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1. Ensemble-Learning Ensemble-Learning Public

   Business Problem: The high churn could become a bigger problem. To find new drivers, Ola is casting a wide net, including people who don’t have cars for jobs. But this acquisition is really costly.…

   Jupyter Notebook

2. Hypothesis-Testing Hypothesis-Testing Public

   Business Problem: Which variables are significant in predicting the demand for shared electric cycles in the Indian market and how well those variables describe the electric cycle demands.

   Jupyter Notebook

3. Recommendation-System Recommendation-System Public

   Business Problem: Create a Recommender System to show personalized movie recommendations based on ratings given by a user and other users similar to them in order to improve user experience.

   Jupyter Notebook

4. Generative-AI-RAG-LLMs Generative-AI-RAG-LLMs Public

   Business Problem: Build a Medical Assistant chatbot to handle patient queries using Generative AI, Retrieval-Augmented Generation (RAG), and LLMs.

   Jupyter Notebook

5. InstructLab-PEFT-LLMs InstructLab-PEFT-LLMs Public

   Please refer to this link, which showcases step-by-step PEFT(Parameter Efficient Fine-Tuning) LLMs using InstructLab, for Oppenheimer movie use-case.

6. AI-Agents AI-Agents Public

   A comprehensive starter kit demonstrating the power of modern agentic frameworks like AutoGen, BeeAI, LangChain, LangGraph, CrewAI etc. that are applied to real-world industry scenarios.

   Python