Foundations

ML Fundamentals

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

10508
lessons
Skills in this topic
View full skill map โ†’
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
Informer: complete architecture EXPLAINED!
ML Fundamentals
Informer: complete architecture EXPLAINED!
CodeEmporium Advanced 1y ago
Semi-Supervised Learning Intro ๐ŸŒŸ - Bridging Supervised & Unsupervised ๐Ÿ“š - Topic 196 #ai #ml
ML Fundamentals
Semi-Supervised Learning Intro ๐ŸŒŸ - Bridging Supervised & Unsupervised ๐Ÿ“š - Topic 196 #ai #ml
deeplizard Beginner 1y ago
Computer Vision using Python - Python For Beginners
ML Fundamentals
Computer Vision using Python - Python For Beginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Is Data Science a good career?
ML Fundamentals
Is Data Science a good career?
codebasics Intermediate 1y ago
New Way Now: Canonical unlocks open-source innovation with Google Cloud
ML Fundamentals
New Way Now: Canonical unlocks open-source innovation with Google Cloud
Google Cloud Beginner 1y ago
Change the way you look at degrees. More info at the link in bio. ๐ŸŽ“ #onlineschool #onlinelearning
ML Fundamentals
Change the way you look at degrees. More info at the link in bio. ๐ŸŽ“ #onlineschool #onlinelearning
Coursera Beginner 1y ago
Understanding Autoencoders ๐Ÿ” - Denoising and Reconstruction ๐Ÿงผ - Topic 195 #ai #ml
ML Fundamentals
Understanding Autoencoders ๐Ÿ” - Denoising and Reconstruction ๐Ÿงผ - Topic 195 #ai #ml
deeplizard Beginner 1y ago
The Complete Data Science Roadmap
ML Fundamentals
The Complete Data Science Roadmap
Programming with Mosh Beginner 1y ago
Cohere For AI - Community Talks: Kyunghyun Cho
ML Fundamentals
Cohere For AI - Community Talks: Kyunghyun Cho
Cohere Beginner 1y ago
Primate Poses
ML Fundamentals
Primate Poses
Data Skeptic Beginner 1y ago
Getting started with Imagen 3
ML Fundamentals
Getting started with Imagen 3
Google Cloud Tech Beginner 1y ago
Photorealistic images from Imagen 3
ML Fundamentals
Photorealistic images from Imagen 3
Google Cloud Tech Beginner 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 4
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 4
Saรฏd Business School, University of Oxford Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 3
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 3
Saรฏd Business School, University of Oxford Intermediate 1y ago
NobleAI's Ashwin Hegde on partnering with Weights & Biases
ML Fundamentals
NobleAI's Ashwin Hegde on partnering with Weights & Biases
Weights & Biases Beginner 1y ago
NeuralVDB: High-resolution Sparse Volume Representation using Hierarchical Neural Networks | NVIDIA
ML Fundamentals
NeuralVDB: High-resolution Sparse Volume Representation using Hierarchical Neural Networks | NVIDIA
NVIDIA Developer Beginner 1y ago
Deep Learning by Goodfellow Study Group - 7-20-2024
ML Fundamentals
Deep Learning by Goodfellow Study Group - 7-20-2024
TWIML AI Podcast Beginner 1y ago
Deep Learning by Goodfellow Study Group - 7-13-2024
ML Fundamentals
Deep Learning by Goodfellow Study Group - 7-13-2024
TWIML AI Podcast Beginner 1y ago
Simplicits: Mesh-Free, Geometry-Agnostic, Elastic Simulation | NVIDIA Research
ML Fundamentals
Simplicits: Mesh-Free, Geometry-Agnostic, Elastic Simulation | NVIDIA Research
NVIDIA Developer Beginner 1y ago
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
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
Informer Encoder architecture - EXPLAINED!
ML Fundamentals
Informer Encoder architecture - EXPLAINED!
CodeEmporium Advanced 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
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
The Complete Machine Learning Roadmap
ML Fundamentals
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
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
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 2
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 2
Saรฏd Business School, University of Oxford Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 1
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 1
Saรฏd Business School, University of Oxford Intermediate 1y ago
Autoencoder Inputs and Outputs ๐Ÿ”„ - Reconstructing Data ๐Ÿ› ๏ธ - Topic 194 #ai #ml
ML Fundamentals
Autoencoder Inputs and Outputs ๐Ÿ”„ - Reconstructing Data ๐Ÿ› ๏ธ - Topic 194 #ai #ml
deeplizard Beginner 1y ago
Deep Learning by Goodfellow Study Group - 7-6-2024
ML Fundamentals
Deep Learning by Goodfellow Study Group - 7-6-2024
TWIML AI Podcast 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
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
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
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
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
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
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Advanced Deep Learning Techniques for Computer Vision
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Deep Learning Techniques for Computer Vision
Opens on Coursera โ†—
Applied Text Mining in Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Applied Text Mining in Python
Opens on Coursera โ†—
Validate, Analyze, and Monitor ML Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Validate, Analyze, and Monitor ML Models
Opens on Coursera โ†—
Automate Cloud Costs & Governance
๐Ÿ“š Coursera Course โ†—
Self-paced
Automate Cloud Costs & Governance
Opens on Coursera โ†—
Processamento Neural de Linguagem Natural em Portuguรชs I
๐Ÿ“š Coursera Course โ†—
Self-paced
Processamento Neural de Linguagem Natural em Portuguรชs I
Opens on Coursera โ†—
AI and Public Health
๐Ÿ“š Coursera Course โ†—
Self-paced
AI and Public Health
Opens on Coursera โ†—