Foundations

ML Fundamentals

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

7873
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
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
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
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ML Fundamentals
The Privacy Paradox #consumerprivacy
DataCamp Beginner 1y ago
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ML Fundamentals
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
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ML Fundamentals
Recursive Ray Tracing - Computerphile
Computerphile Beginner 1y ago
Coding Bootcamps: Reality Check
ML Fundamentals
Coding Bootcamps: Reality Check
Jean Lee Beginner 1y ago
Fully Connected Layers: Image Inputs ๐Ÿ“ธ - Network Complexity ๐ŸŒŒ - Topic 221 #ai #ml
ML Fundamentals
Fully Connected Layers: Image Inputs ๐Ÿ“ธ - Network Complexity ๐ŸŒŒ - Topic 221 #ai #ml
deeplizard Beginner 1y ago
Stanford CS234 Reinforcement Learning I Emma Brunskill & Dan Webber I 2024 I Lecture 15
ML Fundamentals
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
Math Basics required for AI & Machine Learning
0:47
ML Fundamentals
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
Pixel-to-Node Mapping in NN ๐ŸŒ - Flattening Image Input Breakdown ๐Ÿงฉ - Topic 220 #ai #ml
deeplizard 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
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
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ML Fundamentals
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
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ML Fundamentals
How to Become a Software Developer
Coursera Beginner 1y ago
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ML Fundamentals
4 steps for machine learning beginners ๐Ÿ˜ฎโ€๐Ÿ’จ
Sajjaad Khader Beginner 1y ago
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ML Fundamentals
Coursera Connect Kazakhstan
Coursera Beginner 1y ago
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ML Fundamentals
How I made $600,000 freelancing on Upwork.
Underfitted Beginner 1y ago
How Math makes Machine Learning easy (and how you can learn it)
ML Fundamentals
How Math makes Machine Learning easy (and how you can learn it)
Infinite Codes Beginner 1y ago
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ML Fundamentals
Look Ma, no markers: holistic performance capture without the hassle
Microsoft Research Beginner 1y ago
Why hotel room prices are always changing #ai #dynamicpricing
ML Fundamentals
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
Dynamic Pricing is Everywhere with Jose Mendoza, Academic Director & Professor at NYU
DataCamp 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
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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
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
Pass Image Files to Neural Networks โ“๐Ÿ–ผ๏ธ - Understanding Inputs ๐Ÿง  - Topic 219 #ai #ml
ML Fundamentals
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
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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ML Fundamentals
Nobel Prize in Physics (& Computer Science?) - Computerphile
Computerphile Beginner 1y ago
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ML Fundamentals
How to Become a Data Scientist: 3 Key Steps ๐Ÿ’ป
Coursera Beginner 1y ago
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
ML Fundamentals
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
deeplizard Beginner 1y ago
Ultimate Guide to Mastering the Python Interview Challenge!
ML Fundamentals
Ultimate Guide to Mastering the Python Interview Challenge!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ 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
Is Teslaโ€™s Humanoid Robot a Game Changer?
ML Fundamentals
Is Teslaโ€™s Humanoid Robot a Game Changer?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Discrete Math for Computer Science - Counting & Probability
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Discrete Math for Computer Science - Counting & Probability
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Introduction to Image Generation - Deutsch
Opens on Coursera โ†—
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๐Ÿ“š Coursera Course โ†—
Self-paced
6G Vision: ML, Intelligent Surfaces & Optical Networks
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Machine Learning Algorithms: Supervised Learning Tip to Tail
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Create Image Captioning Models - ื‘ืขื‘ืจื™ืช
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Create Image Captioning Models - ื‘ืขื‘ืจื™ืช
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Graphs and Networks
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Graphs and Networks
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