RLHF vs RLAIF: Who Should Teach an AI What “Good” Looks Like?
Author(s): Rajendran S Originally published on Towards AI. RLHF vs RLAIF: Who Should Teach an AI What “Good” Looks Like? A large language model trained on the internet is exceptionally good at one thing: predicting the next token. Feed it “The capital …
26 Important Concepts that you should learn in Linear Algebra for Machine Learning — PART II
Author(s): Rajendran S Originally published on Towards AI. Linear Algebra, being one of the most important subjects, is essential for anyone who’s working with data and predictive algorithms. This is Part II of the two-part linear algebra series. You can read Part …
26 Important Concepts that you should learn in Linear Algebra for Machine Learning — PART I
Author(s): Rajendran S Originally published on Towards AI. Machine Learning is the most fascinating field in the era of AI development. While many people put effort into learning machine learning, most of them fail to understand the core mathematics behind predictive models. …
Calculus You Actually Need for Machine Learning
Author(s): Rajendran S Originally published on Towards AI. Calculus You Actually Need for Machine Learning While working on machine learning projects, it might look like a world full of algorithms, datasets, and model tuning — but behind everything lies a powerful mathematical …
MultiModal AI, a Step Towards AGI.
Author(s): Rajendran S Originally published on Towards AI. Our lives have become much easier with the emergence of AI systems that can interpret and synthesise on their own with the provided input. Ever wondered how they could be so smart, so aware, …