Foundations

ML Fundamentals

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

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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
Deploying Machine Learning Models - Full Guide
ML Fundamentals
Deploying Machine Learning Models - Full Guide
NeuralNine Beginner 1y ago
๐Ÿ”ฅFull Stack Developer Roadmap 2025 | How to Become a Full Stack Developer | Edureka
ML Fundamentals
๐Ÿ”ฅFull Stack Developer Roadmap 2025 | How to Become a Full Stack Developer | Edureka
edureka! Beginner 1y ago
Ready to kick off your career in AI? Check out these potential careers and get job-ready!
ML Fundamentals
Ready to kick off your career in AI? Check out these potential careers and get job-ready!
Coursera Beginner 1y ago
Understanding the Defect Life Cycle | Software Testing for Beginners #testing #softwaretesting
ML Fundamentals
Understanding the Defect Life Cycle | Software Testing for Beginners #testing #softwaretesting
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Dream Rooms Using Ai๐Ÿ”ฅ
ML Fundamentals
Dream Rooms Using Ai๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Semi-Supervised Learning: Small Labeled Sets ๐Ÿท๏ธ - Efficient Training Boost ๐Ÿš€ - Topic 197 #ai #ml
ML Fundamentals
Semi-Supervised Learning: Small Labeled Sets ๐Ÿท๏ธ - Efficient Training Boost ๐Ÿš€ - Topic 197 #ai #ml
deeplizard Beginner 1y ago
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
Are certificates important?
ML Fundamentals
Are certificates important?
codebasics Intermediate 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
Avoid the Trap of Over-Engineering in #AI Development
ML Fundamentals
Avoid the Trap of Over-Engineering in #AI Development
Stanford Online Beginner 1y ago
How much time is required to become a data analyst?
ML Fundamentals
How much time is required to become a data analyst?
codebasics Intermediate 1y ago
Image Classification CNN in PyTorch
ML Fundamentals
Image Classification CNN in PyTorch
NeuralNine Intermediate 1y ago
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
ML Fundamentals
Amazon's New AI Chips vs. Nvidia's Blackwell: AI Race Heats Up! #amazon #nvidia #ai #chips #genai
Deepak Bhaskaran Advanced 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
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
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
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
Crack Python Interviews  Part 2 | Ultimate Interview Preparation Series #pythonprogramming
ML Fundamentals
Crack Python Interviews Part 2 | Ultimate Interview Preparation Series #pythonprogramming
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Crack Python Interviews  Part 1 | Ultimate Interview Preparation Series #pythonprogramming
ML Fundamentals
Crack Python Interviews Part 1 | Ultimate Interview Preparation Series #pythonprogramming
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ 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
Why A Traditional #AI Development Sequence Doesn't Work for Products
ML Fundamentals
Why A Traditional #AI Development Sequence Doesn't Work for Products
Stanford Online Beginner 1y ago
Boost Your #AI ROI: Focus on Consumer-Facing Solutions
ML Fundamentals
Boost Your #AI ROI: Focus on Consumer-Facing Solutions
Stanford Online Beginner 1y ago
Short Program Overview - Generative AI: Technology, Business & Society
ML Fundamentals
Short Program Overview - Generative AI: Technology, Business & Society
Stanford Online 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
Don't Underestimate the Role of UI in Your #AI Projects
ML Fundamentals
Don't Underestimate the Role of UI in Your #AI Projects
Stanford Online 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
Which industries hire Data Analysts?
ML Fundamentals
Which industries hire Data Analysts?
codebasics Intermediate 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
AI and Strategy: What Every Decision Maker Needs to Know
ML Fundamentals
AI and Strategy: What Every Decision Maker Needs to Know
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
Budget 2024: Opportunities like never before!
ML Fundamentals
Budget 2024: Opportunities like never before!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Apply SOLID Design to Optimize Java ML
๐Ÿ“š Coursera Course โ†—
Self-paced
Apply SOLID Design to Optimize Java ML
Opens on Coursera โ†—
Advanced Generative Adversarial Networks (GANs)
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Generative Adversarial Networks (GANs)
Opens on Coursera โ†—
Algoritmos de negociaciรณn basados en machine learningโ€‹
๐Ÿ“š Coursera Course โ†—
Self-paced
Algoritmos de negociaciรณn basados en machine learningโ€‹
Opens on Coursera โ†—
Data Science Fundamentals Part 2: Unit 3
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Science Fundamentals Part 2: Unit 3
Opens on Coursera โ†—
Linear Algebra for Machine Learning & AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Linear Algebra for Machine Learning & AI
Opens on Coursera โ†—
Introduction to Image Generation - Franรงais
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Image Generation - Franรงais
Opens on Coursera โ†—