Foundations

ML Fundamentals

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

7873
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
Coursera workout plan = learn, grow, repeat. ๐Ÿ“š๐Ÿ’ช #onlinelearning #jobtips #careeradvice
ML Fundamentals
Coursera workout plan = learn, grow, repeat. ๐Ÿ“š๐Ÿ’ช #onlinelearning #jobtips #careeradvice
Coursera Beginner 1y ago
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
ML Fundamentals
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
Umar Jamil Beginner 1y ago
Why Full-Stack Engineers Are Key to #AI Project Success
ML Fundamentals
Why Full-Stack Engineers Are Key to #AI Project Success
Stanford Online Beginner 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
Top 10 Fun Machine Learning Projects for Kid #technology #machinelearning #codeforkids
ML Fundamentals
Top 10 Fun Machine Learning Projects for Kid #technology #machinelearning #codeforkids
Code For Kids Beginner 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
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
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
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
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
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
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
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
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
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
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
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
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
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
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to Data Science and scikit-learn in Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Data Science and scikit-learn in Python
Opens on Coursera โ†—
Building, Optimizing, and Validating Machine Learning Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Building, Optimizing, and Validating Machine Learning Models
Opens on Coursera โ†—
Using Machine Learning in Trading and Finance
๐Ÿ“š Coursera Course โ†—
Self-paced
Using Machine Learning in Trading and Finance
Opens on Coursera โ†—
AI Applications in People Management
๐Ÿ“š Coursera Course โ†—
Self-paced
AI Applications in People Management
Opens on Coursera โ†—
Demand Forecasting Using Time Series
๐Ÿ“š Coursera Course โ†—
Self-paced
Demand Forecasting Using Time Series
Opens on Coursera โ†—
Deep Learning with PyTorch
๐Ÿ“š Coursera Course โ†—
Self-paced
Deep Learning with PyTorch
Opens on Coursera โ†—