Github Repositories Trend
ebatty/MathToolsforNeuroscience
Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)
Total stars
381
Stars per day
1
Created at
1 year ago
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Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
A repo for the pre-course work at home exercises
List of resources & possible pathway for the Math of Machine Learning and AI.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
🧮 A collection of resources to learn mathematics for machine learning
Language model alignment-focused deep learning curriculum
Code and associated files for the AI Programming with Python Nanodegree Program
The Ultimate FREE Machine Learning Study Plan
100 Days of ML Coding


jonkrohn/ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Total stars
1,562
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NeuromatchAcademy/precourse
A repo for the pre-course work at home exercises
Total stars
520
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LearnMachineLearning/the-math-of-intelligence
List of resources & possible pathway for the Math of Machine Learning and AI.
Total stars
379
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MacroAnalyst/Linear_Algebra_With_Python
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Total stars
1,753
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dair-ai/Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
Total stars
2,771
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jacobhilton/deep_learning_curriculum
Language model alignment-focused deep learning curriculum
Total stars
425
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udacity/AIPND
Code and associated files for the AI Programming with Python Nanodegree Program
Total stars
493
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python-engineer/ml-study-plan
The Ultimate FREE Machine Learning Study Plan
Total stars
2,465
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Avik-Jain/100-Days-Of-ML-Code
100 Days of ML Coding
Total stars
38,146
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