Sougata Pramanik's repositories
tensorflow-deep-learning-mrdbourke
Exploring mrdbourke's awesome 🔥 course on Deep Learning using Tensorflow. Beautiful Jupyter notebooks, a well structured installable Python package, issues tracking on a Kanban board, and a deployed Github Page website. Come dive in!
annotated_deep_learning_paper_implementations
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
Awesome-Power-BI
Awesome Power BI
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Covid-19-and-Aviation-Industry
The goal of this project is to analyse the impact of Covid-19 on the Aviation industry through data engineering processes using technologies such as Apache Airflow, Apache Spark, Tableau and couple of AWS services
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
data-engineering-zoomcamp
Free Data Engineering course!
Data-Science-Interview-Resources
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
IBM-Data-Engineer-Specialization-Coursera-Personal-Note-Public
All of my individual learning materials, documents, and notes from the process of getting the Coursera IBM Data Engineer Professional Certificate specialization are stored in this repository.
kafka-flight-demo
Using OpenSky API to track flights in real-time. Kafka + MemSQL/BigQuery
leetcode
Leetcode solutions
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ML-Papers-Explained
Explanation to key concepts in ML
Modern-Computer-Vision-with-PyTorch
Modern Computer Vision with PyTorch, published by Packt
notebooks
Notebooks using the Hugging Face libraries 🤗
notebooks-1
Jupyter notebooks for the Natural Language Processing with Transformers book
practical-nlp
Official Repository for 'Practical Natural Language Processing' by O'Reilly Media
Projects-
This repository is related to all about Machine Learning, Deep Learning, Computer Vision, NLP, and Research Projects
ResourceBank_CV_NLP_MLOPS_2022
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
Resume-Matcher
Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
udlbook
Understanding Deep Learning - Simon J.D. Prince