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…

The structure of variables in your dataset could be maximized for better Language Model Performances — Join 32K+ people and get insights on the most important ideas in AI straight to your inbox through my free newsletter- AI Made Simple As research into Large Language Models become more and more mainstream, we have seen a lot of research into how they can be used more effectively…

How to pick good dependencies for Production Code. Citing an amazing article by Phil Booth. — Join 32K+ people and get insights on the most important ideas in AI straight to your inbox through my free newsletter- AI Made Simple A while back, we wrote about the rise of open source in two articles. We covered two important ideas- why open source beats traditional organizations in…

A neat little trick for making your computations more effective- — Join 32K+ people and get insights on the most important ideas in AI straight to your inbox through my free newsletter- AI Made Simple Most of you know how to use AND, OR, and NOT operations, However, very few of you have mastered these operations. Which is a bummer, because…

How Google hit top performance in Object Detection and Localization while maintaining top performance in Classification- without scaling up — Join 32K+ people and get insights on the most important ideas in AI straight to your inbox through my free newsletter- AI Made Simple As I’ve covered in older articles, Convolutional Neural Networks are back in fashion for computer vision-related tasks. When compared to Vision Transformers, CNNs are simpler and…

One of the most important concepts that you will come in the software engineering. — Join 32K+ people and get insights on the most important ideas in AI straight to your inbox through my free newsletter- AI Made Simple The normal distribution. If there was a mount rushmore of Math Concepts, this would be a first-draft pick. The normal distribution shows up in so many…