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Feature Engineering for Machine Learning Models: Everything You Need to Know 

মেশিন লার্নিং এর জন্য ফিচার ইঞ্জিনিয়ারিং

Feature Engineering für maschinelles Lernen

Ingeniería de funciones para el aprendizaje automático

Ingénierie des fonctionnalités pour l’apprentissage automatique

मशीन लर्निंग के लिए फ़ीचर इंजीनियरिंग

機械学習のための特徴エンジニアリング

기계 학습을 위한 특성 엔지니어링

Engenharia de recursos para aprendizado de máquina

Разработка функций для машинного обучения

Makine Öğrenimi için Özellik Mühendisliği

Kỹ thuật tính năng cho Machine Learning

机器学习的特征工程

One of the most repeated questions I get is: how do I evaluate whether I should join an early seed-stage startup? Embarking on a journey with a startup is akin to taking a leap of faith. While there's no guarantee of success, conducting due diligence can significantly mitigate risks. Having been in such a position a couple of times myself, I wanted to share the framework I use that may help you make your decision. For a quick background, the first startup I joined after my undergrad, MIME360, was acquired by Flipkart to build out its digital store. The four years I worked at Flipkart, it went through a hyper-growth phase to become India's biggest eCommerce company. After doing my Masters in Computer Science from Columbia University, I was fortunate to find another set of high performers with TellApart. TellApart ended up being Twitter's biggest acquisition, and I was fortunate to be part of that journey too. After spending 6 years building ad products at Twitter, I wanted to get back to early-stage companies, which led me to join Frec as a founding engineer. Frec is a fintech startup, democratizing complex financial instruments which were previously accessible to a wealthy few. Unlike MIME360 and TellApart, where I was very early in my career and also just at the right place at the right time, Frec was a very intentional decision. I had worked with some of the other founding engineers before, so I was confident the team was capable of executing. Josh McFarland (TellApart founder) was the lead investor from Greylock, so that was another huge vote of confidence. When I spoke to Mo Al Adham, the founder of Frec, his thoughts about the team and product-market fit complimented mine, and I was convinced I was making the right decision. Given my prior experience with small and medium-sized start-ups, some of my friends/colleagues reach out to me to help evaluate a startup they’re considering joining. Joining a new company is a big step, both personally and professionally. Making an informed decision is much easier with public companies since a lot of resources/metrics that you might need are already available like revenue growth, median salary for your role, opinion of current and past employees, etc. Such data is generally not available for most startups, especially the early-stage ones (pre-series B) which makes it quite a risky prospect. We know start-ups are inherently hard, and while there is no guarantee of success, you can definitely mitigate some risk by doing your own due diligence. Most start-ups are aware of this and are willing to share information with potential employees within reasonable limits. It's essential to remember that joining a startup is not just about being hired; it's a mutual exploration where you are interviewing the company as much as they are interviewing you. Before saying yes to joining a startup, it's crucial to have a clear understanding of what you aim to gain from the experience. With the hope that it can help others as well, I am sharing some of the things I considered when making my decision to join Frec. Product Understanding the product is fundamental as it forms the cornerstone of the startup's existence. What problem are you trying to solve? What positions you to best solve this problem? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Who are your primary competitors, and what differentiates you from them? What is the biggest pain point for your product/customers right now? Who is the target audience?

As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Company Evaluating the company's overall health and trajectory is vital for long-term commitment. You don't want to join a company for 6 months for it to run out of money. These questions will help evaluate the health of the company and what are their plans for the next 1-2 years. What's your burn rate and what are your future funding plans? Alternate: What is the current runway?
How much is the current revenue (if any)? Future plans for revenue streams? Team The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Even if there is no financial success, you can still gain a lot by working with a high-performing team. Has anyone already left the company, and if so, why?
How do you facilitate onboarding for new team members?
How do people collaborate and resolve conflicts within the team?
What is the company’s policy on remote or flexible work?
How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Founder Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Is this the founder’s first startup or do they have previous exits?


Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well.



For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? For multiple founders: How are conflicts resolved, and how are decisions made? Investors The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. Why did the investors choose to invest in the founder/company? Are they betting on the team or the product?


What does PMF look like to them?


Hopefully, it’s aligned with Founders vision




Is the press related to the investment? Role Clarifying your role and expectations ensures alignment between personal growth and company objectives. For technical roles, understanding the technological landscape is crucial. A lot of times I’ve seen engineers burnt out by simply using bad tools for the job. How does my role contribute to improving the product?
What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate?
What is the technology stack?
What processes are in place for planning, testing, and code reviews?
What is the on-call rotation like? How is deployment managed? As you might have noticed, we're intentionally skipping compensation/benefits in this set of questions, since it can be a post on its own. Not to mention startup compensation gets really complex with ISOs, options, PPU, 409a evaluation, strike price, exercise price, etc. Another aspect not covered that might be crucial to you is immigration-related questions in case you need a work visa. Remember, this isn't meant to be a comprehensive list. You might care about some criteria more than others. By asking the right questions and delving deep into various aspects of the startup, you can make an informed choice that aligns with your career goals and aspirations. One of the most repeated questions I get is: how do I evaluate whether I should join an early seed-stage startup? Embarking on a journey with a startup is akin to taking a leap of faith. While there's no guarantee of success, conducting due diligence can significantly mitigate risks. Having been in such a position a couple of times myself, I wanted to share the framework I use that may help you make your decision. For a quick background, the first startup I joined after my undergrad, MIME360, was acquired by Flipkart to build out its digital store. The four years I worked at Flipkart, it went through a hyper-growth phase to become India's biggest eCommerce company. After doing my Masters in Computer Science from Columbia University, I was fortunate to find another set of high performers with TellApart. TellApart ended up being Twitter's biggest acquisition, and I was fortunate to be part of that journey too. After spending 6 years building ad products at Twitter, I wanted to get back to early-stage companies, which led me to join Frec as a founding engineer. Frec is a fintech startup, democratizing complex financial instruments which were previously accessible to a wealthy few. Unlike MIME360 and TellApart, where I was very early in my career and also just at the right place at the right time, Frec was a very intentional decision. I had worked with some of the other founding engineers before, so I was confident the team was capable of executing. Josh McFarland (TellApart founder) was the lead investor from Greylock, so that was another huge vote of confidence. When I spoke to Mo Al Adham, the founder of Frec, his thoughts about the team and product-market fit complimented mine, and I was convinced I was making the right decision. Given my prior experience with small and medium-sized start-ups, some of my friends/colleagues reach out to me to help evaluate a startup they’re considering joining. Joining a new company is a big step, both personally and professionally. Making an informed decision is much easier with public companies since a lot of resources/metrics that you might need are already available like revenue growth, median salary for your role, opinion of current and past employees, etc. Such data is generally not available for most startups, especially the early-stage ones (pre-series B) which makes it quite a risky prospect. We know start-ups are inherently hard, and while there is no guarantee of success, you can definitely mitigate some risk by doing your own due diligence. Most start-ups are aware of this and are willing to share information with potential employees within reasonable limits. It's essential to remember that joining a startup is not just about being hired; it's a mutual exploration where you are interviewing the company as much as they are interviewing you. Before saying yes to joining a startup, it's crucial to have a clear understanding of what you aim to gain from the experience. With the hope that it can help others as well, I am sharing some of the things I considered when making my decision to join Frec. Product Understanding the product is fundamental as it forms the cornerstone of the startup's existence. Understanding the product is fundamental as it forms the cornerstone of the startup's existence. What problem are you trying to solve? What positions you to best solve this problem? What problem are you trying to solve? What positions you to best solve this problem? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Who are your primary competitors, and what differentiates you from them? Who are your primary competitors, and what differentiates you from them? What is the biggest pain point for your product/customers right now? What is the biggest pain point for your product/customers right now? Who is the target audience?

As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Who is the target audience? As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Company Evaluating the company's overall health and trajectory is vital for long-term commitment. You don't want to join a company for 6 months for it to run out of money. These questions will help evaluate the health of the company and what are their plans for the next 1-2 years. Evaluating the company's overall health and trajectory is vital for long-term commitment. What's your burn rate and what are your future funding plans? Alternate: What is the current runway? How much is the current revenue (if any)? Future plans for revenue streams? What's your burn rate and what are your future funding plans? Alternate: What is the current runway? How much is the current revenue (if any)? Future plans for revenue streams? Team The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Even if there is no financial success, you can still gain a lot by working with a high-performing team. The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Has anyone already left the company, and if so, why? How do you facilitate onboarding for new team members? How do people collaborate and resolve conflicts within the team? What is the company’s policy on remote or flexible work? How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Has anyone already left the company, and if so, why? How do you facilitate onboarding for new team members? How do people collaborate and resolve conflicts within the team? What is the company’s policy on remote or flexible work? How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Founder Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Is this the founder’s first startup or do they have previous exits?


Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? Is this the founder’s first startup or do they have previous exits? Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? For multiple founders: How are conflicts resolved, and how are decisions made? For multiple founders: How are conflicts resolved, and how are decisions made? Investors The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? What does PMF look like to them?


Hopefully, it’s aligned with Founders vision Is the press related to the investment? Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? What does PMF look like to them? Hopefully, it’s aligned with Founders vision What does PMF look like to them? Hopefully, it’s aligned with Founders vision Hopefully, it’s aligned with Founders vision Hopefully, it’s aligned with Founders vision Is the press related to the investment? Is the press related to the investment? Role Clarifying your role and expectations ensures alignment between personal growth and company objectives. Clarifying your role and expectations ensures alignment between personal growth and company objectives. For technical roles, understanding the technological landscape is crucial. A lot of times I’ve seen engineers burnt out by simply using bad tools for the job. How does my role contribute to improving the product? What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate? What is the technology stack? What processes are in place for planning, testing, and code reviews? What is the on-call rotation like? How is deployment managed? How does my role contribute to improving the product? What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate? What is the technology stack? What processes are in place for planning, testing, and code reviews? What is the on-call rotation like? How is deployment managed? As you might have noticed, we're intentionally skipping compensation/benefits in this set of questions, since it can be a post on its own. Not to mention startup compensation gets really complex with ISOs, options, PPU, 409a evaluation, strike price, exercise price, etc. compensation/benefits Another aspect not covered that might be crucial to you is immigration-related questions in case you need a work visa. Remember, this isn't meant to be a comprehensive list. You might care about some criteria more than others. By asking the right questions and delving deep into various aspects of the startup, you can make an informed choice that aligns with your career goals and aspirations.

Beyond the Offer Letter: Questions Every Startup Candidate Should Ask

Tiktok Inc., and ByteDance LTD., v. Merrick B. Garland Update Court Filing, retrieved on May 7, 2024, is part of HackerNoon’s Legal PDF Series. You can jump to any part in this filing here. This is the table of links with all parts. Case Number: [Redacted] Plaintiffs: Tiktok Inc., and Bytedance LTD. Defendant: Merrick B. Garland Filing Date: May 7, 2024 Location: In the United States Court of Appeals for the District of Columbia Circuit TABLE OF CONTENTS Jurisdictional Statement Background and Nature of Proceedings A. TikTok Is a Speech Platform Used by 170 Million Americans. B. The Government Previously Made Unlawful Attempts to Ban TikTok. C. A Divestiture that Severs TikTok’s U.S. Operations From the Rest of the Globally Integrated TikTok Business Is Not Commercially, Technologically, or Legally Feasible. D. The Act Bans TikTok and Other ByteDance Applications. E. Congress Disregarded Alternatives to Banning TikTok, Such as the National Security Measures Petitioners Negotiated with the Executive Branch. Grounds On Which Relief Is Sought Ground 1: Violation of the First Amendment Ground 2: Unconstitutional Bill of Attainder Ground 3: Violation of Equal Protection Ground 4: Unconstitutional Taking Requested Relief About HackerNoon Legal PDF Series: We bring you the most important technical and insightful public domain court case filings.
This court case retrieved on May 7, 2024, from sf16-va.tiktokcdn.com is part of the public domain. The court-created documents are works of the federal government, and under copyright law, are automatically placed in the public domain and may be shared without legal restriction. Lead image by Nik on Unsplash Tiktok Inc., and ByteDance LTD., v. Merrick B. Garland Update Court Filing, retrieved on May 7, 2024, is part of HackerNoon’s Legal PDF Series. You can jump to any part in this filing here. This is the table of links with all parts. Tiktok Inc., and ByteDance LTD., v. Merrick B. Garland Update Court Filing, retrieved on May 7, 2024, is part of HackerNoon’s Legal PDF Series . You can jump to any part in this filing here . This is the table of links with all parts. HackerNoon’s Legal PDF Series here Case Number: [Redacted] Case Number: Plaintiffs: Tiktok Inc., and Bytedance LTD. Plaintiffs: Defendant: Merrick B. Garland Defendant: Filing Date: May 7, 2024 Filing Date: Location: In the United States Court of Appeals for the District of Columbia Circuit Location: TABLE OF CONTENTS Jurisdictional Statement Jurisdictional Statement Jurisdictional Statement Background and Nature of Proceedings Background and Nature of Proceedings A. TikTok Is a Speech Platform Used by 170 Million Americans. A. TikTok Is a Speech Platform Used by 170 Million Americans. B. The Government Previously Made Unlawful Attempts to Ban TikTok. B. The Government Previously Made Unlawful Attempts to Ban TikTok. C. A Divestiture that Severs TikTok’s U.S. Operations From the Rest of the Globally Integrated TikTok Business Is Not Commercially, Technologically, or Legally Feasible. C. A Divestiture that Severs TikTok’s U.S. Operations From the Rest of the Globally Integrated TikTok Business Is Not Commercially, Technologically, or Legally Feasible. D. The Act Bans TikTok and Other ByteDance Applications. D. The Act Bans TikTok and Other ByteDance Applications. E. Congress Disregarded Alternatives to Banning TikTok, Such as the National Security Measures Petitioners Negotiated with the Executive Branch. E. Congress Disregarded Alternatives to Banning TikTok, Such as the National Security Measures Petitioners Negotiated with the Executive Branch. Grounds On Which Relief Is Sought Grounds On Which Relief Is Sought Ground 1: Violation of the First Amendment Ground 1: Violation of the First Amendment Ground 2: Unconstitutional Bill of Attainder Ground 2: Unconstitutional Bill of Attainder Ground 3: Violation of Equal Protection Ground 3: Violation of Equal Protection Ground 4: Unconstitutional Taking Ground 4: Unconstitutional Taking Requested Relief Requested Relief About HackerNoon Legal PDF Series: We bring you the most important technical and insightful public domain court case filings. This court case retrieved on May 7, 2024, from sf16-va.tiktokcdn.com is part of the public domain. The court-created documents are works of the federal government, and under copyright law, are automatically placed in the public domain and may be shared without legal restriction. About HackerNoon Legal PDF Series: We bring you the most important technical and insightful public domain court case filings. This court case retrieved on May 7, 2024, from sf16-va.tiktokcdn.com is part of the public domain. The court-created documents are works of the federal government, and under copyright law, are automatically placed in the public domain and may be shared without legal restriction. sf16-va.tiktokcdn.com Lead image by Nik on Unsplash Lead image by Nik on Unsplash Nik on Unsplash

Everything You Need to Know About TikTok's Lawsuit Against the United States

It's been a while since my last appearance, but I'm excited to be back and to share something truly special with you. In this article, we'll explore my top 10 Google Sheets features that are guaranteed to boost your productivity, speed up your workflow, and make your data handling more efficient. So, without further ado, let's dive into these game-changing tools! https://youtu.be/iHAvhGO0Df0?si=j6ePVf_Y5814jupV&embedable=true Autofill One of the simplest yet most effective features in Google Sheets is Autofill. Imagine you need to input numbers from 1 to 100—instead of typing each one, simply start the sequence, grab the blue dot at the corner of the cell, and drag down. Google Sheets will fill the rest for you. This works not just with numbers, but with days of the week and months of the year too, saving you a significant amount of time. Removing Whitespace and Duplicates When working with large datasets, cleaning up data is crucial. Google Sheets makes this easy with tools to eliminate unwanted whitespace and duplicates. Just select your range, use the "Trim whitespace" option under Data Cleanup, and voilà—clean, tidy cells. Similarly, the "Remove duplicates" feature ensures that only unique values remain, streamlining your data for better analysis. Alternating Colors Enhancing readability can significantly improve the way you interact with your data. The "Alternating colors" feature applies different colors to alternating rows, making your spreadsheet easier to read and reducing errors when reviewing large blocks of data. Embedding Sheets in Web Pages For those who wish to integrate Google Sheets with their websites, the ability to embed sheets is invaluable. Simply choose to embed your document, copy the provided HTML code, and paste it into your website. This allows you to display live, interactive data directly on your web pages. Data Validation for Dates Data integrity can be maintained by restricting input to certain types of data. For example, you can set a cell to only accept dates. This is done through data validation, where you select "Date" as the criteria, and Google Sheets will provide a handy date picker to ensure accuracy. Importing HTML Need to pull data from a webpage into your spreadsheet? The "ImportHTML" function is your friend. Just write the formula, specify the URL, and choose the table you wish to import. This feature not only saves time but also ensures you can quickly update your spreadsheet with the latest web data. Extracting Unique Values To identify unique entries from a range, the "Unique" function is perfect. It extracts distinct values from your selected range, allowing you to see just the unique information without any repeats. Quick Sheet Creation If you need to create a new spreadsheet quickly, just type "sheets.new" in your Chrome address bar. This shortcut instantly opens a new Google Sheet, helping you get to work right away without navigating through menus. Import Range Sometimes, you might need to share data from a spreadsheet without giving access to the entire file. "Import Range" allows you to import specific ranges from one Google Sheet to another, keeping the data synchronized without manual intervention. Google Translate in Sheets Google Sheets can even translate text directly within cells using the "Google Translate" function. Simply specify the cell, the source language, and the target language, and the translation updates in real-time. Bonus Tip Column Stats For data analysts, the "Column Stats" add-on provides quick statistical insights into data columns without needing to apply complex formulas. This tool is excellent for a high-level overview of data characteristics. Inserting Images in Cells A lesser-known but handy feature is the ability to insert images directly into cells. This functionality allows for a more organized display of visual data, which can be particularly useful for inventory lists, directories, and catalogs. I hope you find these tips helpful for making the most out of Google Sheets. If you enjoyed this article, please consider liking and sharing it. Your feedback is always welcome, so feel free to drop a comment below. Don't forget to subscribe for more useful content, and I look forward to seeing you in future articles! Thank you for your support and happy sheeting! It's been a while since my last appearance, but I'm excited to be back and to share something truly special with you. In this article, we'll explore my top 10 Google Sheets features that are guaranteed to boost your productivity, speed up your workflow, and make your data handling more efficient. So, without further ado, let's dive into these game-changing tools! https://youtu.be/iHAvhGO0Df0?si=j6ePVf_Y5814jupV&embedable=true https://youtu.be/iHAvhGO0Df0?si=j6ePVf_Y5814jupV&embedable=true Autofill One of the simplest yet most effective features in Google Sheets is Autofill. Imagine you need to input numbers from 1 to 100—instead of typing each one, simply start the sequence, grab the blue dot at the corner of the cell, and drag down. Google Sheets will fill the rest for you. This works not just with numbers, but with days of the week and months of the year too, saving you a significant amount of time. Removing Whitespace and Duplicates When working with large datasets, cleaning up data is crucial. Google Sheets makes this easy with tools to eliminate unwanted whitespace and duplicates. Just select your range, use the "Trim whitespace" option under Data Cleanup, and voilà—clean, tidy cells. Similarly, the "Remove duplicates" feature ensures that only unique values remain, streamlining your data for better analysis. Alternating Colors Enhancing readability can significantly improve the way you interact with your data. The "Alternating colors" feature applies different colors to alternating rows, making your spreadsheet easier to read and reducing errors when reviewing large blocks of data. Embedding Sheets in Web Pages For those who wish to integrate Google Sheets with their websites, the ability to embed sheets is invaluable. Simply choose to embed your document, copy the provided HTML code, and paste it into your website. This allows you to display live, interactive data directly on your web pages. Data Validation for Dates Data integrity can be maintained by restricting input to certain types of data. For example, you can set a cell to only accept dates. This is done through data validation, where you select "Date" as the criteria, and Google Sheets will provide a handy date picker to ensure accuracy. Importing HTML Need to pull data from a webpage into your spreadsheet? The "ImportHTML" function is your friend. Just write the formula, specify the URL, and choose the table you wish to import. This feature not only saves time but also ensures you can quickly update your spreadsheet with the latest web data. Extracting Unique Values To identify unique entries from a range, the "Unique" function is perfect. It extracts distinct values from your selected range, allowing you to see just the unique information without any repeats. Quick Sheet Creation If you need to create a new spreadsheet quickly, just type "sheets.new" in your Chrome address bar. This shortcut instantly opens a new Google Sheet, helping you get to work right away without navigating through menus. Import Range Sometimes, you might need to share data from a spreadsheet without giving access to the entire file. "Import Range" allows you to import specific ranges from one Google Sheet to another, keeping the data synchronized without manual intervention. Google Translate in Sheets Google Sheets can even translate text directly within cells using the "Google Translate" function. Simply specify the cell, the source language, and the target language, and the translation updates in real-time. Bonus Tip Column Stats For data analysts, the "Column Stats" add-on provides quick statistical insights into data columns without needing to apply complex formulas. This tool is excellent for a high-level overview of data characteristics. Inserting Images in Cells A lesser-known but handy feature is the ability to insert images directly into cells. This functionality allows for a more organized display of visual data, which can be particularly useful for inventory lists, directories, and catalogs. I hope you find these tips helpful for making the most out of Google Sheets. If you enjoyed this article, please consider liking and sharing it. Your feedback is always welcome, so feel free to drop a comment below. Don't forget to subscribe for more useful content, and I look forward to seeing you in future articles! Thank you for your support and happy sheeting!

Top 10 Favorite Google Sheets Features for Everyday Work

The use of gradients is common in modern web design. We see them everywhere from hero backgrounds to illustrations, text colors, borders, hover animations, and many more. Creating them directly in CSS might take a lot of time and would require some knowledge of how different types of gradients are constructed. To help you out in this article, I compiled some of my favorite gradient makers. I will provide you with the direct link to the tools, give you a concise description, and include a screenshot of the tool, so you can get an initial impression on the fly. Web Gradients A free collection of 180 linear gradients that you can use as content backdrops in any part of your website. Easy copy CSS3 cross-browser code, and use it in a moment! Grabient Add up to 6 colors, and change the angle of the gradient with the modern-looking UI. UI-Gradients Browse lots of predefined gradients from the gallery, and edit the gradient direction in the generator. Opensource, add your own gradients via code. HyperColor A curated collection of beautiful Tailwind CSS gradients using the full range of Tailwind CSS colors. Easily copy and paste the class names, CSS, or even save the gradients as an image. Gradient King Browse lots of gradients based on the color theme. Also includes an option to generate the gradient based on uploaded image colors. Option to sign in, and save your favorites. CoolHue Try the Coolhue Gradient Palette Plugin. With it, you can directly access gradient color palettes from right inside your favorite prototyping tools like Sketch App and Figma. GradientHunt Gradient Hunt is a free and open platform for color inspiration with thousands of trendy hand-made color gradients. CSS Gradient Gradient generator with modern-looking UI and lots of customization options. Gradient Png Supports adding up to 5 colors, switching their positions, changing their weight, and other customization options. Random mode to come up with awesome presets. Mycolor.space Generate a CSS Color Gradient with 2 or 3 colors. Change directions and copy the CSS code when ready. Color Gradient CSS color generator for cool backgrounds and UI elements. Gradient Generator Advanced CSS gradient generator by Josh W.Comeau. Lots of customization options such as color mode, angle, and easing curve. CSS Gradient Generator Create linear and radial gradients. Experiment with random color modes and edit gradient directions. Switch between HEX and RGBA modes. Did You Like the Resources? Here's More 👇 Over the previous months, I've compiled The Ultimate Bundle with every resource you need from starting to learn to code to landing your dream tech role! Includes 900+ resources in total, further divided into 99 categories for easier navigation and access! Save 1000s of hours, and focus on what matters! I'm currently offering 50% OFF just for my readers! Don't miss out on this! ⭐ Get it here: Ultimate Resources Bundle to Land a Job in Tech! ⭐ Writing has always been my passion, and it gives me pleasure to help and inspire people. If you have any questions, feel free to reach out! Make sure to receive the best resources, tools, productivity tips, and career growth tips I discover by subscribing to my newsletter! Also, connect with me on Twitter, LinkedIn, and GitHub! Also published here. The use of gradients is common in modern web design. We see them everywhere from hero backgrounds to illustrations, text colors, borders, hover animations, and many more. Creating them directly in CSS might take a lot of time and would require some knowledge of how different types of gradients are constructed. To help you out in this article, I compiled some of my favorite gradient makers. I will provide you with the direct link to the tools, give you a concise description, and include a screenshot of the tool, so you can get an initial impression on the fly. Web Gradients Web Gradients A free collection of 180 linear gradients that you can use as content backdrops in any part of your website. Easy copy CSS3 cross-browser code, and use it in a moment! Grabient Grabient Add up to 6 colors, and change the angle of the gradient with the modern-looking UI. UI-Gradients UI-Gradients Browse lots of predefined gradients from the gallery, and edit the gradient direction in the generator. Opensource, add your own gradients via code. HyperColor HyperColor A curated collection of beautiful Tailwind CSS gradients using the full range of Tailwind CSS colors. Easily copy and paste the class names, CSS, or even save the gradients as an image. Gradient King Gradient King Browse lots of gradients based on the color theme. Also includes an option to generate the gradient based on uploaded image colors. Option to sign in, and save your favorites. CoolHue CoolHue Try the Coolhue Gradient Palette Plugin. With it, you can directly access gradient color palettes from right inside your favorite prototyping tools like Sketch App and Figma. GradientHunt GradientHunt Gradient Hunt is a free and open platform for color inspiration with thousands of trendy hand-made color gradients. CSS Gradient CSS Gradient Gradient generator with modern-looking UI and lots of customization options. Gradient Png Gradient Png Supports adding up to 5 colors, switching their positions, changing their weight, and other customization options. Random mode to come up with awesome presets. Mycolor.space Mycolor.space Generate a CSS Color Gradient with 2 or 3 colors. Change directions and copy the CSS code when ready. Color Gradient Color Gradient CSS color generator for cool backgrounds and UI elements. Gradient Generator Gradient Generator Advanced CSS gradient generator by Josh W.Comeau . Lots of customization options such as color mode, angle, and easing curve. Josh W.Comeau CSS Gradient Generator CSS Gradient Generator Create linear and radial gradients. Experiment with random color modes and edit gradient directions. Switch between HEX and RGBA modes. Did You Like the Resources? Here's More 👇 Over the previous months, I've compiled The Ultimate Bundle with every resource you need from starting to learn to code to landing your dream tech role! Includes 900+ resources in total, further divided into 99 categories for easier navigation and access! Save 1000s of hours, and focus on what matters! I'm currently offering 50% OFF just for my readers! Don't miss out on this! ⭐ Get it here: Ultimate Resources Bundle to Land a Job in Tech ! ⭐ Get it here: Ultimate Resources Bundle to Land a Job in Tech Ultimate Resources Bundle to Land a Job in Tech Writing has always been my passion, and it gives me pleasure to help and inspire people. If you have any questions, feel free to reach out! Make sure to receive the best resources, tools, productivity tips, and career growth tips I discover by subscribing to my newsletter ! my newsletter my newsletter Also, connect with me on Twitter , LinkedIn , and GitHub ! Twitter Twitter LinkedIn LinkedIn GitHub GitHub Also published here . here

Every Web Designer Should Know These 13 Beautiful Gradient Tools 💯👍

Everything You Need To Know About Managing Go Processes

Introduction: Code deobfuscation is an important skill to learn if we want to be skilled in code analysis and reverse engineering. Obfuscation is a technique used to make a script more difficult to read by humans but allows it to function the same from a technical point of view, though performance may be slower. This article will explain what code deobfuscation is, the reasons for using it, and its potential advantages and disadvantages. Deobfuscated Code: This is usually achieved automatically by using an obfuscation tool, which takes code as input, and attempts to re-write the code in a way that is much more difficult to read, depending on its design For example, consider the following two snippets of code and their output: Snippet 1: console.log("Hello by Dhanush") Output of Snippet 1: Hello by Dhanush Snippet 2: eval(
  (function (p, a, c, k, e, d) {
    e = function (c) {
      return c;
    };
    if (!"".replace(/^/, String)) {
      while (c--) {
        d[c] = k[c] || c;
      }
      k = [
        function (e) {
          return d[e];
        },
      ];
      e = function () {
        return "\\w+";
      };
      c = 1;
    }
    while (c--) {
      if (k[c]) {
        p = p.replace(new RegExp("\\b" + e(c) + "\\b", "g"), k[c]);
      }
    }
    return p;
  })('0.1("2 3 4")', 5, 5, "console|log|Hello|by|Dhanush".split("|"), 0, {}),
); Output of Snippet 2: Hello by Dhanush Snippet 1 contains a simple JavaScript script. It logs the string "Hello by Dhanush" to the console using the console.log() function. In JavaScript, this is a typical method of message output. A more advanced piece of code, found in Snippet 2, uses the eval() function to run a JavaScript function that is generated dynamically. Here is a summary of what is occurring: Because the code is generated and less human-readable, it is obfuscated and difficult to interpret. A function with the arguments p, a, c, k, e, and d is executed by the eval() function. These serve as the function's parameters. The function converts the input string "0.1("2 3 4")" into a console.log("Hello by Dhanush") statement by performing string substitution and manipulation using regular expressions (RegExp). Different sections of the original string are dynamically replaced with their corresponding values by the code. The resultant JavaScript code is then run. Reverse Engineering: Deobfuscation: The practice of reverse engineering or deciphering code that has been purposefully obfuscated or made more challenging to understand is known as deobfuscation. Deobfuscation would entail converting the obfuscated code in the second code snippet back into its original, more readable form. In the second snippet, to make it difficult to understand at first glance, the code has been purposefully obfuscated. Here, the obfuscation strategy entails swapping out meaningful variable names and codes for obscure ones and convoluted reasoning. This type of obfuscation is known as "packing", which is usually recognizable from the six function arguments used in the initial function "function(p,a,c,k,e,d)". There are many online tools also available to obfuscate javascript code like https://beautifytools.com/javascript-obfuscator.php
https://obfuscator.io/ and many more. Reasons for Code Deobfuscation: Protection of Intellectual Property: By making it more difficult for rivals or unauthorized users to reverse engineer and copy the software, obfuscation can be used to safeguard intellectual property, such as algorithms, proprietary business logic, or unique code. Security: Code obfuscation can occasionally be used to improve security by hiding important data, including encryption keys or authentication methods. This makes it more difficult for bad actors to take advantage of flaws or obtain unauthorized access. License Enforcement: Obfuscation makes it harder for users to tamper with license checks or remove limitations from trial versions of software, which helps enforce software licensing agreements. Protection Against Malware Analysis: To make it more difficult for security researchers, antivirus software, and threat analysts to analyze and detect harmful code, malware creators occasionally obfuscate their code. Advantages of Code Deobfuscation: Prevents haphazard reverse engineering
In some circumstances, adds a second degree of security
Protects delicate algorithms and code. Disadvantages of Code Deobfuscation: Does not offer impenetrable defense against determined assailants
Makes it more difficult to maintain and debug code
Can occasionally add performance overhead. Conclusion: Obfuscation of code should be employed sparingly and in conjunction with other security safeguards like encryption, access controls, and routine security audits. It is most frequently employed in situations when securing information or preserving intellectual property are major priorities. Thanks for reading, share this article on social media if you found it useful Connect 👉 Twitter, Threads, Instagram, GitHub, YouTube, Discord ❤️ Introduction: Code deobfuscation is an important skill to learn if we want to be skilled in code analysis and reverse engineering. Obfuscation is a technique used to make a script more difficult to read by humans but allows it to function the same from a technical point of view, though performance may be slower. This article will explain what code deobfuscation is, the reasons for using it, and its potential advantages and disadvantages. Deobfuscated Code: This is usually achieved automatically by using an obfuscation tool, which takes code as input, and attempts to re-write the code in a way that is much more difficult to read, depending on its design For example, consider the following two snippets of code and their output: Snippet 1: console.log("Hello by Dhanush") console.log("Hello by Dhanush") Output of Snippet 1: Hello by Dhanush Hello by Dhanush Snippet 2: eval(
  (function (p, a, c, k, e, d) {
    e = function (c) {
      return c;
    };
    if (!"".replace(/^/, String)) {
      while (c--) {
        d[c] = k[c] || c;
      }
      k = [
        function (e) {
          return d[e];
        },
      ];
      e = function () {
        return "\\w+";
      };
      c = 1;
    }
    while (c--) {
      if (k[c]) {
        p = p.replace(new RegExp("\\b" + e(c) + "\\b", "g"), k[c]);
      }
    }
    return p;
  })('0.1("2 3 4")', 5, 5, "console|log|Hello|by|Dhanush".split("|"), 0, {}),
); eval(
  (function (p, a, c, k, e, d) {
    e = function (c) {
      return c;
    };
    if (!"".replace(/^/, String)) {
      while (c--) {
        d[c] = k[c] || c;
      }
      k = [
        function (e) {
          return d[e];
        },
      ];
      e = function () {
        return "\\w+";
      };
      c = 1;
    }
    while (c--) {
      if (k[c]) {
        p = p.replace(new RegExp("\\b" + e(c) + "\\b", "g"), k[c]);
      }
    }
    return p;
  })('0.1("2 3 4")', 5, 5, "console|log|Hello|by|Dhanush".split("|"), 0, {}),
); Output of Snippet 2: Hello by Dhanush Hello by Dhanush Snippet 1 contains a simple JavaScript script. It logs the string "Hello by Dhanush" to the console using the console.log() function. In JavaScript, this is a typical method of message output. A more advanced piece of code, found in Snippet 2, uses the eval() function to run a JavaScript function that is generated dynamically. Here is a summary of what is occurring: Because the code is generated and less human-readable, it is obfuscated and difficult to interpret. Because the code is generated and less human-readable, it is obfuscated and difficult to interpret. A function with the arguments p, a, c, k, e, and d is executed by the eval() function. These serve as the function's parameters. A function with the arguments p, a, c, k, e, and d is executed by the eval() function. These serve as the function's parameters. The function converts the input string "0.1("2 3 4")" into a console.log("Hello by Dhanush") statement by performing string substitution and manipulation using regular expressions (RegExp). The function converts the input string "0.1("2 3 4")" into a console.log("Hello by Dhanush") statement by performing string substitution and manipulation using regular expressions (RegExp). Different sections of the original string are dynamically replaced with their corresponding values by the code. Different sections of the original string are dynamically replaced with their corresponding values by the code. The resultant JavaScript code is then run. The resultant JavaScript code is then run. Reverse Engineering: Deobfuscation: The practice of reverse engineering or deciphering code that has been purposefully obfuscated or made more challenging to understand is known as deobfuscation. Deobfuscation would entail converting the obfuscated code in the second code snippet back into its original, more readable form. In the second snippet, to make it difficult to understand at first glance, the code has been purposefully obfuscated. Here, the obfuscation strategy entails swapping out meaningful variable names and codes for obscure ones and convoluted reasoning. This type of obfuscation is known as "packing", which is usually recognizable from the six function arguments used in the initial function "function(p,a,c,k,e,d)". There are many online tools also available to obfuscate javascript code like https://beautifytools.com/javascript-obfuscator.php https://obfuscator.io/ https://beautifytools.com/javascript-obfuscator.php https://beautifytools.com/javascript-obfuscator.php https://obfuscator.io/ https://obfuscator.io/ and many more. Reasons for Code Deobfuscation: Protection of Intellectual Property: By making it more difficult for rivals or unauthorized users to reverse engineer and copy the software, obfuscation can be used to safeguard intellectual property, such as algorithms, proprietary business logic, or unique code. Protection of Intellectual Property: By making it more difficult for rivals or unauthorized users to reverse engineer and copy the software, obfuscation can be used to safeguard intellectual property, such as algorithms, proprietary business logic, or unique code. Protection of Intellectual Property: Security: Code obfuscation can occasionally be used to improve security by hiding important data, including encryption keys or authentication methods. This makes it more difficult for bad actors to take advantage of flaws or obtain unauthorized access. Security: Code obfuscation can occasionally be used to improve security by hiding important data, including encryption keys or authentication methods. This makes it more difficult for bad actors to take advantage of flaws or obtain unauthorized access. Security: License Enforcement: Obfuscation makes it harder for users to tamper with license checks or remove limitations from trial versions of software, which helps enforce software licensing agreements. License Enforcement: Obfuscation makes it harder for users to tamper with license checks or remove limitations from trial versions of software, which helps enforce software licensing agreements. License Enforcement: Protection Against Malware Analysis: To make it more difficult for security researchers, antivirus software, and threat analysts to analyze and detect harmful code, malware creators occasionally obfuscate their code. Protection Against Malware Analysis: To make it more difficult for security researchers, antivirus software, and threat analysts to analyze and detect harmful code, malware creators occasionally obfuscate their code. Protection Against Malware Analysis: Advantages of Code Deobfuscation: Prevents haphazard reverse engineering In some circumstances, adds a second degree of security Protects delicate algorithms and code. Prevents haphazard reverse engineering In some circumstances, adds a second degree of security Protects delicate algorithms and code. Disadvantages of Code Deobfuscation: Does not offer impenetrable defense against determined assailants Makes it more difficult to maintain and debug code Can occasionally add performance overhead. Does not offer impenetrable defense against determined assailants Makes it more difficult to maintain and debug code Can occasionally add performance overhead. Conclusion: Obfuscation of code should be employed sparingly and in conjunction with other security safeguards like encryption, access controls, and routine security audits. It is most frequently employed in situations when securing information or preserving intellectual property are major priorities. Thanks for reading, share this article on social media if you found it useful Thanks for reading, share this article on social media if you found it useful Connect 👉 Twitter , Threads , Instagram , GitHub , YouTube , Discord ❤️ Twitter Twitter Threads Threads Instagram Instagram GitHub GitHub YouTube YouTube Discord Discord

What Is Javascript Deobfuscation? Everything You Need to Know

Mastering Maps in Go: Everything You Need to Know

গো-তে মানচিত্র আয়ত্ত করা: আপনার যা জানা দরকার

Maps in Go meistern: Alles, was Sie wissen müssen

Dominar mapas en Go: todo lo que necesitas saber

Maîtriser les cartes en Go : tout ce que vous devez savoir

गो में मानचित्रों पर महारत हासिल करना: वह सब कुछ जो आपको जानना चाहिए

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