intelligent and thoughtful way to divide payments amongst friends, no matter the number
Web apps are still useful tools for data scientists to present their data science projects to the users. Since we may not have web development skills, we can use open-source python libraries like Streamlit to easily develop web apps in a short time.
In this tutorial, you’re going to learn how to extract all links from a given website or URL using BeautifulSoup and requests.
Microsoft announced some time ago that Coded UI automation was being deprecated - and that the recommended replacement for testing was Appium with WinAppDriver.
Remember the good old days when you were passing love notes to your crush across the classroom?
Classification algorithms learn how to assign class labels to examples (observations or data points), although their decisions can appear opaque.
Hi Folks !! Hope you all computer geeks are doing well . In this post, we will discuss about how to get data from any API using any programming language . Yes ! You read it right !! Well, i will be using JavaScript and Python in here but you can use any language of your choice.
OpenBB Terminal 2.0 is more than an application, it’s a platform.
The question of from-scratch implementation vs Python library comes up once in a while, no matter the goal of your project.
Everyone is saying that programming languages are similar, but just how similar? Does it mean that if you know one programming language you know all the others?
FLET enables developers to easily build real-time web, mobile, and desktop apps in Python.
What if I would ask an artificial intelligence to writa game for me? Is it hard? Will it work? I'm using Github Copilot to try it out.
Data science and machine learning are the two main things Python is perfect for. Code simplicity, higher salary, and automation are just some of the best reasons to Learn Python, if you're on the fence about it.
Scraping is extracting data from websites. In this article, I will show you how to scrape links from a test e-commerce site with Python 3.
Python Is beginner-friendly, has a strong ecosystem, and is a popular choice for AI, research, and automation. Here's how to teach yourself python online.
Learn to build AI ruled-based chatbot with a simple tutorial that can be showcased in your Portfolio.
Top 10 Programming Languages - 1: Python, 2: JavaScript, 3: Java, 4: C#, 5: C, 6: C++, 7: Go, 8: PHP, 9: Perl, 10: Swift...
We all know that Data structures and Algorithms are the backbone of every concept we use. There are many concepts involved in Data structures and algorithms (for the sake of convenience, I'll use DSA). There will be many questions for a beginner like how to start learning DSA, as there are many concepts involved and he/she might get confused at the start. In this post, we are going to see a roadmap for learning DSA, which worked out for my friends. I am not saying that this is the perfect roadmap for DSA. You can use your own plans also but this is just an idea. So let's get started.
There are circumstances when tasks (Spark action, e.g. save, count, etc) in a PySpark job can be spawned on separate threads. Doing so, optimizes distribution of tasks on executor cores.
I find the Monty Hall Problem one of the most fascinating brain teasers, because it seems deceivingly simple. When Marilyn Von Savant, the woman with the highest IQ, answered this brainteaser correctly in 1991, she was inundated with over 10,000 letters from academics and Ph.Ds criticizing her “error”, only to be proven later that she was correct.
In this article, you’ll learn what the functional paradigm is and how to use functional programming in Python. You’ll also learn about list comprehensions and other forms of comprehensions.
La necesidad de extraer datos de sitios web está aumentando. Cuando realizamos proyectos relacionados con datos, como el monitoreo de precios, análisis de negocios o agregador de noticias, siempre tendremos que registrar los datos de los sitios web. Sin embargo, copiar y pegar datos línea por línea ha quedado desactualizado. En este artículo, le enseñaremos cómo convertirse en un "experto" en la extracción de datos de sitios web, que consiste en hacer web scraping con python.
Are you the kind of person that always forgets their friends’ birthdays? Do you find yourself scrolling through Facebook, wincing at the realization that you didn’t post a congratulatory message yesterday on your bestie’s wall? And what use is that tiny ‘birthday’ tab that Facebook so helpfully sequesters in the top right corner of my Newsfeed. No big deal, right? Wrong. You might not have remembered their birthday, but they will definitely remember that you didn’t remember to remember it - and bye, bye, bestie. But don’t panic - here lies the solution to your woes, and it's also pretty easy.
Pynecone is an open-source framework to build web apps in pure Python and deploy with a single command.
How to become a Python Programmer in 2020?
Create a random password generator using Python by generating a combination of letters, numbers, and symbols as characters scrambled together
If you are a beginner and just started machine learning or even an intermediate level programmer, you might have been stuck on how do you solve this problem. Where do you start? and where do you go from here?
Since the market crashed in March of 2020 the rebound has been swift and irrational.
Brief reviews on popular Python compilers like Cython, PyPy, and the default Python interpreter CPython.
A bite-sized introduction to building web app user interfaces with nothing but Python.
From this article you’ll learn how tо create Discord bot and add it to the Server; get the full list of channels from the server; get a snapshot of Discord memb
You can automate sending out SMS messages with any language.
The circuit breaker is a design pattern, used extensively in distributed systems to prevent cascading failures. In this post, we’ll go through the problem of cascading failures and go over how the circuit breaker pattern is used.
I always wanted to learn programming. Writing codes, making algorithms always excited me. Being a mechanical engineer, I was never taught these subjects in depth.
The fastest way to learn how Blockchains work is to build one
The workflow for building machine learning models often ends at the evaluation stage: you have achieved an acceptable accuracy, and “ta-da! Mission Accomplished.”
The current software development ecosystem moves fast and it seems older frameworks like Django or Rails becoming absolute, but it is a huge underestimation! Django is one of the unique frameworks that I like to use - first of all because it contains everything in it, with just a few simple configurations.
In this article, we are going to explain the growing importance of developing mobile app using Python along with its popular frameworks, features & advantages.
In this article, we’ll attempt to hack a Bluetooth speaker using my knowledge of CyberSecurity.
What if a customer asks a question, you could easily find previously asked similar questions and answers that could help them?
Most people would think I was crazy for starting 2020 as a college dropout (sorry mom!), but I wish I made this decision sooner.
Best practices for a manageable, scalable, and easily understandable Python project structure
Disclaimer: This blog is not about the zen of python. This blog is about solving problems in python in a simple and easy way. This blog is also about the tricks and code paradigms that you might see in other people code.Lets get started !!
In this article, we cover how to use pipeline patterns in python data engineering projects. Create a functional pipeline, install fastcore, and other steps.
Data analytics is used for transforming raw data into useful insights.
Here is a list of the ten highest-ranked Python frameworks on GitHub.
Welcome back to Essential Algorithms, where I go over the many, many different algorithms every programmer should know and understand. Today's algorithm is the dead-simple, yet terribly inefficient, Bubble Sort.
How To Automatically Register All Models In Django Admin?
Have you ever felt that you are not coding Python as productive as you want to be? Python avoids repetition to do more work with less code.
Project Link: https://github.com/Joker666/microservice-demo/
A stack is a data structure in which items are added and removed from the same point. It's kind of a one way storage system. Also known as LIFO data structure.
How to "instantly" create a front-end for your Python program.
Python was originally conceptualized by Guido van Rossum in the late 1980s as a member of the National Research Institute of Mathematics and Computer Science. Initially, it was designed as a response to the ABC programming language that was also foregrounded in the Netherlands. Among the main features of Python compared to the ABC language was that Python had exception handling and was targeted for the Amoeba operating system (go Python!).
Prerequisites
Sequel to the last article: We will be building a machine learning API that will predict whether a candidate will or will not be hired.
Today I’m going to share with you how to build a simple desktop application to identify and track country information from phone numbers.
Type Annotation are a quick way to validate the actual type of the variables or arguments that are being passed to the functions it is also called type hinting.
Cryptocurrency portfolios can change dramatically at the blink of an eye. With my free crypto portfolio analyzer, you can keep track of your crypto investments.
Learn about functional programming, pure functions, map(), filter(), zip(), reduce() concepts
On my self-taught programming journey, my interests lie within machine learning (ML) and artificial intelligence (AI), and the language I’ve chosen to master is Python.
We human beings are depending so much on digital and smart devices. And all these devices are creating data at a very fast rate. According to an article on Forbes more than 90% of the world data has been created in past 2 to 3 years.
We will train a simple neural network to solve the OpenAI CartPole game using a genetic algorithm, PyTorch, and PyGAD.
PostgreSQL replication using python and RabbitMQ for providing your database server with High Availability by easily making replicas of your master server.
We will be building a machine learning model that will predict whether a candidate will or will not be hired based on his or her credentials.
Lambda expressions in python are one-time anonymous functions which we don’t need more than once.
The complexity of modern web apps lies far beyond creating eye-catching user interfaces with countless elements. To enable lag-free experience and effortless scalability, it’s important to pay due attention to the architecture design, which can be pretty challenging. Under the hood of a full-featured online app, different frameworks and libraries can peacefully coexist with different programming languages used to build software. Since the equation may contain so many variables, it’s essential to master your knowledge of each potential system component to know when and why to use them.
The 2019–20 coronavirus pandemic is an ongoing pandemic of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The outbreak was first identified in Wuhan, Hubei, China, in December 2019, and was recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020.
If you are looking for the best Free Python courses that you can use to expand your Python knowledge, you have come to the right place! If you aren’t sure that you are ready to step into the world of Python, be sure to check out the 6 Things To Know Before You Start Learning Python to make sure that you are starting in the right place.
Dependency Injection(DI) is a set of software design principles that enable engineers to develop loosely coupled code. This stack overflow post is the best ELI5 description of DI:
These days, machine learning and computer vision are all the craze. We’ve all seen the news about self-driving cars and facial recognition and probably imagined how cool it’d be to build our own computer vision models. However, it’s not always easy to break into the field, especially without a strong math background. Libraries like PyTorch and TensorFlow can be tedious to learn if all you want to do is experiment with something small.
UI designer Jessica Williamson redesigns the Python logo and receives 7000 upvotes on Reddit.
The Python programming language has become one of the most popular among web developers over the past few years. The diversity of its frameworks, cross-platform ability, and simple syntax attract thousands of new fans daily. Here we will talk about the most popular Python for web development frameworks, which ones you should choose for your projects, and why Python deserves a place in your knowledge arsenal.
Ever since its inception in the year 1089 by Guido Van Rossum, the programming language Python has along far away. Sheldon did its creator knew that Python would in today's world be utilized for a variety of purposes such as research, development, scripting, among many others. Built as a successor in the ABC language, Python does not just find its applications in software development but also in research.
Many people, especially beginners, think that developing a website is purely about coding, but it’s not like that. There a lot of other things that you need to do if you wanna create at least a decent website. The part when you actually make a website with code or with WordPress or some other CMS is just a small part.
Since its advent in 1991, Python has been the choice of coders due to its simple features that include ease of understanding and readability of code but not limited to just that. There have been lots of changes in the codebase over time due to the contribution from developers worldwide. Simple syntax and faster execution make Python a favorable language among programmers. It is used widely to create websites and primarily in big data operations. To make the task of running Python programs easier, many IDEs have been developed for programmers. These environments are equally suitable for beginners and advanced coders with a variety of in-built extensions, libraries, and plugins to ease the task of program execution. Let's walk you through these six IDEs that can ease your work with Python:
Many people, including me, use a combination of libraries to work on the images, such as: OpenCV itself, Dlib, Pillow etc. But this is a very confusing and problematic process. Dlib installation, for example, can be extremely complex and frustrating.
In this article, we are going to build a simple Ethereum wallet from scratch using Python. During the process, we will use some cryptography and try to interact with the Ethereum blockchain. In part 1, we will generate a key pair which is compatible with the Ethereum protocol, obtain the Ethereum address from the public key and encrypt the private key using a password.
ReactJS is a fantastic frontend framework, and Django is a fantastic backend framework. However, as usual when dealing with anything of more than trivial complexity, it isn’t easy to get the two to place nicely together. It's not like taping a banana to a wall.
If you are a Python programmer, it is quite likely that you have experience in shell scripting. It is not uncommon to face a task that seems trivial to solve with a shell command. Therefore, it is useful to be familiar with how to call these commands efficiently from your Python code and know their limitations.
How Jupyter Notebooks played an important role in the incredible rise in popularity of Data Science and why they are its future.
This expensive trap is easily avoided by approaching problems from the right mindset.
We will be building a machine learning React frontend that will predict whether a candidate will or will not be hired based on his or her credentials.
Researchers have been studying the possibilities of giving machines the ability to distinguish and identify objects through vision for years now. This particular domain, called Computer Vision or CV, has a wide range of modern-day applications.
In this tutorial, I will guide you on how to detect emotions associated with textual data and how can you apply it in real-world applications.
Like lists comprehensions and lambda functions python one line codes can save a lot of time and space so how you can master them?
For those times, when you ought to do things which you don’t want to do.
We create Generative Art with Python. No paintbrush required! In this tutorial, we're going to be using four pieces of code - painter, utils, numpy, and more.
The goal of SEO is to get your website to the top of the search engine. One excellent way of tracking SEO progress is by checking the Search engine result pages (SERPs) of a website.
Django is a web framework for perfectionists with deadlines.Using it you can create many cool projects. It was designed to make common web development tasks fast and easy.
Many of us struggle to focus nowadays, easily distracted by Social media and some sites on the internet which dramatically affecting our productivity. In this tutorial, you will learn and build your own website blocker to block certain selected sites that distract you during working hours.
Today, we are gonna learn how to apply coding skills to cryptography, by performing image-based stenography which hiding involves secret messages in an image.
Stenography has been used for quite a while. Since World War II, it was heavily used for communication among allies so as to prevent the info being captured by enemies
La necesidad de extraer datos de sitios web está aumentando. Cuando realizamos proyectos relacionados con datos, como el monitoreo de precios, análisis de negocios o agregador de noticias, siempre tendremos que registrar los datos de los sitios web. Sin embargo, copiar y pegar datos línea por línea ha quedado desactualizado. En este artículo, le enseñaremos cómo convertirse en un "experto" en la extracción de datos de sitios web, que consiste en hacer web scraping con python.
If you care about your security on the web, you probably use a Two-Factor authentication (2FA) method to protect your accounts. There are various 2FA methods available out there, a combination of password + fingerprint, for example, is one of them. However, since not so many people have a fingerprint reader available all the time, one of the most popular 2FA methods today is to use an authenticator app on your cellphone to generate a temporary password that expires within a minute or even less. But, how does this temporary password, called Time-Based One-Time Password (TOTP) works, and how can I implement that on my own service?
Here I’m assuming you already have your basic Django project setup. And, already know what Celery is? if not, I’ll suggest getting a basic understanding of it here. So let’s just directly jump into the steps.
To learn coding is not just being familiar or comfortable with the syntax but to understand the logic and improve logical and analytical skills. Every programming language has advantages and disadvantages but the basics are the same to a certain extent. We all know that the best method to learn a programming language is writing codes in it. It is also known that the key developers not just write the code but enjoy doing it. If the basics are not sorted, advanced programming tends to be boring.
Even though malicious Python packages are found every day by our security researchers, a new type of malware we call RAT mutants is catching our attention.
When normal people want to learn typing, they use softwares like Typing master. But since we are programmers, we can use our knowledge to write our own typing tutor app. Python, as always will be best for this purpose as it is easy to understand and provides a lot of libraries for our specific purpose. So lets begin!
Create a Cleaner Code of If-Else Functions with Dictionaries
A memory error occurs when an operation runs out of memory. It’s most likely because you’re using a 32-bit Python version.
3x+1 or Collatz conjecture is a simple maths problem that can easily be implemented using a simple while loop in Python.
Anscombe’s quartet comprises four data sets that have nearly identical simple descriptive statistics, yet have very different distributions and appear very different when graphed. — Wikipedia
Flexible and scalable template based on PyTorch Lightning and Hydra. Efficient workflow and reproducibility for rapid ML experiments.
Docker, along with Docker Compose are the most used tools under the DevOps category, according to The State of Developer Ecosystem 2019 survey by JetBrains. Chances are if you're using Docker/Docker Compose for deployment, you'll most likely be using them for local development as well. If you only use Docker for deployment but a virtual environment for local development, you may want to look into using Docker for development to reduce the parity between dev/prod environments, as suggested in the Twelve-Factor Methodology.
…and why Python is the de facto in ML
Python is the de facto programming language used is machine learning. This is owed to it’s simplicity and readability, which allows users to focus on the algorithms and results, rather than wasting time on structuring code efficiently and keeping it manageable.
The Django Framework has been a popular choice for web development with Python for many years. And for good reason: it leverages Python's ease of modularity to offer a very flexible solution for a variety of applications.
When it’s about Python vs PHP, I certainly feel that Python is used for general purposes as similar to Java. With great choice of libraries Python can be used for developing scientific and AI/ML applications. PHP is open-source, offer exceptionally straight-forward, and case sensitive. For all this, PHP became the favorite most programming languages among web developers.
Objective:
Ever since Google Web Search API deprecation in 2011, I’ve been searching for an alternative. I need a way to get links from Google search into my Python script. So I made my own, and here is a quick guide on scraping Google searches with requests and Beautiful Soup.
Show off your Github activity, latest blogs, Spotify streams, and much more with dynamically updating GitHub Profile READMEs!
You might not always know it, but Deep Learning is everywhere. We explain how to use TensorFlow, Google's Library For Deep Learning, in Python.
Welcome to HackerNoon’s Writing Prompts program. Answer one today!
There are tons of articles about the number of developers in the world. But most of them either lack good methodology or simply borrow statistics from other resources.
LinkedIn is a great place to find leads and engage with prospects. In order to engage with potential leads, you’ll need a list of users to contact. However, getting that list might be difficult because LinkedIn has made it difficult for web scraping tools. That is why I made a script to search Google for potential LinkedIn user and company profiles.
Overview of How HTTP Routing Works in Azure Functions
In this article, we’ll be deep-diving on how to build Apache Superset from the source. The official documentation is too complicated for a new contributor and thus my attempt to simplify it.
Are you struggling getting job interviews as a fresh graduate out of college? Here's my experience using an unconventional approach to get that interview.
8 Must-Know Tricks to Use S3 More Effectively in Python: In this article, we’ll look at various ways to leverage the power of S3 in Python.
I will start this lesson by talking about some basics of the python type system and the introduce the concept of META-CLASSES afterwards.
Application deployment comprises the steps, processes, and activities required to make an application or update available for its intended users. The manner in which you deploy an application matters a great deal as it impacts how quickly your product will respond to changes, and the quality of these changes. Today, most software developers deploy updates, patches, and new applications via a combination of manual, automated, and cloud-based processes, although, manual application deployment is being phased out.
Disclaimer: This is NOT a press release by Netflix. Just my honest review of tech that helps us binge great content without hassle.
It all started with video games.
This article demonstrates how to use AWS Textract to extract text from scanned documents in an S3 bucket.
In this tutorial, I will guide you to building a command line chatting application in Python using sockets.
Are you looking for a career in Backend Development? To build complete applications beyond the user-interface companies need rockstar back-end developers.
All the app data is stored and processed on the back-end. Back-end development is everything that happens behind the scenes. It is a variety of things like the databases, the business logic, the API layer and pretty much everything other than the user-interface.
The average salary for a back-end developer is $123,689 per year in the United States as of 2019. In this post, let’s learn about what it means to be a Backend Developer.
How to stop worrying and embrace Auto Formatting in your python code.
How to create a dictionary with ordered and read-only items, returning default value with non-existent key, grouping multiple dictionaries into a single map and much more
Topic modeling is an unsupervised machine learning technique that can automatically identify different topics present in a document (textual data). Data has become a key asset/tool to run many businesses around the world. With topic modeling, you can collect unstructured datasets, analyzing the documents, and obtain the relevant and desired information that can assist you in making a better decision.
If you are looking for the best Python tools, libraries, and best IDEs for Python development, then you have come to the right place.
Hi Folks !! Hope you all programming geeks are doing well. In this post, we will discuss about concurrency and Parallelism in python. Here, we will look at Multithreading , Multiprocessing , asynchronous programming , concurrency and parallelism and how we can use these concepts to speed up computation tasks in python. So, without wasting time, lets get started .
We are living in an age of rapidly changing technology. With over 500 programming languages in use globally, it is a dynamic job market for developers. There are pros and cons of all the languages and their adoption is becoming more and more application-specific.
The 21st century is a century of digital citizens as technology has become the most important aspect of our lives. Having the knowledge of programming has become more of a necessity than an option and similar to the growing craze of coding, Ethical hacking has also become extremely popular these days. Everyone wants to become a hacker today especially the youth, but the truth is that hacking and becoming a hacker is not as easy as it is shown in numerous sci-fi movies, in-fact it takes years of practice and programming to become an Ethical hacking expert. There are several Programming languages used for Ethical hacking/ Whitehat hacking that are used extensively.
First of all, what are all these words - Statically - Dynamically - Strongly - Weakly Typed Languages? This is how you can classify programming languages:
Be kind.
Let’s start this journey of programming with gaining some knowledge on the Python programming language.
Share massive amounts of live data with Delta Sharing - a Linux Foundation Open Source framework for multi-cloud data sharing across organizations.
Nowadays, putting shiny new applications in containers seems to be the way of the future, and for good reason. They offer platform portability, hardware efficiency, and enhanced security. In this tutorial, we are going to take a very simple Flask API, put it in a Docker container, and then test it out using Postman.
In this tutorial, you'll learn how to build your own Programming language!
Hi Devs!
Google Trends website provides analysis of different search results on Google Search based on various criteria such as regions, time and language. As a developer, you can use Google Trends API in python to get the same results as presented on the Google Trends website via Pytrends.
You've probably heard of Python, an interactive programming language that makes it easy to work with data. Today it's used for everything from websites and apps to statistics, machine learning, and AI.
Originally published on melvinkoh.me
how to connect your Android frontend application to a Python Server implemented using Flask
PGSync is a change data capture tool for moving data from Postgres to Elasticsearch. It allows you to keep Postgres as your source-of-truth and expose structured denormalized documents in Elasticsearch.
If you want to become a Data Scientist and are curious about which programming language should you learn then you have come to the right place.
In this tutorial, we will create a real-time streaming dashboard using QuestDB, Celery, Redis, Plotly, and Dash.
Technologies that can replace C++ in the near of far future are not compilers. They are Spiral, Numba, and ForwardCom.
Using PyTorch, FastAI and the CIFAR-10 image dataset
Google Colab and VS Code are popular editor tools. Learn how you can use Google Colab with VS Code and take advantage of a full-fledged code editor.
Feature Selection in python is the process where you automatically or manually select the features in the dataset that contribute most to your prediction.
It's so lonely at the top of Olympus.
<meta name="monetization" content="$ilp.uphold.com/EXa8i9DQ32qy">
Back in March my teammates and I switched from our regular tasks working on a travel platform to building a COVID-19 monitoring service. Here is what we’ve managed to get done so far:
Glassdoor is one of the biggest job markets in the world but can be hard to scrape. In this article, we'll legally extract job data with Python & Beautiful Soup
This can happen on any system but does occur slightly more commonly on macOS since they removed native python support in macOS 12.3.
ll start by giving you two reasons to finish reading this, and cloning the repo after:
You’ve got your smart home fully set up. You regularly like to show off with your friends how cool it is to turn on light bulbs, play videos and movies with a hint to your voice assistant, make coffee and adjust the thermostat with a tap on an app. Congratulations!
Nowadays every one of us is facing REST APIs by either developing or consuming such a service. Also, we’re in the trendy era of microservices, where we splitting our business logic into small separate services independent from each one. Mostly these services follow RESTful principles and using the JSON format for communication, which became the most widely used format, because of its simplicity.
If you're just sitting at home most nights, wondering what the hell you should be doing, rejoice! I've got a list of 10 of the hottest, coolest programming languages you can stuff in a single sack (or...blog post).
Interested in choosing the best language for developing web applications? Our developers have shared the top seven choices in 2021. Discover what they are.
How I learned to stop using pandas and love SQL.
In this post, we are going to scrape data from Linkedin using Python and a Web Scraping Tool. We are going to extract Company Name, Website, Industry, Company Size, Number of employees, Headquarters Address, and Specialties.
You like asynchronous programming, and appreciate the elegance of await, tasks and similar in making asynchronous programming more intuitive and understandable and while all is good, you will likely find that async debugging is quite tough!
Building a from-scratch server or using a lightweight framework is empowering. With that power comes responsibility, specifically the responsibility to securely store user’s passwords.
New to Python? Or are you already a seasoned developer looking to boost and advance your Python knowledge? We have compiled a bull-pack of recommended resources for anyone looking to learn Python Programming. We have tailored these resources to be suitable for Python developers of all levels but the resources listed will be most-applicable to those still early on the learning curve or already familiar with the basics but not really advanced.
Intro
Need to encrypt some text with a password or private key in Python? You certainly came to the right place. AES-256 is a solid symmetric cipher that is commonly used to encrypt data for oneself. In other words, the same person who is encrypting the data is typically decrypting it as well (think password manager).
A Quick Method To Extract Tweets and Replies For Free
Hello guys, after Pluralsight made their 7000+ expert-led online courses for free for one month, now Udemy has also launched the "Udemy FREE Resource Center" where you find a collection of Udemy's best free content from some of their best instructors.
While I'm usually a JavaScript person, there are plenty of things that Python makes easier to do. Doing voice recognition with machine learning is one of those.
Everything is moving extremely quickly in the software industry, so it requires a lot of effort just to keep up. This is exactly why we, at Coding Sans, publish the State of Software Development survey every year. To learn what is happening in the industry at the moment, and see how trends are forming over time.
If you ever used an ORM, you already know that it can save a lot of time, especially when starting a project, but as the codebase grows it can become impossible
Hello guys, I have awesome news to share with you. Pluralsight has announced that all their 7000+ expert-led courses are free for one-month, April 2020, to support people staying at home due to COVID-19.
Object-relational mappers (ORMs) are often used in Python programming when one needs to develop an application that works with databases. Examples of Python ORMs are SQLAlchemy, Peewee, Pony-ORM and Django. When choosing an ORM, performance plays a crucial role. But how are these toolsets compared? ORM performance benchmarks offer a measure of clarity but leave considerable room for improvement. I examine and extend the qualitative ORM benchmark to develop a stronger metric.
Alright is a python wrapper that helps you automate WhatsApp web using python, giving you the capability to send messages, media, and files programmatically.
Today we are going to build an Alarm Clock using Python. In this project, we are going to use some external modules which are already made available.
How to implement proper reusable clone for Django model instances with related objects.
if you have ever been interviewed for a developer position, you heard this question:
Drowsiness detection is a safety technology that can prevent accidents that are caused by drivers who fell asleep while driving.
Start capturing website user data in 5 minutes or less with no developer resources or coding experience needed.
So you want to become a data scientist? You have heard so much about data science and want to know what all the hype is about? Well, you have come to the perfect place. The field of data science has evolved significantly in the past decade. Today there are multiple ways to jump into the field and become a data scientist. Not all of them need you to have a fancy degree either. So let’s get started!
Knowing Python is the most valuable skill to start a data scientist career. Although there are other languages to use for data tasks (R, Java, SQL, MATLAB, TensorFlow, and others), there are some reasons why specialists choose Python. It has some benefits, such as:
In this post I am going to show you how to build your own answer finding system with Python. Basically, this automation can find the answer of multiple-choice question from the picture.
DJ Patil and Jeff Hammerbacher coined the title Data Scientist while working at LinkedIn and Facebook, respectively, to mean someone who “uses data to interact with the world, study it and try to come up with new things.”
A step-by-step guide on how to train a relation extraction classifier using Transformer and spaCy3.
How to use machine learning to color your room lighting, based on the emotions behind the music you are listening (Python code available here)
More than 500 languages are currently in use and a lot more are being written as we speak. The selection of a programming language is the first step to get into starting with the development cycle. A decade ago, developers were not bothered by the selection of technologies as they did not have access to an array of options. The preference of a language is now based on the characteristics of a project and many such factors.
In contemporary times, 126,424 websites are made using the python programming language. Many top-notch companies have developed successful apps by using it. This is why it is considered the language of today and the future.
Soft skills matter in the tech world, but if you don’t know the right programming language or platform, you probably won’t get the job.
An integrated development environment (IDE) allows you to run code written in different programming languages. It is important to have an IDE for running Python
Scraping ChatGPT with Python
A switch case statement in a computer Programming Language is a powerful tool that gives the programmer total control over the flow of the program according to the outcomes of an expression or a variable. Switch cases are particularly used to execute a different block of codes in relation to the results of expression during the program run time.
At the moment, the TIOBE index monitors 265 popular programming languages. The TIOBE includes a language on the list if it matches three key requirements: it is Turing complete, has its own Wikipedia page, and provides more than 5,000 search results on Google.
To scrape a website, it’s common to send GET requests, but it's useful to know how to send data. In this article, we'll see how to start with POST requests.
Like my articles? Feel free to vote for me as ML Writer of the year here.
A post or so ago, we had a discussion on the differences between multi-threading and multi-processing, this being a result of IronPython's feature to allow multi-threaded code to use multi-core processors. So in this article, I thought we'd open up the boxes for a while just to see what these two mean. Sit back, take a coffee, and lets fire up those neurons.
After noticing my programming courses in college were outdated, I began this year by dropping out of college to teach myself machine learning and artificial intelligence using online resources. With no experience in tech, no previous degrees, here is the degree I designed in Machine Learning and Artificial Intelligence from beginning to end to get me to my goal — to become a well-rounded machine learning and AI engineer.
We use PIL (Pillow) to create pixelated Image using Python. Firstly, resize down an image and then resize it up to get pixelated effect. Basic image operations.
In the past few years, the programming language that has got the highest fame across the globe is Python. The stardom Python has today in the IT industry is sky-high. And why not? Python has got everything that makes it the deserving candidate for the tag of- “Most Demanded Programming language on the Planet.” So, now it’s your time to do something innovative.
Since being forked from MySQL back in 2009, MariaDB has become one of the most popular databases of choice for developers over the past decade. While many technologists have likely gravitated to it as a solution due to its open source roots and that it's rooted in the relational database world, that really only begins to scratch the surface of what MariaDB has to offer.
I have read somewhere that a programmer should learn a new programming language every year ( I think it's code complete, not sure, though), but if you cannot do so, I suggest to at least learn following five programming language to do well in your career.
Dummy data is randomly generated data that can be substituted for live data. Whether you are a Developer, Software Engineer, or Data Scientist, sometimes you need dummy data to test what you have built, it can be a web app, mobile app, or machine learning model.
Python vs PHP vs JavaScript: A Comparative Study in 2021 discussing the UI/UX design, features, complexity, their back ends, and their front ends.
Let's take a look at the common approaches for implementing image contrast adjustments. We'll go over histogram stretching and histogram equalization.
Let’s use drf-spectacular to simplify creation of beautiful docs for your Django application according to the OpenAPI Specification version 3. Sounds easy? It wasn’t for me…
Did you know that almost every person on our planet is a user of at least five types of social networking sites? Facebook alone, the most popular social network website, has 2.375 billion users.
Curious about how Flask stacks up against Node.js? These are my thoughts on the matter.
As a developer, it's important to keep your skills up-to-date. We’re called upon to not only be experts in our day-to-day technologies, but to also stay informed of up-and-coming technologies. This allows us to continue to make the best decisions for our products and teams. Knowing the newest tech and in-demand skills is not only satisfying, but it also keeps us employed.
The number of software developers globally is due to almost double by 2030, yet InterSystems research has found that more than 8 out of 10 developers currently feel they work in a pressured environment. Creating a better experience for developers is key for inciting innovation, but the current data environment continues to evolve in ways that challenge the experience at every turn.
ChatOps allows you to manage your DevOps tasks using chat based interfaces. Learn how to build a simple bot to control a Kubernetes cluster using Slack.
Python and JavaScript are the two hottest programming languages today. However, they cannot remain on top forever. Eventually, they must fall out of favour, as all languages do. This is likely to happen within the next decade or so.
Webhooks run a large portion of the "magic" that happens between applications. They are sometimes called reverse APIs, callbacks, and even notifications. Many services, such as SendGrid, Stripe, Slack, and GitHub use events to send webhooks as part of their API. This allows your application to listen for events and perform actions when they happen.
This article is to teach Python beginners and developers some key concepts used in Python that aren't taught from the get-go.
This article is really a precursor to cool things you can do with calculus such as the persuit curve which is used in air-to-air missiles, and rocket launch equations.
Are you just taking your first step into web development, and you want to learn programming? Discover the benefits of learning more than one programming language.
Learn how to send messages from python script to Telegram chat.
I faced a problem when I started learning programming. That problem was: I thought needed to have deep understanding in every field to do projects and make cool stuff. So I started learning coding seriously, but after a few week I lost my motivation, as it was not clear to me that how coding is going to help me make something that I'd like.
Auto-tinder was created to train an AI using Tensorflow and Python3 that learns your interests in the other sex and automatically plays the tinder swiping-game for you.
Basic Facebook bot (will chat with you using random phrases you set up) using Flask and Python. You can start with this bot as a basic app to build something more difficult and useful.
curious about how ORM works! read this tutorial and make one from scratch using python programming language.
Do you know, until today 126,424 websites have been built using python language? Moreover, there are many top-notch brands among these websites. Renowned companies like YouTube, Instagram, IBM, Netflix, and many others are using python codes to rock the world!
Yes, you read that right. If you have been coding for a while and if Python is not the first programming language that you started with, then you definitely know what a Switch statement is, and appreciate how flawless it is, when you need to factor in multiple conditions/cases for a control flow.
In my free time, I am attempting to build my own smart home devices. One feature they will need is speech recognition. While I am not certain yet as to how exactly I want to implement that feature, I thought it would be interesting to dive in and explore different options. The first I wanted to try was the SpeechRecognition library.
Hello guys, If you follow my blog regularly, or read my articles here on HackerNoon, then you may be wondering why am I writing an article to tell people to learn Python? Didn’t I ask you to prefer Java over Python a couple of years ago?
Want to learn how to control the GPIO (general-purpose input/output) pins of a Raspberry Pi with Python? Well, you're in the right place.
Karate Club is an unsupervised machine learning extension library for the NetworkX Python package. See the documentation here.
Python is undoubtedly the most popular high-level programming language that is ideal for scripting and web application development. It features an easy-to-learn syntax that allows the programmers to express concepts with less coding. Apart from this, this general-purpose programming language has a dynamic type system, memory management, a wide standard library, and many other features.
I was writing a web-based MP3 Player with amplitudejs.com on the front-end while using Flask on the back-end.
Learn how to build an NLP model and deploy it with a fast web framework for building APIs called FastAPI.
Amazon Elasticsearch Service recently added support for k-nearest neighbor search. It enables you to run high scale and low latency k-NN search across thousands of dimensions with the same ease as running any regular Elasticsearch query.
The right technology stack used for building a web application is a critical element of project success. The reason is pretty simple. The product creation doesn’t only imply making an outstanding user interface design and ensuring high usability. It is also about delivering a stable solution that works as intended and adds value to users.
A few months ago I was accepted into a data science bootcamp - Springboard, for their data science career track. As part of this bootcamp I had to work on Capstone projects that would help build my portfolio, show my ability to extract, clean up data, build models and extract insights from said models. For my first project I opted to build a Monte Carlo Markov Chain pipeline initially with the objective of building a multi-touch attribution model that would help me understand conversion rates from different states in the signup process and use that to understand which channels appeared to deliver the greatest conversion rates for users coming through a given landing page and transitioning through the different signup states defined in my dataset.
Coding Interviews are such an important thing in a programmer's life that he just can't get away with that. It's the first hurdle they need to cross to get the software developer job they wish throughout their school and college days.
A Python program to calculate the inlet or the outlet compressibility factor for a given gas based on the Redlich-Kwong equation of state.
This Car Mod Is A Privacy Nightmare! (AI Number Plate Reader with Python, Tensorflow, OpenCV, OpenALPR)
Python is a simple but expressive and powerful language. If you have learned the basics of Python, such as basic data structures and functionalities, then it's time to learn the complex features now.
I built a simple Neural Network using Python that outputs a target number given a specific input number.
Overview
One thing we all dread is mundane work of getting started, and all the hoops it takes to get going. I am going to setup a system to help me post more.
Everybody talks about regular expression, but everyone hates regular expression yet ends up using regular expression!
In "C" Language, you have structs. With the help of structs, we can define the return data type. You can do the same using classes in python.
The craze for learning programming languages is very high. These days people have one question in their mind and that is which programming language should one prefer in 20201 and why?
Semi-supervised learning is the type of machine learning that is not commonly talked about by data science and machine learning practitioners but still has a very important role to play.
Today you're going to learn how to use Python programming in a way that can ultimately save a lot of space on your drive by removing all the duplicates.
Python is an important programming language that all developers should know. Many programmers use this language to make websites, produce learning algorithms, and perform different necessary tasks. The best way to learn Python begins with deciding what you want to build. Then you will want to find a course or resources to help you develop your idea. When learning Python, it is very important to start with an idea. If you try to create something that interests you, the process becomes more intense. Learn Python in just 9 simple steps with the Simpliv program.
This article is for business owners willing to launch their first product. In this material, we will discuss and try to compare two popular backend solutions.
If you are looking to learn python, then this is a great post for you.
Well, the Reusability of the code in a program is made possible through functions.
Data science is a new and maturing field, with a variety of job functions emerging, from data engineering and data analysis to machine and deep learning. A data scientist must combine scientific, creative and investigative thinking to extract meaning from a range of datasets, and to address the underlying challenge faced by the client.
I’ve spent the last 10 years of my life as a System Engineer, which means when I first had to build an API, I had no idea how to do it. I knew python quite a bit since as a SysAdmin I often had to write some smaller or bigger scripts, but building the whole API was a challenge for me. Sure — I could just google the phrase and find dozens of tutorials on how to build an API, but all of them were somehow complicated or created for raw developers (which means — with assumptions that you know already all the tools and frameworks that developers use).
Learn the basics of PoW Blockchain and create your own Coin
Early January 2022, I spontaneously bought a pager. I looked into the US pager market, and to my surprise...
A how-to-guide for generating PDF files from a bunch of images using Python.
In 2021, the Python programming language will celebrate its 30th anniversary. Completing three decades in the niche, Python gives most other programming languages a good thrashing, showing a 456% growth.
In the oeuvre of practical, stable and usefully general-purpose programming languages are two that have stood the test of time: Object Pascal and Python.
One of the most basic ways in which a project gets deployed is by SSHing into a remote host followed by executing a few basic commmands. In this article I'll be taking a look on how to deploy a basic project to a remote server through Gitlab CI using Python Fabric.
This post contains a step-by-step example of a refactoring session guided by tests. When dealing with untested or legacy code refactoring is dangerous and tests can help us do it the right way, minimizing the amount of bugs we introduce, and possibly completely avoiding them.
In this post we are going to scrape websites to gather data via the API World's top 300 APIs of year. The major reason of doing web scraping is it saves time and avoid manual data gathering and also allows you to have all the data in a structured form.
From vehicle counting and smart parking systems to Autonomous Driving Assistant Systems, the demand for detecting cars, buses, and motorbikes is increasing and soon will be as common of an application as face detection.
And of course, they need to run real-time to be usable in most real-world applications, because who will rely on an Autonomous Driving Assistant Systems if it cannot detect cars in front of us while driving.
In this post, I will show you how you can implement your own car detector using pre-trained models that are available for download: MobileNet SSD and Xailient Car Detector.
Ruby and Python are some of the most commonly used programming languages for web application development. According to the Stack Overflow’s annual survey conducted among 90,000 developers worldwide, Ruby and Python were in the Top 15 most in-demand programming languages in 2019. It’s quite something considering that there are about 700 programming languages in the world!
A PDF export showdown. Who will win: DocRaptor or WeasyPrint?
Social media has made us all a little too toxic. How did we get here? When was the last time we appreciated the public policy designed by the political parties that we didn't support?
Learn how to use ONNX Runtime Web to deploy machine-learning models natively to the browser.
10 Ways to refactor Python code to make it more Pythonic
Learn how to execute web scraping on Twitter using the snsscrape Python library and store scraped data automatically in database by using HarperDB.
Python or Java, which is better? This question has triggered lots of heated discussions around the global dev community.
Monte Carlo is a conceptually simple but powerful technique that is widely used. It makes use of randomness to answer questions.
ReactJS is a fantastic frontend framework, and Django is a fantastic backend framework. However, as usual when dealing with anything of more than trivial complexity, it isn’t easy to get the two to place nicely together. It's not like taping a banana to a wall.
It is a universal truth that the more the thing is simple, the more it could be understood easily. The same is the case with these technical languages too. Among various technical languages, Python is considered to be one of the simplest and effective languages.
A while ago I was trying to perform an analysis of a Medium publication for a personal project. But getting the data was a problem – scraping only the publication’s home page does not guarantee that you get all the data you want.
The hottest things to write about on Hacker Noon in 2020 were — pretty much both by story submission volume and traffic generated — coronavirus; coding, programming, javascript; cryptocurrency; python, blockchain, startups, artificial intelligence (AI), and software development.
This post covers all you will need for your Journey as a Beginner. All the Resources are provided with links. You just need Time and Your dedication.
Welcome to part five of Learning AI if You Suck at Math. If you missed parts 1, 2, 3, 4, 6, and 7 be sure to check them out!
This article is a prequel of sorts to my earlier 110% Complete JWT Authentication with Django & React - 2020 article. That article covers how to get started with JWT authentication in a typical React and Django Rest Framework project, and it does that well enough. There's just one major annoyance with it - I couldn't figure out how to get live reloading working! So for every change made to the frontend, we had to shut down the dev server, rebuild the React bundle, and start it up again. Talk about tedious!
Pre-trained models are easy to use, but are you glossing over details that could impact your model performance?
With a Scriptable app, it’s possible to create a native iOS widget even with basic JavaScript knowledge.
As a former tech recruiter for some of the hottest tech startups in the Bay Area and NYC, I’ve seen first-hand what companies look for in candidates for software engineering, machine learning, data science, tech management, directorship and the like.
For quite a while, software development has been among the most well-paid and demanded jobs in the labor markets across the world. Now, when 2019 is running to the end and we are standing on the threshold of the new year, this tendency seems to stay with us.
Numpy, Scipi, Keras, and Theano are some of the best Python Libraries For Machine Learning in 2021.
We'll take a look at the algorithm behind Unix's compress utility. We'll implement Lempel Ziv Welch and learn all about it.
It doesn’t matter if you are running background tasks, preprocessing jobs or ML pipelines. Writing tasks is the easy part. The hard part is the orchestration— Managing dependencies among tasks, scheduling workflows and monitor their execution is tedious.
Example with Django / Python and PostgreSQL.
(Some background: I’ve interviewed hundreds of candidates for software engineering jobs at Facebook and Microsoft. I’ve also failed several coding interviews myself when I wasn’t prepared.)
Very often, some admins set limits on the speed of downloading files, this reduces the load on the network, but at the same time it is very annoying for users, especially when you need to download a large file (from 1 GB), and the speed fluctuates around 1 megabit per second (125 kilobytes per second). Based on these data, we conclude that the download speed will be at least 8192 seconds (2 hours 16 minutes 32 seconds). Although our bandwidth allows us to transfer up to 16 Mbps (2 MB per second) and it will take 512 seconds (8 minutes 32 seconds).
Intro
In this post we are going to build a web application which will compare the similarity between two documents. We will learn the very basics of natural language processing (NLP) which is a branch of artificial intelligence that deals with the interaction between computers and humans using the natural language.
Python is a known modular language which imports many useful operations from its standard library. Of course, it isn’t possible to program Python without using it. It has become an excellent alternative for many programmers because it is an open source program which was developed under an OSI license. You can download, install and run it on any computer without any charge. It is available in various builds and supports around 21 different operating systems making it have universal appeal.
In this blog, I am going to show you how we can use rekognition for image analysis using lambda function.we will be going to perform label detection and object detection for an image so basically we are performing image analysis in this blog.
In this post, we are going to scrape Yahoo Finance using python. This is a great source for stock-market data. We will code a scraper for that. Using that scraper you would be able to scrape stock data of any company from yahoo finance. As you know I like to make things pretty simple, for that, I will also be using a web scraper which will increase your scraping efficiency.
Machine learning models are usually developed in a training environment (online or offline). And you can then deploy them and use them with live data.
If you are familiar with Stripe, you know how big of a player they are in the online payment processing field. Their API not only allows programmers to easily create one-time payments for sites such as e-commerce stores, but also provides quick integrations for monthly subscriptions and routing payouts. If new to Django and Stripe, check out our recent article on integrating one time payments. Otherwise, let's get into setting up monthly payments with Django and Stripe.
Why a Monthly Subscription?
Hello guys, if you are thinking about career in tech like programming, web development, data science, test automation, machine learning and other career Java and Python are two of the most popular and influential programming language of the present time and future to start with.
*Nota: Contactar a Omar Espejel ([email protected]) para cualquier observación. Cualquier error es responsabilidad del autor.
It's no secret that today, during a global pandemic unlike anything in well over a hundred years, many people are stuck at home and unable to work by no choice of their own. This massive inconvenience of feeling trapped and bored out of our minds for months within our own dwellings is leaving a lot of us with fluxes of emotions like restlessness, hopelessness, depression, and many other not-so-good things. 😷 On a positive note though, this is a great time to adopt some new mental flexibility skills.
Most of us have had that one experience where we had a ton of dis-organized files in our machines. It happens. One minute, you're opening a large zip file, the next thing you know, the files are everywhere in the directory, mixing with all your important files and randomly placed leaving you with the task of manually sorting what needs to go where. It's a real pain. To ease this process, we're going to delve into file management with python the smart way.
Nowadays, most data scientists use either Python or R as their main programming language. That was also my case until I met Julia earlier this year. Julia promises performance comparable to statically typed compiled languages (like C) while keeping the rapid development features of interpreted languages (like Python, R or Matlab). This performance is achieved by just-in-time (JIT) compilation.
Pycaret is an open-source, low code library in python that aims to automate the development of machine learning models.
Let’s build a fashion-MNIST CNN, PyTorch style. This is A Line-by-line guide on how to structure a PyTorch ML project from scratch using Google Colab and TensorBoard
“If the implementation is hard to explain, it’s a bad idea.”
If money has time value, does time have monetary value?
Share code using these lightning fast sandboxes available in almost all popular languages
In this step by a step blog post, that illustrates how to integrate Python Flask applications with Docker and run them in a Kubernetes cluster, we will cover the following topics:
This is a run-through of setting up a website with Eleventy, a simple static site generator. I’m going to try to list out all the relevant steps so you can follow along if you are attempting a similar project. I made a gallery site meant to showcase graphic artwork.
Debug AWS lambda code locally without SAM or Docker.
If you’ve decided to adopt Python for your software development, it’s crucial to know whether Python has a good chance to remain important to the industry in the years ahead.
Automating My Manual Scalping Trading Strategy
Exploratory Data Analysis (EDA) is an essential step in the data science project lifecycle. Here are the top 10 python tools for EDA.
In this post, we will be talking about how Python likes to deal with "list-like objects". We will be diving into some quirks of Python that might seem a bit weird and, in the end, we will hopefully teach you how to build something that could actually be useful while avoiding common mistakes.
The basic idea behind TypeState pattern is to encode the state information inside types.
Lambda architecture has 3 components, a) Speed layer, which is the streaming data layer or real time data layer, b) serving layer, which is the database layer, which is derived by aggregating data from speed layer, and c) batch layer, which is the set of computations which are perfomed on large sets of data, typically stored in a distributed file system. In this post i will be talking about how to implement the speed layer, by visualizing real time taxi data. Post that, the visualization will allow us to make some real time business decisions. Code for this article can be found here.
In August 2019, a group of researchers from lululab Inc propose the state-of-the-art concept using a semantic segmentation method to detect the most common facial skin problems accurately. The work is accepted to ICCV 2019 Workshop.
What's up Hackers!
Learn how to perform a profitability analysis by peer companies using Python
Go is a programming language that was designed in 2007, and this fact directly puts it into the young budding category. Even it is fairly young, as compared to others, it has a lot to offer. No, don't get confused with its adorable and goofy Gopher mascot. This language is more like a dominant alien trying to rule the universe of development!