sinsat's repositories
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
project-based-learning
Curated list of project-based tutorials
100-Days-of-ML-Learning
This Repo Contain 100 Days of ML . So Please Stay Tuned for More ML Stuff
30-Days-Of-Python
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
99-ML-Learning-Projects
A list of 99 machine learning projects for anyone interested to learn from coding and building projects
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-mlops
A curated list of references for MLOps
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Best-Data-Science-and-ML-Courses
This repository contains best courses you MUST take to skyrocket your Data Science and Machine Learning Journey
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
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.
data-science-interviews
Data science interview questions and answers
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
free-programming-books
:books: Freely available programming books
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
LearnML
This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
mindsdb
In-Database Machine Learning
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
practical-python
Practical Python Programming (course by @dabeaz)
python-cheatsheet
All-inclusive Python cheatsheet
python-mastery
Advanced Python Mastery (course by @dabeaz)
reference
⭕ Share quick reference cheat sheet for developers.
SQL-Portfolio-Projects
This Repo Contain Awesome SQL Project
Statistics-With-Python-TheCompleteGuide
This repository is entirely dedicated to statistics and the Python implementation of statistics.
sweetviz
Visualize and compare datasets, target values and associations, with one line of code.