Pradeep GoelPart 3 — Supervised learning: Regression and ClassificationNotes from week 3. Logistic regression is an important learning algorithm. In week 3, we learn about logistic/sigmoid function, cost…Aug 16Aug 16
Pradeep GoelNotes from Supervised Machine Learning: Regression and Classification — Part 2Notes from week 2 material, how to do liner regression with multiple input variables, vectorization, feature scaling and feature…Aug 14Aug 14
Pradeep GoelNotes from Supervised Machine Learning: Regression and Classification — Part 1Notes from the week 1 material. This covers liner regression, cost function, and gradient descentAug 14Aug 14
Pradeep GoelEmerging GenAI use cases to increase customer engagement at your ecommerce siteGenerative AI is becoming an important part of all activities across the value chain of an enterprise. E-commerce retailers are fast…Apr 2Apr 2
Pradeep GoelAn Overview of Vector Database and its UsagesThe Vector databases are at the core of many AI applications. We discuss the need for a vector database and how it works.Mar 24Mar 24
Pradeep GoelGenerating Realistic Videos from text prompt using OpenAI SORASORA lets you generate high-definition, realistic videos from text prompt that has many emergent capabilities due to its large-scale…Feb 20Feb 20
Pradeep GoelUnderstand your users better using Sentiment AnalysisBuilding a sentiment analysis system can be a complex undertaking, a LLM makes this task easier to find out the sentiments in a user’s…Feb 11Feb 11
Pradeep GoelRAG — Advanced Methods and Evaluation FrameworkLearn to improve retrieval form the vector stores and evaluate LLM responses with TruLens.Jan 27Jan 27