Foundations

ML Fundamentals

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

13170
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
Mastering Software Engineering for Data Scientists // Catherine Nelson // MLOps podcast #245 clip
ML Fundamentals
Mastering Software Engineering for Data Scientists // Catherine Nelson // MLOps podcast #245 clip
MLOps.community Beginner 1y ago
Autoencoders in Deep Learning ๐Ÿค– - Unsupervised Learning Applications ๐Ÿง  - Topic 193 #ai #ml
ML Fundamentals
Autoencoders in Deep Learning ๐Ÿค– - Unsupervised Learning Applications ๐Ÿง  - Topic 193 #ai #ml
deeplizard Beginner 1y ago
Budget 2024: Opportunities like never before!
ML Fundamentals
Budget 2024: Opportunities like never before!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Break into the tech industry with these high-growth careers. #devops #cloudcomputing
ML Fundamentals
Break into the tech industry with these high-growth careers. #devops #cloudcomputing
Coursera Beginner 1y ago
No GPU? No problem! Fine-tuning models made easy with Mistral ๐Ÿš€
ML Fundamentals
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
Crowdstruck (Windows Outage) - Computerphile
ML Fundamentals
Crowdstruck (Windows Outage) - Computerphile
Computerphile Beginner 1y ago
Informer Encoder architecture - EXPLAINED!
ML Fundamentals
Informer Encoder architecture - EXPLAINED!
CodeEmporium Advanced 1y ago
Clustering Example Explained ๐Ÿ“Š - Understanding Algorithm Impact ๐Ÿ“ˆ - Topic 192 #ai #ml
ML Fundamentals
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
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
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
Is the degree required to become a Data Analyst ? #codebasics #data #dataanalyst #datascientist
ML Fundamentals
Is the degree required to become a Data Analyst ? #codebasics #data #dataanalyst #datascientist
codebasics Beginner 1y ago
Fireside Chat: Max Welling
ML Fundamentals
Fireside Chat: Max Welling
Cohere Advanced 1y ago
The Complete Machine Learning Roadmap
ML Fundamentals
The Complete Machine Learning Roadmap
Programming with Mosh Beginner 1y ago
Oxford Executive Diplomas Class of 2023 Graduation
ML Fundamentals
Oxford Executive Diplomas Class of 2023 Graduation
Saรฏd Business School, University of Oxford Intermediate 1y ago
Machine Learning for Data Science & AI
ML Fundamentals
Machine Learning for Data Science & AI
codebasics Beginner 1y ago
Myth: Non-Tech Companies Can't Win in the #GenAI Market
ML Fundamentals
Myth: Non-Tech Companies Can't Win in the #GenAI Market
Stanford Online Beginner 1y ago
Myth: Your Users Prefer Chatbots
ML Fundamentals
Myth: Your Users Prefer Chatbots
Stanford Online Beginner 1y ago
Oxford Advanced Management Leadership Programme Scholarship
ML Fundamentals
Oxford Advanced Management Leadership Programme Scholarship
Saรฏd Business School, University of Oxford Advanced 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
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
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
#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
Leetcode for machine learning #ai #machinelearning #coding
Elvis Saravia Beginner 1y ago
Clustering in Unsupervised Learning ๐ŸŒ - Grouping Data Naturally ๐Ÿ”Ž - Topic 191 #ai #ml
ML Fundamentals
Clustering in Unsupervised Learning ๐ŸŒ - Grouping Data Naturally ๐Ÿ”Ž - Topic 191 #ai #ml
deeplizard Beginner 1y ago
Metallic Wood-Boring Beetles ๐Ÿชฒ Larvae to Adults with Mandy
ML Fundamentals
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 Is Your Salary Expectation?
ML Fundamentals
What Is Your Salary Expectation?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 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
Desk Break Push Ups ๐Ÿ’ช Overall Strength with Mandy
deeplizard Beginner 1y ago
Myth: You Need to Host Your Own #GenAI Model for Security or Privacy
ML Fundamentals
Myth: You Need to Host Your Own #GenAI Model for Security or Privacy
Stanford Online Beginner 1y ago
Myth: The Biggest #GenAI Money is in the Biggest Use Cases
ML Fundamentals
Myth: The Biggest #GenAI Money is in the Biggest Use Cases
Stanford Online Beginner 1y ago
Essence of Unsupervised Learning ๐ŸŒ€ - Model's Pattern Recognition ๐ŸŒŸ - Topic 190 #ai #ml
ML Fundamentals
Essence of Unsupervised Learning ๐ŸŒ€ - Model's Pattern Recognition ๐ŸŒŸ - Topic 190 #ai #ml
deeplizard Beginner 1y ago
ML Engineer Job After 12th #codebasics #data #ml #machinelearning #datascientist
ML Fundamentals
ML Engineer Job After 12th #codebasics #data #ml #machinelearning #datascientist
codebasics Beginner 1y ago
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
ML Fundamentals
Maximizing AI productivity: Rad AI on using Weights & Biases Automations
Weights & Biases Advanced 1y ago
Software Testing For Beginners- Introduction๐Ÿ”ฅ
ML Fundamentals
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
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
Unsupervised Learning Without Labels ๐Ÿท๏ธ - Identifying Patterns ๐Ÿงฌ - Topic 189 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Building and Training Neural Networks with PyTorch
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Self-paced
Building and Training Neural Networks with PyTorch
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Linear Regression with R: Build & Optimize
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Self-paced
Linear Regression with R: Build & Optimize
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Calculus: Single Variable Part 2 - Differentiation
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Self-paced
Calculus: Single Variable Part 2 - Differentiation
Opens on Coursera โ†—
Advanced Linear Models for Data Science 2: Statistical Linear Models
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Self-paced
Advanced Linear Models for Data Science 2: Statistical Linear Models
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Digital Signal Processing 3: Analog vs Digital
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Self-paced
Digital Signal Processing 3: Analog vs Digital
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Deep Learning with PyTorch : Image Segmentation
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Self-paced
Deep Learning with PyTorch : Image Segmentation
Opens on Coursera โ†—