mrdbourke / machine-learning-roadmapLinks
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
☆7,713Updated 2 years ago
Alternatives and similar repositories for machine-learning-roadmap
Users that are interested in machine-learning-roadmap are comparing it to the libraries listed below
Sorting:
- Awesome free machine learning and AI courses with video lectures.☆2,972Updated 8 months ago
- Toturials coming with the "data science roadmap" picture.☆7,226Updated 6 months ago
- The Ultimate FREE Machine Learning Study Plan☆3,072Updated last year
- Data science interview questions and answers☆9,436Updated 3 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,225Updated last year
- All You Need to Know About Deep Learning - A kick-starter☆4,634Updated 2 years ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,550Updated 4 years ago
- A log of things I'm learning☆6,642Updated 2 weeks ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,893Updated last year
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,182Updated 3 years ago
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆26,269Updated 2 weeks ago
- Carefully curated resource links for data science in one place☆3,084Updated last year
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,865Updated 2 years ago
- 🧮 A collection of resources to learn mathematics for machine learning☆5,280Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,499Updated 2 months ago
- Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written…☆5,533Updated 2 years ago
- This repo contains annotated research papers that I found really good and useful☆2,742Updated last month
- A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep☆4,189Updated 11 months ago
- A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and cod…☆2,241Updated 3 years ago
- Roadmap to becoming an Artificial Intelligence Expert in 2022☆30,178Updated last year
- A mindmap summarising Deep Learning concepts.☆1,697Updated 6 years ago
- 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo☆1,743Updated 9 months ago
- Classical equations and diagrams in machine learning☆7,813Updated last year
- Approaching (Almost) Any Machine Learning Problem☆8,020Updated 2 years ago
- Repository for the free online book Machine Learning from Scratch (link below!)☆1,226Updated last year
- A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resour…☆3,143Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,533Updated 2 years ago
- This repo is to add pages on various career paths and roadmaps such as data scientist, software engineer etc.☆717Updated 3 years ago
- Machine Learning algorithm implementations from scratch.☆1,502Updated last year
- 100 Days of ML Coding☆47,987Updated last year