Rama's starred repositories
chatbot-ui
AI chat for every model.
algorithms
Minimal examples of data structures and algorithms in Python
chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
data-science-interviews
Data science interview questions and answers
engineering-management
A collection of inspiring resources related to engineering management and tech leadership
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
Interactive_Tools
Interactive Tools for Machine Learning, Deep Learning and Math
pymc-resources
PyMC educational resources
MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
Adv_Fin_ML_Exercises
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
fsdl-text-recognizer-project
Lab materials for the Full Stack Deep Learning Course
MLOPs-Primer
A collection of resources to learn about MLOPs.
Transformers-for-NLP-2nd-Edition
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
clean-code-ml
:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT
stat451-machine-learning-fs20
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
MLSys-NYU-2022
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
rethinking-tensorflow-probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability