Foundations

ML Fundamentals

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

11,353
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
David Stork | When Computers Look at Art | Talks at Google
ML Fundamentals
David Stork | When Computers Look at Art | Talks at Google
Talks at Google Advanced 1y ago
No GPU? No problem! Fine-tuning models made easy with Mistral ๐Ÿš€
ML Fundamentals โšก AI Lesson
No GPU? No problem! Fine-tuning models made easy with Mistral ๐Ÿš€
Weights & Biases Beginner 1y ago
Sophia Yang announces Mistral's new models and finetuning API
ML Fundamentals
Sophia Yang announces Mistral's new models and finetuning API
Weights & Biases Beginner 1y ago
Informer Encoder architecture - EXPLAINED!
ML Fundamentals โšก AI Lesson
Informer Encoder architecture - EXPLAINED!
CodeEmporium Advanced 1y ago
Clustering Example Explained ๐Ÿ“Š - Understanding Algorithm Impact ๐Ÿ“ˆ - Topic 192 #ai #ml
ML Fundamentals โšก AI Lesson
Clustering Example Explained ๐Ÿ“Š - Understanding Algorithm Impact ๐Ÿ“ˆ - Topic 192 #ai #ml
deeplizard Beginner 1y ago
Bidirectional RNN | Deep Learning | In-depth Explanation & Equations
ML Fundamentals
Bidirectional RNN | Deep Learning | In-depth Explanation & Equations
Learn With Jay Beginner 1y ago
Start your coding journey today with Coursera! #careertok #onlinelearning  #coding #learntocode
ML Fundamentals
Start your coding journey today with Coursera! #careertok #onlinelearning #coding #learntocode
Coursera Beginner 1y ago
AI Learns to Dodge  #ai #deeplearning #aiwarehouse
ML Fundamentals โšก AI Lesson
AI Learns to Dodge #ai #deeplearning #aiwarehouse
AI Warehouse Beginner 1y ago
Alex Lewandowski - Learning Continually by Spectral Regularization
ML Fundamentals
Alex Lewandowski - Learning Continually by Spectral Regularization
Cohere Advanced 1y ago
How to get Machine Learning Skills without doing a PhD in Math [Podcast #133 with Daniel Bourke]
ML Fundamentals โšก AI Lesson
How to get Machine Learning Skills without doing a PhD in Math [Podcast #133 with Daniel Bourke]
freeCodeCamp.org Beginner 1y ago
Documentation in Software Testing
ML Fundamentals
Documentation in Software Testing
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Fireside Chat: Max Welling
ML Fundamentals
Fireside Chat: Max Welling
Cohere Advanced 1y ago
Clustering in Unsupervised Learning ๐ŸŒ - Grouping Data Naturally ๐Ÿ”Ž - Topic 191 #ai #ml
ML Fundamentals โšก AI Lesson
Clustering in Unsupervised Learning ๐ŸŒ - Grouping Data Naturally ๐Ÿ”Ž - Topic 191 #ai #ml
deeplizard Beginner 1y ago
The Complete Machine Learning Roadmap
ML Fundamentals โšก AI Lesson
The Complete Machine Learning Roadmap
Programming with Mosh Beginner 1y ago
Machine Learning for Data Science & AI
ML Fundamentals
Machine Learning for Data Science & AI
codebasics Beginner 1y ago
What Is Your Salary Expectation?
ML Fundamentals
What Is Your Salary Expectation?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Different Types of Events in Probability #probability #datascience #probabilitywithav #learnwithav
ML Fundamentals
Different Types of Events in Probability #probability #datascience #probabilitywithav #learnwithav
Analytics Vidhya Beginner 1y ago
The $1,000,000 problem AI can't solve
ML Fundamentals
The $1,000,000 problem AI can't solve
Underfitted Beginner 1y ago
Python vs Java | Which one you should chooseย inย 2024? | Python | Java | Machine Learning | GFG
ML Fundamentals
Python vs Java | Which one you should chooseย inย 2024? | Python | Java | Machine Learning | GFG
GeeksforGeeks Beginner 1y ago
Informer embeddings - EXPLAINED!
ML Fundamentals โšก AI Lesson
Informer embeddings - EXPLAINED!
CodeEmporium Advanced 1y ago
ML & Generative AI Free Courses!
ML Fundamentals
ML & Generative AI Free Courses!
Analytics Vidhya Beginner 1y ago
What Separates Data Science Projects + Production with Savin Goyal, Co-Founder & CTO at Outerbounds
ML Fundamentals โšก AI Lesson
What Separates Data Science Projects + Production with Savin Goyal, Co-Founder & CTO at Outerbounds
DataCamp Beginner 1y ago
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
ML Fundamentals โšก AI Lesson
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
DataCamp Intermediate 1y ago
Should you do dsa using python? ๐Ÿค” | DSA | Python | Machine Learning | GFG #geeksforgeeks
ML Fundamentals
Should you do dsa using python? ๐Ÿค” | DSA | Python | Machine Learning | GFG #geeksforgeeks
GeeksforGeeks Beginner 1y ago
Leetcode for machine learning #ai #machinelearning #coding
ML Fundamentals โšก AI Lesson
Leetcode for machine learning #ai #machinelearning #coding
Elvis Saravia Beginner 1y ago
Late initialization in Mojo๐Ÿ”ฅ (Python doesn't support this)
ML Fundamentals
Late initialization in Mojo๐Ÿ”ฅ (Python doesn't support this)
Underfitted Beginner 1y ago
Cracking Data Science Careers: Advice from a Data Scientist
ML Fundamentals
Cracking Data Science Careers: Advice from a Data Scientist
Jean Lee Beginner 1y ago
Data Science Roadmap 2024
ML Fundamentals
Data Science Roadmap 2024
codebasics Intermediate 1y ago
Gated Recurrent Unit | GRU | Explained in detail
ML Fundamentals
Gated Recurrent Unit | GRU | Explained in detail
Learn With Jay Beginner 1y ago
Quality Metrics and Tools in Michelangelo 2.0 // MLOps Podcast #239 clip 2
ML Fundamentals
Quality Metrics and Tools in Michelangelo 2.0 // MLOps Podcast #239 clip 2
MLOps.community Advanced 1y ago
I completed Andrej Karpathyโ€™s AI challenge (advanced)
ML Fundamentals
I completed Andrej Karpathyโ€™s AI challenge (advanced)
David Ondrej Intermediate 1y ago
Metallic Wood-Boring Beetles ๐Ÿชฒ Larvae to Adults with Mandy
ML Fundamentals โšก AI Lesson
Metallic Wood-Boring Beetles ๐Ÿชฒ Larvae to Adults with Mandy
deeplizard Beginner 1y ago
The eureka moment for AI in legal
ML Fundamentals
The eureka moment for AI in legal
Weights & Biases Intermediate 1y ago
What are your weaknesses?
ML Fundamentals
What are your weaknesses?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
What are the skill you possess?
ML Fundamentals
What are the skill you possess?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Desk Break Push Ups ๐Ÿ’ช Overall Strength with Mandy
ML Fundamentals โšก AI Lesson
Desk Break Push Ups ๐Ÿ’ช Overall Strength with Mandy
deeplizard Beginner 1y ago
Essence of Unsupervised Learning ๐ŸŒ€ - Model's Pattern Recognition ๐ŸŒŸ - Topic 190 #ai #ml
ML Fundamentals โšก AI Lesson
Essence of Unsupervised Learning ๐ŸŒ€ - Model's Pattern Recognition ๐ŸŒŸ - Topic 190 #ai #ml
deeplizard Beginner 1y ago
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
ML Fundamentals โšก AI Lesson
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
Weights & Biases Advanced 1y ago
Software Testing For Beginners- Introduction๐Ÿ”ฅ
ML Fundamentals โšก AI Lesson
Software Testing For Beginners- Introduction๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Transforming Radiology with AI: Rad AI's journey with Weights & Biases
ML Fundamentals
Transforming Radiology with AI: Rad AI's journey with Weights & Biases
Weights & Biases Beginner 1y ago
What is a policy in Reinforcement Learning? #reinforcementlearning #artificialintelligence e you
ML Fundamentals โšก AI Lesson
What is a policy in Reinforcement Learning? #reinforcementlearning #artificialintelligence e you
CodeEmporium Beginner 1y ago
Unsupervised Learning Without Labels ๐Ÿท๏ธ - Identifying Patterns ๐Ÿงฌ - Topic 189 #ai #ml
ML Fundamentals โšก AI Lesson
Unsupervised Learning Without Labels ๐Ÿท๏ธ - Identifying Patterns ๐Ÿงฌ - Topic 189 #ai #ml
deeplizard Beginner 1y ago
Understanding Experiment, Sample Space & Event #probability #probabilitywithav #learnwithav
ML Fundamentals
Understanding Experiment, Sample Space & Event #probability #probabilitywithav #learnwithav
Analytics Vidhya Beginner 1y ago
Machine learning in drug discovery at Bayer Pharmaceuticals: from models to molecules
ML Fundamentals
Machine learning in drug discovery at Bayer Pharmaceuticals: from models to molecules
Weights & Biases Beginner 1y ago
Why Are Grasshoppers So Dang Cute!? + More ๐Ÿฆ—๐ŸŒฟ Nature Break with Mandy
ML Fundamentals โšก AI Lesson
Why Are Grasshoppers So Dang Cute!? + More ๐Ÿฆ—๐ŸŒฟ Nature Break with Mandy
deeplizard Beginner 1y ago
Building the Future of NLP: Insights on spaCy, Prodigy and Generative AI | Leading with Data 43
ML Fundamentals โšก AI Lesson
Building the Future of NLP: Insights on spaCy, Prodigy and Generative AI | Leading with Data 43
Analytics Vidhya Beginner 1y ago
Desk Break Shoulder Strength - Lateral Raises with Mandy ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Desk Break Shoulder Strength - Lateral Raises with Mandy ๐Ÿ’ช
deeplizard Beginner 1y ago
What is Probability? #probability #probabilitywithav #learnwithav #datascience
ML Fundamentals
What is Probability? #probability #probabilitywithav #learnwithav #datascience
Analytics Vidhya Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Production Machine Learning Systems - Espaรฑol
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Self-paced
Production Machine Learning Systems - Espaรฑol
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Genomic Data Science and Clustering (Bioinformatics V)
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Self-paced
Genomic Data Science and Clustering (Bioinformatics V)
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Machine Learning and Data Analytics Part 2
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning and Data Analytics Part 2
Opens on Coursera โ†—
Model Context Protocol โ€“ Fundamentals to Advanced Use
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Self-paced
Model Context Protocol โ€“ Fundamentals to Advanced Use
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Clustering and Classification with Machine Learning in R
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Self-paced
Clustering and Classification with Machine Learning in R
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Java Programming Essentials
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Java Programming Essentials
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