Adarsh Kuthuru's Projects
A day to day plan for this challenge. Covers both theoritical and practical aspects
Website
Retrieval-Augmented Generation (RAG) using GPT-3 and Enterprise Data
Performance analysis of predictive (alpha) stock factors
Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.
Probably the best curated list of data science books in Python
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Projects as part of coursework on Big Data with Scala and Spark
A collection of tutorials on Hadoop, MapReduce, Spark, Docker
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Collection of useful data science topics along with articles, videos, and code
Data science interview questions and answers
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Code from the Deep Learning Specialization Assignments run on my local machine
Code for the online course "Deployment of Machine Learning Models"
Efficient Python Tricks and Tools for Data Scientists
Coursera MOOC on the principles of functional programming and Scala
Leetcode Solutions in Python for Grind 75