Foundations

ML Fundamentals

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

12,189
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
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
deeplizard Beginner 1y ago
Live Q&A With Nitish Singh @CampusX- Ask Any Questions-Data Science
ML Fundamentals
Live Q&A With Nitish Singh @CampusX- Ask Any Questions-Data Science
Krish Naik Intermediate 1y ago
Become a GENAI Expert and Get HIRED!! #generativeai
ML Fundamentals
Become a GENAI Expert and Get HIRED!! #generativeai
Analytics Vidhya Advanced 1y ago
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
Roadmap to Becoming an AI or ML Engineer!
ML Fundamentals
Roadmap to Becoming an AI or ML Engineer!
Jean Lee Intermediate 1y ago
Navigating the Data Science Job Market with the University of Leeds
ML Fundamentals
Navigating the Data Science Job Market with the University of Leeds
Coursera Advanced 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
Clemson University | Live Webinar: Deep Dive into Clemson's MSCS Program | 10.30.24
ML Fundamentals
Clemson University | Live Webinar: Deep Dive into Clemson's MSCS Program | 10.30.24
Coursera Intermediate 1y ago
Experimentation in ML #machinelearning #lyft #upskill
ML Fundamentals โšก AI Lesson
Experimentation in ML #machinelearning #lyft #upskill
DataCamp Intermediate 1y ago
The back end of ride sharing at Lyft #lyft #rideshare #machinelearning
ML Fundamentals โšก AI Lesson
The back end of ride sharing at Lyft #lyft #rideshare #machinelearning
DataCamp Intermediate 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
Harris vs. Trump : A Data Scientist's Final Prediction (1 Day To Go)
ML Fundamentals
Harris vs. Trump : A Data Scientist's Final Prediction (1 Day To Go)
ritvikmath Intermediate 1y ago
Graphs and ML for Robotics
ML Fundamentals โšก AI Lesson
Graphs and ML for Robotics
Data Skeptic Beginner 1y ago
Big announcement - Revealing my new book
ML Fundamentals โšก AI Lesson
Big announcement - Revealing my new book
Data Science With Marco Intermediate 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
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
Estimating mental workload in a simulated flight task using optical f-NIRS signals
ML Fundamentals
Estimating mental workload in a simulated flight task using optical f-NIRS signals
Microsoft Research Intermediate 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
Introducing V0 by Vercel and how it is revolutionizing frontend development.
ML Fundamentals
Introducing V0 by Vercel and how it is revolutionizing frontend development.
Weights & Biases Intermediate 1y ago
How Ride Sharing at Lyft Works with Rachita Naik, ML Engineer at Lyft
ML Fundamentals โšก AI Lesson
How Ride Sharing at Lyft Works with Rachita Naik, ML Engineer at Lyft
DataCamp Intermediate 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 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
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
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 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
AI Machine Learning Roadmap: Self Study AI!
ML Fundamentals
AI Machine Learning Roadmap: Self Study AI!
Jean Lee Intermediate 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning and its Applications
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Self-paced
Machine Learning and its Applications
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Introduction to Statistics & Data Analysis in Public Health
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Self-paced
Introduction to Statistics & Data Analysis in Public Health
Opens on Coursera โ†—
Practical Machine Learning
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Self-paced
Practical Machine Learning
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Foundations of Deep Learning and Neural Networks
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Self-paced
Foundations of Deep Learning and Neural Networks
Opens on Coursera โ†—
Zig From Zero
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Self-paced
Zig From Zero
Opens on Coursera โ†—
CNNs with TensorFlow: Basics of Machine Learning
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Self-paced
CNNs with TensorFlow: Basics of Machine Learning
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