Foundations

ML Fundamentals

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

11,178
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 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
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
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
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
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
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
Leetcode for machine learning #ai #machinelearning #coding
ML Fundamentals โšก AI Lesson
Leetcode for machine learning #ai #machinelearning #coding
Elvis Saravia 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
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
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
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
Gated Recurrent Unit | GRU | Explained in detail
ML Fundamentals
Gated Recurrent Unit | GRU | Explained in detail
Learn With Jay Beginner 1y ago
All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // Podcast #245
ML Fundamentals
All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // Podcast #245
MLOps.community Beginner 1y ago
I married a serial learner, part 1. #onlinelearning #reesateesa
ML Fundamentals
I married a serial learner, part 1. #onlinelearning #reesateesa
Coursera Beginner 1y ago
Machine Learning in Production with Python | Feature Engineering & Model Training
ML Fundamentals โšก AI Lesson
Machine Learning in Production with Python | Feature Engineering & Model Training
DataCamp Beginner 1y ago
Learn about Stanford's Online's Professional & Graduate AI Programs
ML Fundamentals โšก AI Lesson
Learn about Stanford's Online's Professional & Graduate AI Programs
Stanford Online Beginner 1y ago
Bring the power of machine learning to the world of streaming data
ML Fundamentals
Bring the power of machine learning to the world of streaming data
Google Cloud Tech Beginner 1y ago
How IPRally built their ML platform on Ray and GKE
ML Fundamentals
How IPRally built their ML platform on Ray and GKE
Google Cloud Beginner 1y ago
Pinpoint climate risks to sustainable finance in the era of AI
ML Fundamentals
Pinpoint climate risks to sustainable finance in the era of AI
Google Cloud Beginner 1y ago
Career tips to help you land your first tech gig!
ML Fundamentals
Career tips to help you land your first tech gig!
Coursera Beginner 1y ago
Landing a Data Analyst Job after a Career Break  #codebasics #data #dataanalyst #datascientist
ML Fundamentals โšก AI Lesson
Landing a Data Analyst Job after a Career Break #codebasics #data #dataanalyst #datascientist
codebasics Beginner 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
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
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
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
Unsupervised Learning Essentials ๐Ÿš€ - Exploring Data Patterns ๐ŸŒŒ - Topic 188 #ai #ml
ML Fundamentals โšก AI Lesson
Unsupervised Learning Essentials ๐Ÿš€ - Exploring Data Patterns ๐ŸŒŒ - Topic 188 #ai #ml
deeplizard Beginner 1y ago
Are You Willing To Relocate?
ML Fundamentals
Are You Willing To Relocate?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Why do you have a career gap?
ML Fundamentals
Why do you have a career gap?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Why did you leave your last job?
ML Fundamentals
Why did you leave your last job?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Finish Your Project Like a Boss! Workshop with Coding Mentors
ML Fundamentals
Finish Your Project Like a Boss! Workshop with Coding Mentors
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Supervised vs Unsupervised Learning ๐Ÿ” - ML Learning Types ๐Ÿ“˜ - Topic 187 #ai #ml
ML Fundamentals โšก AI Lesson
Supervised vs Unsupervised Learning ๐Ÿ” - ML Learning Types ๐Ÿ“˜ - Topic 187 #ai #ml
deeplizard Beginner 1y ago
AI will not take your job. Here is what I think will happen instead.
ML Fundamentals โšก AI Lesson
AI will not take your job. Here is what I think will happen instead.
Underfitted Beginner 1y ago
How Weights & Biases transformed Turnitin's ML workflow
ML Fundamentals โšก AI Lesson
How Weights & Biases transformed Turnitin's ML workflow
Weights & Biases Beginner 1y ago
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
ML Fundamentals โšก AI Lesson
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
Weights & Biases Beginner 1y ago
Deadlifts Desk Break ๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿ’ช Build Functional Strength with Mandy
ML Fundamentals โšก AI Lesson
Deadlifts Desk Break ๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿ’ช Build Functional Strength with Mandy
deeplizard Beginner 1y ago
How to create a successful ResumeโœŒ๏ธ
ML Fundamentals
How to create a successful ResumeโœŒ๏ธ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Scaling AI in a highly regulated industry, powered by vertex AI
ML Fundamentals
Scaling AI in a highly regulated industry, powered by vertex AI
Google Cloud Beginner 1y ago
Labels & Encodings in ML ๐Ÿท๏ธ - Preparing Data for Networks ๐Ÿ”ข - Topic 186 #ai #ml
ML Fundamentals โšก AI Lesson
Labels & Encodings in ML ๐Ÿท๏ธ - Preparing Data for Networks ๐Ÿ”ข - Topic 186 #ai #ml
deeplizard Beginner 1y ago
Building a CI workflow for those who hate it (using GitHub Actions)
ML Fundamentals
Building a CI workflow for those who hate it (using GitHub Actions)
Underfitted Beginner 1y ago
Do you have any questions?
ML Fundamentals
Do you have any questions?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Advanced PyTorch Techniques and Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced PyTorch Techniques and Applications
Opens on Coursera โ†—
Building a Large-Scale, Automated Forecasting System
๐Ÿ“š Coursera Course โ†—
Self-paced
Building a Large-Scale, Automated Forecasting System
Opens on Coursera โ†—
Machine Learning: Random Forest with Python from Scratchยฉ
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Self-paced
Machine Learning: Random Forest with Python from Scratchยฉ
Opens on Coursera โ†—
AI Workflow: AI in Production
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Self-paced
AI Workflow: AI in Production
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Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI
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Self-paced
Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI
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Reinforcement Learning
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Self-paced
Reinforcement Learning
Opens on Coursera โ†—