Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,184
lessons
Skills in this topic
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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
What inspired you to study Natural Language Processing? - Chris Manning & Andrew Ng
ML Fundamentals โšก AI Lesson
What inspired you to study Natural Language Processing? - Chris Manning & Andrew Ng
Stanford Online Beginner 2y ago
Top 30 Twitter Accounts for Machine Learning Research
ML Fundamentals โšก AI Lesson
Top 30 Twitter Accounts for Machine Learning Research
Aladdin Persson Beginner 2y ago
JAX compared to PyTorch 2: Get a feeling for JAX!
ML Fundamentals
JAX compared to PyTorch 2: Get a feeling for JAX!
Discover AI Beginner 2y ago
Mastering the MERN Stack: A Comprehensive Guide
ML Fundamentals
Mastering the MERN Stack: A Comprehensive Guide
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
AI and Robotics - Chelsea Finn & Andrew Ng
ML Fundamentals
AI and Robotics - Chelsea Finn & Andrew Ng
Stanford Online Beginner 2y ago
Does AI Art Have Meaning - Women of the World Project Overview
ML Fundamentals โšก AI Lesson
Does AI Art Have Meaning - Women of the World Project Overview
deeplizard Beginner 2y ago
๐Ÿ“  Explore high-quality, online bachelorโ€™s and masterโ€™s programs from leading universities.
ML Fundamentals
๐Ÿ“  Explore high-quality, online bachelorโ€™s and masterโ€™s programs from leading universities.
Coursera Beginner 2y ago
From Zero to AI Hero | An Inspiring Journey of an AI Engineer
ML Fundamentals
From Zero to AI Hero | An Inspiring Journey of an AI Engineer
GeeksforGeeks Beginner 2y ago
Shaping the future of AI to be more inclusive and approachable
ML Fundamentals โšก AI Lesson
Shaping the future of AI to be more inclusive and approachable
TensorFlow Beginner 3y ago
Want to develop good study habits?
ML Fundamentals
Want to develop good study habits?
Coursera Beginner 3y ago
Feature Selection & Biryani ๐Ÿ…๐Ÿฅฆ
ML Fundamentals
Feature Selection & Biryani ๐Ÿ…๐Ÿฅฆ
Analytics Vidhya Beginner 3y ago
Machine Learning for SEOs [MozCon 2018] โ€” Britney Muller
ML Fundamentals
Machine Learning for SEOs [MozCon 2018] โ€” Britney Muller
Moz Beginner 3y ago
The SEO Cyborg [MozCon 2018] โ€” Alexis Sanders
ML Fundamentals
The SEO Cyborg [MozCon 2018] โ€” Alexis Sanders
Moz Beginner 3y ago
The 5 Must-Know Distributions for Data Scientists (not what you think)
ML Fundamentals
The 5 Must-Know Distributions for Data Scientists (not what you think)
ritvikmath Beginner 3y ago
What is loop in programming? | A Beginner's Guide
ML Fundamentals
What is loop in programming? | A Beginner's Guide
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Open source AI is taking over - Leaked Google Document
ML Fundamentals
Open source AI is taking over - Leaked Google Document
Aladdin Persson Beginner 3y ago
Likelihood vs Probability
ML Fundamentals โšก AI Lesson
Likelihood vs Probability
StatQuest with Josh Starmer Beginner 3y ago
Building an Open Assistant API
ML Fundamentals
Building an Open Assistant API
sentdex Beginner 3y ago
What's new in Machine Learning for Google Developers - American Sign Language
ML Fundamentals โšก AI Lesson
What's new in Machine Learning for Google Developers - American Sign Language
TensorFlow Beginner 3y ago
Analyze Text Readability & Complexity in Python
ML Fundamentals โšก AI Lesson
Analyze Text Readability & Complexity in Python
NeuralNine Beginner 3y ago
Train Computer Vision Models Using AutoML in NVIDIA TAO Toolkit
ML Fundamentals
Train Computer Vision Models Using AutoML in NVIDIA TAO Toolkit
NVIDIA Developer Beginner 3y ago
All you Need To Know About Mojo Programming Language
ML Fundamentals
All you Need To Know About Mojo Programming Language
Krish Naik Beginner 3y ago
Mojo Langโ€ฆ a fast futuristic Python alternative
ML Fundamentals
Mojo Langโ€ฆ a fast futuristic Python alternative
Fireship Beginner 3y ago
Machine Learning Foundations Course โ€“ Regression Analysis
ML Fundamentals โšก AI Lesson
Machine Learning Foundations Course โ€“ Regression Analysis
freeCodeCamp.org Beginner 3y ago
Beyond Python and ML: 3 key skills for a machine learning engineer in tech companies
ML Fundamentals โšก AI Lesson
Beyond Python and ML: 3 key skills for a machine learning engineer in tech companies
DeepLearning Hero Beginner 3y ago
Designing Machine Learning Systems author interview with Chip Huyen
ML Fundamentals
Designing Machine Learning Systems author interview with Chip Huyen
Sophia Yang Beginner 3y ago
Getting Started with NGC Part 1: NGC API Key Generator
ML Fundamentals โšก AI Lesson
Getting Started with NGC Part 1: NGC API Key Generator
NVIDIA Developer Beginner 3y ago
What does the future hold for AI and Robotics? - Chelsea Finn & Andrew Ng
ML Fundamentals โšก AI Lesson
What does the future hold for AI and Robotics? - Chelsea Finn & Andrew Ng
Stanford Online Beginner 3y ago
What is it like working in an AI lab? - Chelsea Finn & Andrew Ng
ML Fundamentals โšก AI Lesson
What is it like working in an AI lab? - Chelsea Finn & Andrew Ng
Stanford Online Beginner 3y ago
What inspired you to choose AI and Robotics as a profession? - Chelsea Finn & Andrew Ng
ML Fundamentals โšก AI Lesson
What inspired you to choose AI and Robotics as a profession? - Chelsea Finn & Andrew Ng
Stanford Online Beginner 3y ago
How I used my background in art and literature to unlock doors in #tech.
ML Fundamentals
How I used my background in art and literature to unlock doors in #tech.
Coursera Beginner 3y ago
What is our ethical responsibility with AI & Machine Learning? - Fei-Fei Li & Andrew Ng
ML Fundamentals โšก AI Lesson
What is our ethical responsibility with AI & Machine Learning? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 3y ago
North Korea's Cyber Warfare: Unveiling the Digital Arsenal
ML Fundamentals
North Korea's Cyber Warfare: Unveiling the Digital Arsenal
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Andrew Ng and Fei-Fei Li Discuss Human-Centered Artificial Intelligence - Stanford Online
ML Fundamentals โšก AI Lesson
Andrew Ng and Fei-Fei Li Discuss Human-Centered Artificial Intelligence - Stanford Online
Stanford Online Beginner 3y ago
๐Ÿ’ก Career idea: Front-end developer!
ML Fundamentals
๐Ÿ’ก Career idea: Front-end developer!
Coursera Beginner 3y ago
What's new in Machine Learning for Google Developers
ML Fundamentals โšก AI Lesson
What's new in Machine Learning for Google Developers
TensorFlow Beginner 3y ago
What advice do you have for getting started in AI & Machine Learning? - Fei-Fei Li & Andrew Ng
ML Fundamentals โšก AI Lesson
What advice do you have for getting started in AI & Machine Learning? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 3y ago
DYNAMIC PROGRAMMING | RECURSION
ML Fundamentals
DYNAMIC PROGRAMMING | RECURSION
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Artificial Intelligence and its relationship with Machine Learning
ML Fundamentals
Artificial Intelligence and its relationship with Machine Learning
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Geoffrey Hinton On The Dangers of AI
ML Fundamentals โšก AI Lesson
Geoffrey Hinton On The Dangers of AI
Aladdin Persson Beginner 3y ago
My secret to career success? Networking. ๐Ÿค
ML Fundamentals
My secret to career success? Networking. ๐Ÿค
Coursera Beginner 3y ago
Is a Career in AI and Machine Learning Right for Me? - Fei-Fei Li & Andrew Ng
ML Fundamentals
Is a Career in AI and Machine Learning Right for Me? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 3y ago
Demystifying tech buzzwords!
ML Fundamentals
Demystifying tech buzzwords!
Coursera Beginner 3y ago
[Paper Review]: Deep & Cross Network for Ad Click Predictions by Google
ML Fundamentals โšก AI Lesson
[Paper Review]: Deep & Cross Network for Ad Click Predictions by Google
Aladdin Persson Beginner 3y ago
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
ML Fundamentals
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
Coursera Beginner 3y ago
Earn an Online Bachelor's Degree From a Top University on Coursera
ML Fundamentals
Earn an Online Bachelor's Degree From a Top University on Coursera
Coursera Beginner 3y ago
[Paper Review]: Deep Neural Networks for YouTube Recommendations
ML Fundamentals
[Paper Review]: Deep Neural Networks for YouTube Recommendations
Aladdin Persson Beginner 3y ago
The Secret Behind Netflix's Recommendation Algorithm | Discover the Hidden Truth
ML Fundamentals โšก AI Lesson
The Secret Behind Netflix's Recommendation Algorithm | Discover the Hidden Truth
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
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