Pinned Repositories
Algorithms-and-Data-Structures
Repository for storing implementations of various algorithms & competitive programming problems
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning, Machine Learning and Artificial Intelligence tutorials - originally created by Donne Martin and will be expanded in areas of AI/Deep Learning / Machine Vision and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until atleast 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
awesome-qa
😎 A curated list of the Question Answering (QA)
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
Beginners-Python-Examples
Basic Python CLI programs
DeepLearn
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
deeplearning-models
A collection of various deep learning architectures, models, and tips
deepschool.io
Deep Learning tutorials in jupyter notebooks.
sougata09's Repositories
sougata09/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!
sougata09/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. 🧠
sougata09/Awesome-Power-BI
Awesome Power BI
sougata09/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
sougata09/Cookbook
The Data Engineering Cookbook
sougata09/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
sougata09/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
sougata09/data-engineering-zoomcamp
Free Data Engineering course!
sougata09/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.
sougata09/dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
sougata09/git_tuitorial
sougata09/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.
sougata09/kafka-flight-demo
Using OpenSky API to track flights in real-time. Kafka + MemSQL/BigQuery
sougata09/leetcode
Leetcode solutions
sougata09/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
sougata09/ML-Papers-Explained
Explanation to key concepts in ML
sougata09/Modern-Computer-Vision-with-PyTorch
Modern Computer Vision with PyTorch, published by Packt
sougata09/My-Competitive-Programming
sougata09/notebooks
Notebooks using the Hugging Face libraries 🤗
sougata09/notebooks-1
Jupyter notebooks for the Natural Language Processing with Transformers book
sougata09/practical-nlp
Official Repository for 'Practical Natural Language Processing' by O'Reilly Media
sougata09/Projects-
This repository is related to all about Machine Learning, Deep Learning, Computer Vision, NLP, and Research Projects
sougata09/ResourceBank_CV_NLP_MLOPS_2022
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
sougata09/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.
sougata09/sougata09
sougata09/sql-masterclass
sougata09/star-jeans-app
sougata09/tssovi
sougata09/udlbook
Understanding Deep Learning - Simon J.D. Prince
sougata09/unsw