With all the discussion around Bias in ChatGPT and Machine Learning, these techniques might be very helpful — Machine Learning has swept the world recently. Thanks to all the amazing results companies have been rushing to adopt Data-Driven decision-making into their processes. Given all the amazing demos by DALLE, StableDiffusion, and now ChatGPT, more and more people are waking up to the potential of AI. However, some people…

A much-needed reality check for AI Researchers and Engineers caught up in the hype around Deep Learning — To help me understand you fill out this survey (anonymous) With all the hype around Deep Learning and the new 100-Million Parameter models, it can be easy to forget that these large neural networks are just tools, and they have all their biases and weaknesses. …

I got this without a master’s degree or a US citizenship — To help me understand you fill out this survey (anonymous) Getting a role in Machine Learning is hard, especially as an undergraduate student. More so if you’re an international student in the United States. …

A step by step guide to getting into machine learning — To help me understand you fill out this survey (anonymous) As my content becomes more popular, I have more people reach out to me with a variety of questions. A common theme among them is from people looking to break into Machine Learning. More specifically, this is from people trying…

With all the insane developments in Machine Learning, there is one company that has made developments that will define the field. — If you like my writing, I would really appreciate an anonymous testimonial. You can drop it here. Here is an interesting question for you- What company did the most to establish itself in the arms race we have seen going on in Machine Learning? Most people would think of ChatGPT…

How can you stand out during your internship or early career to get ahead? — If you like my writing, I would really appreciate an anonymous testimonial. You can drop it here. How can you turn your internship into a return offer? What can you do to quickly move from a junior developer role into a more senior position? These are questions that a lot…

This is a mistake made by a lot of Data Scientists, Statisticians, Deep Learning Engineers, and Mathematicians. — The most important stage in Data Analysis is called Data Exploration. This involves looking the at data you have collected, studying it for clues about the underlying problem, and combining those clues with your prior domain knowledge to gain useful insights. These insights guide your next step.

What businesses, governments, and leaders should learn from Bell Labs, the company that built the modern world. — What is common between the C programming language, Solar Cells, the Laser, and the legendary operating system UNIX? All of these were invented by people in one group, Bell Labs. And within the span of roughly 10 years. Talk about a 10-year challenge. And if you think I’m cherry-picking a…

How can you improve code quality and reduce code smells? Here are some deceptively simple but powerful techniques — If you like my writing, I would really appreciate an anonymous testimonial. You can drop it here. Clean Code, It’s one of those terms that is thrown around a lot. Obviously, you want to write code that is pristine, but what does that actually mean? This can be a hard…