Foundations

ML Fundamentals

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

11,259
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 advice do you have for someone breaking in to AI?  - Chris Manning & Andrew Ng
ML Fundamentals โšก AI Lesson
What advice do you have for someone breaking in to AI? - Chris Manning & Andrew Ng
Stanford Online Beginner 2y ago
Create Deepfake Video on CPU Machine at No Cost using AI
ML Fundamentals โšก AI Lesson
Create Deepfake Video on CPU Machine at No Cost using AI
AI Anytime Beginner 2y ago
Avoid Common Mistakes: 4 Beginner-Friendly Programming Languages
ML Fundamentals
Avoid Common Mistakes: 4 Beginner-Friendly Programming Languages
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
End To End NLP Project Implementation With Deployment Github Action- Text Summarization- Krish Naik
ML Fundamentals
End To End NLP Project Implementation With Deployment Github Action- Text Summarization- Krish Naik
Krish Naik 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
MERCY MEDICAL CENTER | Computers Errors 'Kill' Off 8500 Patients
ML Fundamentals
MERCY MEDICAL CENTER | Computers Errors 'Kill' Off 8500 Patients
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Roll your own Web ML models from a blank canvas
ML Fundamentals
Roll your own Web ML models from a blank canvas
Google for Developers Beginner 2y ago
Introduction to k-Nearest Neighbors (kNN) in Python
ML Fundamentals โšก AI Lesson
Introduction to k-Nearest Neighbors (kNN) in Python
Real Python Beginner 2y ago
Type 1 vs Type 2 Errors Explained ๐Ÿ”ฅ Statistics & Machine Learning
ML Fundamentals
Type 1 vs Type 2 Errors Explained ๐Ÿ”ฅ Statistics & Machine Learning
Analytics Vidhya Beginner 2y ago
PyTrees: Optimal Data Structure for JAX Parallelization
ML Fundamentals
PyTrees: Optimal Data Structure for JAX Parallelization
Discover AI Beginner 2y ago
Changing careers can be scary.
ML Fundamentals
Changing careers can be scary.
Coursera Beginner 2y ago
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
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 2y ago
Feature Selection & Biryani ๐Ÿ…๐Ÿฅฆ
ML Fundamentals
Feature Selection & Biryani ๐Ÿ…๐Ÿฅฆ
Analytics Vidhya Beginner 2y ago
Machine Learning for SEOs [MozCon 2018] โ€” Britney Muller
ML Fundamentals
Machine Learning for SEOs [MozCon 2018] โ€” Britney Muller
Moz Beginner 2y ago
The SEO Cyborg [MozCon 2018] โ€” Alexis Sanders
ML Fundamentals
The SEO Cyborg [MozCon 2018] โ€” Alexis Sanders
Moz Beginner 2y 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 2y ago
Open source AI is taking over - Leaked Google Document
ML Fundamentals
Open source AI is taking over - Leaked Google Document
Aladdin Persson Beginner 2y ago
Likelihood vs Probability
ML Fundamentals โšก AI Lesson
Likelihood vs Probability
StatQuest with Josh Starmer Beginner 2y ago
Building an Open Assistant API
ML Fundamentals
Building an Open Assistant API
sentdex Beginner 2y 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 2y ago
Analyze Text Readability & Complexity in Python
ML Fundamentals โšก AI Lesson
Analyze Text Readability & Complexity in Python
NeuralNine Beginner 2y 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 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
Want to develop good study habits?
ML Fundamentals
Want to develop good study habits?
Coursera Beginner 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y ago
๐Ÿ’ก Career idea: Front-end developer!
ML Fundamentals
๐Ÿ’ก Career idea: Front-end developer!
Coursera Beginner 2y 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 2y 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 2y ago
DYNAMIC PROGRAMMING | RECURSION
ML Fundamentals
DYNAMIC PROGRAMMING | RECURSION
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Artificial Intelligence and its relationship with Machine Learning
ML Fundamentals
Artificial Intelligence and its relationship with Machine Learning
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Geoffrey Hinton On The Dangers of AI
ML Fundamentals โšก AI Lesson
Geoffrey Hinton On The Dangers of AI
Aladdin Persson Beginner 2y ago
My secret to career success? Networking. ๐Ÿค
ML Fundamentals
My secret to career success? Networking. ๐Ÿค
Coursera Beginner 2y 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 2y ago
Demystifying tech buzzwords!
ML Fundamentals
Demystifying tech buzzwords!
Coursera Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Fake News Detection with Machine Learning
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Fake News Detection with Machine Learning
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Validate Multimodal Data: Ensure Quality
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Self-paced
Validate Multimodal Data: Ensure Quality
Opens on Coursera โ†—
Algebra and Differential Calculus for Data Science
๐Ÿ“š Coursera Course โ†—
Self-paced
Algebra and Differential Calculus for Data Science
Opens on Coursera โ†—
Intro to Artificial Intelligence on Microsoft Azure
๐Ÿ“š Coursera Course โ†—
Self-paced
Intro to Artificial Intelligence on Microsoft Azure
Opens on Coursera โ†—
Deep learning in Electronic Health Records - CDSS 2
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Self-paced
Deep learning in Electronic Health Records - CDSS 2
Opens on Coursera โ†—
Predicting Extreme Climate Behavior with Machine Learning
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Self-paced
Predicting Extreme Climate Behavior with Machine Learning
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