Best Free Resources to Learn Machine Learning
In this blog post, we will explore the best free resources available online to learn Machine learning(ML). Machine learning is a subfield of artificial intelligence that Learn from data. Whether you are a beginner looking to get started with ML or an experienced practitioner searching for advanced learning materials, this comprehensive list of free resources will help you gain the knowledge and skills needed to excel in ML.
1- Blogs and Websites
- Made With ML
- Enjoyalgorithms
- Catbog88
- Sigmoid-academy
- AI and Data Scientist Roadmap
- AIML.com
- Coursesteach.com
- calmcode.io
- Machine Learning-Exercise in Python
- AI and Data Scientist Roadmap
- Dataschool(Youtube,Github)
- e2eml.school
- 100daysofml
- Steve Brunton
- Serrano.Academy(Youtube Channel)
- coderzcolumn
- code.101ai.net
- Analyticsvidhya
- ML Code Challenges
2-Online Courses
- Machine Learning(Google)
- Machine Learning From Scratch — Playlist on YouTube (Python Engineer)
- Machine Learning Zoomcamp
- Awesome Machine Learning and AI Courses
- Stanford CS229: Machine Learning Full Course taught by( Andrew Ng)
- Crème de la crème of AI courses
- Google Machine Learning Education
- Introducing machine-learning concept
- ML-University
- Making Friends with Machine Learning
- Machine Learning with Python (IBM)
- ML YouTube Courses
- Machine Learning Road
- Computer Science courses with video lectures
- Courses-SkalskiP
- Introduction of Machine learning (Sebastian Raschka)
- ai_all_resources_887
- Over 100+ Free Machine Learning Study resources
- Introduction to Machine Learning
3- Best free GitHub repository to Learn ML
- Awesome Machine Learning and AI Courses
- ML-University
- Data Science:
- Awesome Machine Learning and AI Courses
- 100-Days-Of-ML-Code
- Data-Science-Roadmap
- ml
- Practical Machine Learning with Python
- Machine-Learning-with-Python
- ai-developer-resources
- Awesome Production Machine Learning
- ai_all_resources_887
3- Best free Youtube Channel,redit group etc
- TileStats
- dfdsfds
4-ML Datasets
- 32 datasets to uplift your skills in data science
- Machine Learning and Data Science Applications in Industry
5- Platforms for Collaborate data scientists
6 Auto Machine Learning
7-Road Map
- joindeltaacademy
- Machine Learning Roadmap (still valid for 2021)
- Machine Learning Roadmap
- AI Expert in 2022
- AI and Data Scientist Roadmap
- Distilled AI
- Roadmap.sh
- I.am.ai
8-Cloud base ML Platforms
- Google Cloud AI Platform:
- IBM Watson
- Microsoft Azure Cognitive Services
- Amazon SageMaker
- Salesforce Einstein
9-Machine learning Notbook
10-Data Science Communities
- r/datascience(Reddit)
- r/machinelearning(Reddit)
- Kaggle
- Data Science Community (moderated)(linkedin)
- KDnuggets Data Science & Machine Learning (Moderated)(linkedin)
- Artificial Intelligence, Machine Learning, Data Science & Robotics(linkedin)
- Machine Learning Community (Moderated)(linkedin)
- Artificial Intelligence, Deep Learning, Machine Learning(linkedin)
- DataTalks.club
11-Machine Learning Frameworks
- Scikit-Learn
- JAX
- Flax
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