AI, Data Science, Machine Learning & IOT
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Free Maths For Machine Learning Course Overview:
Part 01: Linear Algebra and Mathematical Foundation
Part 02: Analytic Geometry
Part 03: Matrix Decomposition
Part 04: Vector Calculus
Part 05: Statistics
Part 06: Empirical Risk Minimization Theory
@coursenuggets @kdnuggets @datasciencechats
#beginners #math #machinelearning
https://www.youtube.com/playlist?list=PLaU7MWI8yG9Uxszchxz-M0u-765vnu6g9
Best-of Machine Learning with Python - A ranked list of awesome machine learning Python libraries.
https://github.com/ml-tooling/best-of-ml-python

#python #projects #machinelearning
@kdnuggets @datasciencechats
🎯 Awesome-public-dataset is there to help. In a GitHub repository, you can find a curated list of datasets divided by area. A great resource to make some exercise and to test new models
#datasets #machinelearning
@kdnuggets @datasciencechats
https://github.com/awesomedata/awesome-public-datasets
Important machine learning concepts through visual essays in a fun, informative, and accessible manner by Amazon
#machinelearning #beginners
@kdnuggets @datasciencechats
https://mlu-explain.github.io/
This is an awesome Free AutoML Book.
Get it by joining our Linkedin group where it is posted.
#automl #machinelearning #book
@kdnuggets @datasciencechats
https://bit.ly/3ME78gN
πŸš€ Popular YouTube Channels to Learn AI & ML πŸ€–πŸ“š
Whether you’re a beginner or going deep into research, these channels are gold for AI/ML learning πŸ‘‡
1️⃣ Andrej Karpathy – Learn deep learning straight from a legend
πŸ‘‰ Watch here
2️⃣ Sebastian Raschka – Clear explanations on ML, PyTorch & research
πŸ‘‰ Watch here
3️⃣ sentdex – Hands-on Python, ML & practical coding
πŸ‘‰ Watch here
4️⃣ StatQuest with Josh Starmer – ML & stats made ridiculously simple
πŸ‘‰ Watch here
5️⃣ Jeremy Howard – Practical deep learning & fast. ai insights
πŸ‘‰ Watch here
6️⃣ Krish Naik – End-to-end AI, ML & career-focused content
πŸ‘‰ Watch here
7️⃣ CampusX – Structured data science & ML learning paths
πŸ‘‰ Watch here
8️⃣ 3Blue1Brown – Math intuition behind ML like never before
πŸ‘‰ Watch here
9️⃣ MIT OpenCourseWare – World-class AI & ML courses for free
πŸ‘‰ Watch here
πŸ”Ÿ Stanford Online – Learn AI from the pioneers shaping the field
πŸ‘‰ Watch here
Follow @coursenuggets for more.
Our other channels @kdnuggets @datasciencechats

πŸ’‘ Save this post, pick one channel, and start today. Consistency > everything.
#AI #MachineLearning #DeepLearning #DataScience #LearningResources