Change Machine

Week 5: Reading list & news to keep up-to-date with Javascript, Python, DevOps, Cloud, Serverless…

We all want our startups to be the next Uber, the next Airbnb.

Is This Industry Ripe for Disruption?

Cut through VPN hype. Discover the  true benefits and limits.

How VPNs Work: A Simplified Breakdown for Non-Techies

There is a general debate going on how ethical or unethical the use of AI is, however not many people are talking about the challenges in adoption of AI by Small and Medium-sized enterprises. So, before we go onepondering about how people will lose their jobs due to AI , or before weactually start looking for new careers without actually knowing what  AI is about, let me take you through a few challenges we are facing in the implementation of Machine learning and Deep learning programs and apps developed on AI platforms, in the real world especially by the majority of businesses around the globe.

Challenges in successful implementation of Machine Learning AI in SMEs

From almost instinctual guidance, consider what ‘snaps’ your attention, what strangles your gaze.

Marching to Programmable-Intelligence

As many still worry about how robots are rapidly going to replace humans for repetitive and monotonous activities, Wall Street’s key players are already applying Artificial Intelligence for operations that until now would have required the most skilled financial brains available on the market.

AI and ML influence on the worldwide finance and trading environment

This article is excerpted from chapter 10 of my Manning book, <a href="https://www.manning.com/books/linux-in-action?a_aid=bootstrap-it&amp;a_bid=4ca15fc9" target="_blank">Linux in Action</a>. Besides the book, you can also work through <a href="https://www.manning.com/livevideo/linux-in-motion?a_aid=bootstrap-it&amp;a_bid=0c56986f&amp;chan=motion1" target="_blank">Linux in Motion</a> — a hybrid course made up of more than two hours of video and around 40% of the text of Linux in Action.

Securing your network connections using OpenVPN

The <a href="https://hackernoon.com/tagged/architecture" target="_blank">architecture</a> of my Amazon Web Services application was supposed to be <a href="https://github.com/antsankov/MrRoadboto" target="_blank">simple</a>. It’s two independent Lambda functions with a Redis cache between them for persistence. By purchasing Lambda compute power by the millisecond, I thought my app would be stupid cheap, possibly even free! I hadn’t even launched into production when I got my first bill for my partial month of development: $26.97 and if that wasn’t bad enough, my forecast for the following month was supposed to be $40.78 and nobody had even used my app!

Dealing with a nasty AWS Billing Surprise: Beware the defaults.

AI policy must prioritize diversity, resilience, and human-machine co-evolution to prevent systemic risks and adapt to cultural and societal changes.

Should All Machines be Equal?

This project aims to create a data-driven ESG evaluation system that can provide better guidance and more systemized scores by incorporating social sentiment.

Creating a Systematic ESG Scoring System: Conclusion and Bibliography

Asset-oriented programming is when a virtual machine understands what an asset — or a token, is. 

What Is Asset-Oriented Programming, and Why Will It Radically Improve DeFi 

How to Maintain a Legacy Codebase

Data is a central piece of the climate change debate. With the climate change datasets on this list, many data scientists have created visualizations and models to measure and track the change in surface temperatures, sea ice levels, and more. Many of these datasets have been made public to allow people to contribute and add valuable insight into the way the climate is changing and its causes. 

11 Best Climate Change Datasets for Data Science Projects

[Updated - 14 December, 2020] : Course updated, Now you can run the NodeRED Instance in any AWS Region, which uses secure HTTPS connection using self-signed Certificate (Generated during boot up) & set non-default Password & Username to login to NodeRED Admin Dashboard.]

Cloud Home Automation Series Part 3 : Create web-client in Node-RED to control ESP32 from Web

This post uses a concrete CTF problem to show you step-by-step how to find and execute a one gadget and eventually spawn a shell.

Introduction to One Gadget: A Necessary Tool for Exploitation

This post shows you how to exploit a v8 heap overflow bug - *CTF 2019 oob-v8. It presents two novel points: similar exploitation, primitive escalation.

How to Exploit the Heap Overflow Bug *CTF 2019 oob-v8

The entire world is engulfed into a corona pandemic attack. At present, there are 191127 positive cases of noble COVID-19 infection all over the world with total fatalities of 7807 according to a report by the World Health Organization(WHO).

How Predictive RBPs with DL can help get a vaccine for Corona faster?

The need for architectural patterns in swift applications

Introducing Spin: a Universal Feedback Loop System in Swift

“Digital twin is a digital representation of a physical entity that helps in tracking and modifying the activities of the object real-time”.

All You Need to Know About the Life-Changing Digital Twin Technology

Together with the rise of the Internet, access to large repositories of data has helped machine learning technology grow exponentially. The incredibly quick pace of growth was unprecedented. As a result, it is obvious that AI will make a significant impact on the world in the years to come. However, with the numerous established and emerging fields of AI around today, such a blanket statement doesn’t provide much concrete meaning. 

AI Technologies that are Reshaping Social Infrastructure

With astronomical rise in the number of smartphones, the mobile app download is expected to rise to 258 billion by 2022 and projected to generate a revenue of $808.7 billion. 

Mobile App Development and Blockchain: Use Cases

Brazil has developed what is being called an “e-democracy” tool which allows anyone in the public to edit legislative texts and add suggestions.

Brazil Open Sources Legislative Texts

Of course, these aren’t questions that most of us worry about. We generally don’t believe that our jobs will disappear anytime soon.

“What Will Happen to Our Jobs Tomorrow”?

This guide will explain how to use Docker in everyday work and move on with Continuous <a href="https://hackernoon.com/tagged/development" target="_blank">Development</a>.

Introduction to Docker

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