Can Complex Functions be the next breakthrough in Computer Vision? — Join 31K+ AI People keeping in touch with the most important ideas in Machine Learning through my free newsletter over here Recently, someone in my LinkedIn network shared this very interesting paper with me. Titled, “CoShNet: A Hybrid Complex Valued Neural Network using Shearlets”, this paper proposes the use of…

With all the discussion around Bias in ChatGPT and Machine Learning, these techniques might be very helpful — Join 31K+ People keeping in touch with the most important ideas and development in AI and Machine Learning through my free newsletter over here 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…

A much-needed reality check for AI Researchers and Engineers caught up in the hype around Deep Learning — Join 31K+ AI People keeping in touch with the most important ideas in Machine Learning through my free newsletter over here 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…

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…

Content to help you keep up with Machine Learning, Deep Learning, Data Science, Software Engineering, Finance, Business, and more — A lot of people reach out to me for reading recommendations. I figured I’d start sharing whatever AI Papers/Publications, interesting books, videos, etc I came across each week. Some will be technical, others not really. I will add whatever content I found really informative (and I remembered throughout the week)…

Here is what 2 simple prompts about Tom Cruise and his mother can teach you about a curse haunting LLMs and AI. — A good way to test a language models ability to generalize and language understanding is to reverse the order in statements. By common sense, we know that if “A is B” then “B is A”. Testing a model’s ability to catch this is necessary in evaluating its NLU capabilities. However…

Understanding Remote Procedure Calls and their benefits to modern system design — In today’s interconnected world, systems communication plays a vital role in enabling seamless interactions between various components. Remote Procedure Calls (RPCs) have emerged as a fundamental mechanism for communication b/w processes in modern systems design. In today’s edition of Tech Made Simple, we will explore what RPCs are, why they…

Understanding the Black Box nature of Deep Learning — We often hear people criticize deep learning for being black-box. But what does this mean and why is this an issue? Deep learning is called black box because it is difficult to understand how deep neural networks make their decisions. This is due to a number of factors, including: The…

Deep Insights from an AI Leader in Big Tech — Dr. Chris Walton is a Senior Applied Science Manager at Amazon. His LinkedIn is a treasure trove of insights into leading AI/ML teams and understanding integrating these technologies into systems. Such content is severely underserved and thus Chris’s content is extremely valuable for anyone who wants to lead effective AI…