Foundations

ML Fundamentals

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

11,168
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
Insurance Premium Prediction - Machine Learning Python Project
ML Fundamentals โšก AI Lesson
Insurance Premium Prediction - Machine Learning Python Project
NeuralNine Beginner 1y ago
Deep Learning Explained
ML Fundamentals
Deep Learning Explained
365 Data Science Beginner 1y ago
Fully Connected Layers & Image Data ๐Ÿ–ผ๏ธ - Two Key Points ๐Ÿ”„ - Topic 223 #ai #ml
ML Fundamentals โšก AI Lesson
Fully Connected Layers & Image Data ๐Ÿ–ผ๏ธ - Two Key Points ๐Ÿ”„ - Topic 223 #ai #ml
deeplizard Beginner 1y ago
Normalization and Standardization | Why to Scale the Features? | ML Basics
ML Fundamentals
Normalization and Standardization | Why to Scale the Features? | ML Basics
AI For Beginners Beginner 1y ago
How to Actually Use Cost Effective AI in Your Business
ML Fundamentals
How to Actually Use Cost Effective AI in Your Business
MLOps.community Beginner 1y ago
How to Break Into Data Engineering  #dataengineeringessentials #dataengineering
ML Fundamentals โšก AI Lesson
How to Break Into Data Engineering #dataengineeringessentials #dataengineering
DeepLearningAI Beginner 1y ago
AI Foundations Course โ€“ Python, Machine Learning, Deep Learning, Data Science
ML Fundamentals โšก AI Lesson
AI Foundations Course โ€“ Python, Machine Learning, Deep Learning, Data Science
freeCodeCamp.org Beginner 1y ago
Why Your Coding Degree Isn't Enough (And What You Need to Do)
ML Fundamentals
Why Your Coding Degree Isn't Enough (And What You Need to Do)
Jean Lee Beginner 1y ago
Graphs and ML for Robotics
ML Fundamentals โšก AI Lesson
Graphs and ML for Robotics
Data Skeptic Beginner 1y ago
Information Provided by Single Pixels? โ“๐Ÿšง - Deep Learning Beginner ๐Ÿ—๏ธ - Topic 222 #ai #ml
ML Fundamentals โšก AI Lesson
Information Provided by Single Pixels? โ“๐Ÿšง - Deep Learning Beginner ๐Ÿ—๏ธ - Topic 222 #ai #ml
deeplizard Beginner 1y ago
The EU AI Act: Navigating New Legislation // Podcast #271
ML Fundamentals
The EU AI Act: Navigating New Legislation // Podcast #271
MLOps.community Beginner 1y ago
Huberman Labs now Dubbing with ElevenLabs
ML Fundamentals โšก AI Lesson
Huberman Labs now Dubbing with ElevenLabs
ElevenLabs Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
The Privacy Paradox #consumerprivacy
ML Fundamentals โšก AI Lesson
The Privacy Paradox #consumerprivacy
DataCamp Beginner 1y ago
Why your flight price is never fixed #aipricing
ML Fundamentals โšก AI Lesson
Why your flight price is never fixed #aipricing
DataCamp Beginner 1y ago
Number of Projects on a Data Analyst Resume.#codebasics #shorts #dataanalyst
ML Fundamentals
Number of Projects on a Data Analyst Resume.#codebasics #shorts #dataanalyst
codebasics Beginner 1y ago
Machine learning makes BANK ๐Ÿ’ฐ๐Ÿค‘
ML Fundamentals
Machine learning makes BANK ๐Ÿ’ฐ๐Ÿค‘
Sajjaad Khader Beginner 1y ago
15 Machine Learning Lessons I Wish I Knew Earlier
ML Fundamentals
15 Machine Learning Lessons I Wish I Knew Earlier
Infinite Codes Beginner 1y ago
Recursive Ray Tracing - Computerphile
ML Fundamentals โšก AI Lesson
Recursive Ray Tracing - Computerphile
Computerphile Beginner 1y ago
Coding Bootcamps: Reality Check
ML Fundamentals
Coding Bootcamps: Reality Check
Jean Lee Beginner 1y ago
Stanford CS234 Reinforcement Learning I Emma Brunskill & Dan Webber I 2024 I Lecture 15
ML Fundamentals โšก AI Lesson
Stanford CS234 Reinforcement Learning I Emma Brunskill & Dan Webber I 2024 I Lecture 15
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Offline RL 3 I 2024 I Lecture 10
ML Fundamentals
Stanford CS234 Reinforcement Learning I Offline RL 3 I 2024 I Lecture 10
Stanford Online Beginner 1y ago
Cohere For AI - Roads to Research : Mentorship in ML Research
ML Fundamentals
Cohere For AI - Roads to Research : Mentorship in ML Research
Cohere Beginner 1y ago
How I'd learn Data Science If I had to Start Over
ML Fundamentals
How I'd learn Data Science If I had to Start Over
Data Sensei Beginner 1y ago
GUESS THE TOOL Challenge๐Ÿ˜‚๐Ÿ”ฅ| STUDENTS | FUNNY QUIZ | #codinglife #collegestudent #funnyvideo
ML Fundamentals
GUESS THE TOOL Challenge๐Ÿ˜‚๐Ÿ”ฅ| STUDENTS | FUNNY QUIZ | #codinglife #collegestudent #funnyvideo
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
The "Goodbye" Problem - Computerphile
ML Fundamentals โšก AI Lesson
The "Goodbye" Problem - Computerphile
Computerphile Beginner 1y ago
100 Hoodies Giveaway! #shorts #codebasics #data #dataanalyst
ML Fundamentals
100 Hoodies Giveaway! #shorts #codebasics #data #dataanalyst
codebasics Beginner 1y ago
Why Do We Need Activation Functions in Neural Networks?
ML Fundamentals โšก AI Lesson
Why Do We Need Activation Functions in Neural Networks?
NeuralNine Beginner 1y ago
Data Structures in Tamil | A Complete Course For Beginners - Python!
ML Fundamentals
Data Structures in Tamil | A Complete Course For Beginners - Python!
insimpletermz Beginner 1y ago
How to Become a Software Developer
ML Fundamentals
How to Become a Software Developer
Coursera Beginner 1y ago
4 steps for machine learning beginners ๐Ÿ˜ฎโ€๐Ÿ’จ
0:44
ML Fundamentals โšก AI Lesson
4 steps for machine learning beginners ๐Ÿ˜ฎโ€๐Ÿ’จ
Sajjaad Khader Beginner 1y ago
Why hotel room prices are always changing #ai #dynamicpricing
ML Fundamentals โšก AI Lesson
Why hotel room prices are always changing #ai #dynamicpricing
DataCamp Beginner 1y ago
Dynamic Pricing is Everywhere with Jose Mendoza, Academic Director & Professor at NYU
ML Fundamentals โšก AI Lesson
Dynamic Pricing is Everywhere with Jose Mendoza, Academic Director & Professor at NYU
DataCamp Beginner 1y ago
Fully Connected Layers: Image Inputs ๐Ÿ“ธ - Network Complexity ๐ŸŒŒ - Topic 221 #ai #ml
ML Fundamentals โšก AI Lesson
Fully Connected Layers: Image Inputs ๐Ÿ“ธ - Network Complexity ๐ŸŒŒ - Topic 221 #ai #ml
deeplizard Beginner 1y ago
Stanford CS234 Reinforcement Learning I Offline RL 1 I 2024 I Lecture 8
ML Fundamentals
Stanford CS234 Reinforcement Learning I Offline RL 1 I 2024 I Lecture 8
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Policy Search 3 I 2024 I Lecture 7
ML Fundamentals
Stanford CS234 Reinforcement Learning I Policy Search 3 I 2024 I Lecture 7
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Policy Search 2 I 2024 I Lecture 6
ML Fundamentals
Stanford CS234 Reinforcement Learning I Policy Search 2 I 2024 I Lecture 6
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Policy Search 1 I 2024 I Lecture 5
ML Fundamentals
Stanford CS234 Reinforcement Learning I Policy Search 1 I 2024 I Lecture 5
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Q learning and Function Approximation I 2024 I Lecture 4
ML Fundamentals โšก AI Lesson
Stanford CS234 Reinforcement Learning I Q learning and Function Approximation I 2024 I Lecture 4
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Tabular MDP Planning I 2024 I Lecture 2
ML Fundamentals
Stanford CS234 Reinforcement Learning I Tabular MDP Planning I 2024 I Lecture 2
Stanford Online Beginner 1y ago
Stanford CS234 Reinforcement Learning I Introduction to Reinforcement Learning I 2024 I Lecture 1
ML Fundamentals
Stanford CS234 Reinforcement Learning I Introduction to Reinforcement Learning I 2024 I Lecture 1
Stanford Online Beginner 1y ago
Math Basics required for AI & Machine Learning
0:47
ML Fundamentals โšก AI Lesson
Math Basics required for AI & Machine Learning
Jean Lee Beginner 1y ago
Pixel-to-Node Mapping in NN ๐ŸŒ - Flattening Image Input Breakdown ๐Ÿงฉ - Topic 220 #ai #ml
ML Fundamentals โšก AI Lesson
Pixel-to-Node Mapping in NN ๐ŸŒ - Flattening Image Input Breakdown ๐Ÿงฉ - Topic 220 #ai #ml
deeplizard Beginner 1y ago
Pass Image Files to Neural Networks โ“๐Ÿ–ผ๏ธ - Understanding Inputs ๐Ÿง  - Topic 219 #ai #ml
ML Fundamentals โšก AI Lesson
Pass Image Files to Neural Networks โ“๐Ÿ–ผ๏ธ - Understanding Inputs ๐Ÿง  - Topic 219 #ai #ml
deeplizard Beginner 1y ago
From Zero to Hero: How This Student Became a Full Stack Developer
ML Fundamentals
From Zero to Hero: How This Student Became a Full Stack Developer
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Top Software Engineering Internships Pay
ML Fundamentals
Top Software Engineering Internships Pay
Jean Lee Beginner 1y ago
Data Augmentation in Pre-Processing ๐ŸŽจ - Enhancing Datasets ๐Ÿ” - Topic 218 #ai #ml
ML Fundamentals โšก AI Lesson
Data Augmentation in Pre-Processing ๐ŸŽจ - Enhancing Datasets ๐Ÿ” - Topic 218 #ai #ml
deeplizard Beginner 1y ago
What's it take to get a job at Google? | GOOGLE | SUNDAR PICHHAI | JOB | #google #sundarpichai
ML Fundamentals
What's it take to get a job at Google? | GOOGLE | SUNDAR PICHHAI | JOB | #google #sundarpichai
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
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