Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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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
Course Teaser: Communicating with Confidence
ML Fundamentals
Course Teaser: Communicating with Confidence
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ML Fundamentals
AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam
freeCodeCamp.org Beginner 1y ago
The Secret to Data Science Success🔥😍
ML Fundamentals
The Secret to Data Science Success🔥😍
Entri Coding മലയാളം Beginner 1y ago
Webinar: How to make an impact in impact finance
ML Fundamentals
Webinar: How to make an impact in impact finance
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4 Software Developer Roadmaps For 2024+
ML Fundamentals
4 Software Developer Roadmaps For 2024+
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Harris vs. Trump : A Data Scientist's Prediction (1 Month To Go)
ML Fundamentals
Harris vs. Trump : A Data Scientist's Prediction (1 Month To Go)
ritvikmath Intermediate 1y ago
Formatting Image Data 📸 - Ensuring Uniformity 🔲 - Topic 214 #ai #ml
ML Fundamentals
Formatting Image Data 📸 - Ensuring Uniformity 🔲 - Topic 214 #ai #ml
deeplizard Beginner 1y ago
How to Build a Career in Generative AI? #generativeai #careeringenerativeAI
ML Fundamentals
How to Build a Career in Generative AI? #generativeai #careeringenerativeAI
Analytics Vidhya Intermediate 1y ago
How to tackle Career Gap? #shorts #codebasics #careergap #careerguidance
ML Fundamentals
How to tackle Career Gap? #shorts #codebasics #careergap #careerguidance
codebasics Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-10-2024
ML Fundamentals
Deep Learning by Goodfellow Study Group - 8-10-2024
TWIML AI Podcast Beginner 1y ago
How AI Actually Works (For Beginners)
ML Fundamentals
How AI Actually Works (For Beginners)
Entri Coding മലയാളം Beginner 1y ago
Holograms are wild (full video linked above)
ML Fundamentals
Holograms are wild (full video linked above)
3Blue1Brown Intermediate 1y ago
Managed Model Generation: Customized AI Solutions for Your Business | Macgence
ML Fundamentals
Managed Model Generation: Customized AI Solutions for Your Business | Macgence
Macgence Beginner 1y ago
Lightning Talk: Markov Chains - potentially faster log analysis
ML Fundamentals
Lightning Talk: Markov Chains - potentially faster log analysis
SANS Institute Beginner 1y ago
Organizing Data for Networks Step #2 📂 - ML Data Structuring 🏗️ - Topic 213 #ai #ml
ML Fundamentals
Organizing Data for Networks Step #2 📂 - ML Data Structuring 🏗️ - Topic 213 #ai #ml
deeplizard Beginner 1y ago
Why We Need to Rethink Frameworks
ML Fundamentals
Why We Need to Rethink Frameworks
MLOps.community Intermediate 1y ago
Recommender Systems: Metrics, Trends, and Challenges | Machine Learning | Community Webinar
ML Fundamentals
Recommender Systems: Metrics, Trends, and Challenges | Machine Learning | Community Webinar
Data Science Dojo Intermediate 1y ago
@Asianometry & Dylan Patel — How the semiconductor industry actually works
ML Fundamentals
@Asianometry & Dylan Patel — How the semiconductor industry actually works
Dwarkesh Patel Beginner 1y ago
Course Overview: Negotiating for What You Want
ML Fundamentals
Course Overview: Negotiating for What You Want
Stanford Online Beginner 1y ago
West Virginia University: Discover the Master of Science in Software Engineering (MSSE)
ML Fundamentals
West Virginia University: Discover the Master of Science in Software Engineering (MSSE)
Coursera Intermediate 1y ago
Clemson University: Inside Look at the Master of Science in Computer Science (MSCS)
ML Fundamentals
Clemson University: Inside Look at the Master of Science in Computer Science (MSCS)
Coursera Beginner 1y ago
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ML Fundamentals
New Way Now: Wayfair is driving e-commerce AI innovation with Google Cloud and Snorkel
Google Cloud Intermediate 1y ago
I tried another AI engineer. Here is what I found.
ML Fundamentals
I tried another AI engineer. Here is what I found.
Underfitted Beginner 1y ago
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
ML Fundamentals
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
PyTorch Advanced 1y ago
[TVM] Universally Deploy Large-language Models via ML Compilation - Tianqi Chen, CMU & OctoAI
ML Fundamentals
[TVM] Universally Deploy Large-language Models via ML Compilation - Tianqi Chen, CMU & OctoAI
PyTorch Beginner 1y ago
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ML Fundamentals
My app NaNEye now in beta: making health data driven
Aladdin Persson Intermediate 1y ago
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ML Fundamentals
Kaggle Data Science Competition Course – Solve Three Challenges Step-by-Step
freeCodeCamp.org Beginner 1y ago
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ML Fundamentals
How Modal Labs is creating seamless ML developer experiences
Weights & Biases Intermediate 1y ago
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ML Fundamentals
Data Scientist vs Data Engineer: Which Career is Right for You?
365 Data Science Beginner 1y ago
Elevating ML infrastructure with Modal Labs CEO Erik Bernhardsson
ML Fundamentals
Elevating ML infrastructure with Modal Labs CEO Erik Bernhardsson
Weights & Biases Beginner 1y ago
Everything you need to know about Fine-tuning and Merging LLMs: Maxime Labonne
ML Fundamentals
Everything you need to know about Fine-tuning and Merging LLMs: Maxime Labonne
AI Engineer Advanced 1y ago
SUPERVISED LEARNING | AI & ML FOR BEGINNERS | #ai #ml #artificialintelligence #machinelearning
ML Fundamentals
SUPERVISED LEARNING | AI & ML FOR BEGINNERS | #ai #ml #artificialintelligence #machinelearning
Entri Coding മലയാളം Beginner 1y ago
How AI is Changing the World Forever
ML Fundamentals
How AI is Changing the World Forever
Entri Coding മലയാളം Beginner 1y ago
Introduction to Artificial Intelligence & Machine Learning |  AI & ML For Beginners
ML Fundamentals
Introduction to Artificial Intelligence & Machine Learning | AI & ML For Beginners
Entri Coding മലയാളം Beginner 1y ago
Course Overview: Communicating with Confidence
ML Fundamentals
Course Overview: Communicating with Confidence
Stanford Online Beginner 1y ago
[TRITON] Maximizing Kernel Development Productivity Under Performance Constraints - Philip Tillet
ML Fundamentals
[TRITON] Maximizing Kernel Development Productivity Under Performance Constraints - Philip Tillet
PyTorch Advanced 1y ago
Building Scientific Computing Infrastructure Software with the PyTorch Ecosystem - Bharath Ramsundar
ML Fundamentals
Building Scientific Computing Infrastructure Software with the PyTorch Ecosystem - Bharath Ramsundar
PyTorch Intermediate 1y ago
Lightning Talk: In-Transit Machine Learning Using PyTorch on Frontier Exascale System- Vineeth Gutta
ML Fundamentals
Lightning Talk: In-Transit Machine Learning Using PyTorch on Frontier Exascale System- Vineeth Gutta
PyTorch Intermediate 1y ago
Torch.Compile for Autograd, DDP and FSDP - Will Feng , Chien-Chin Huang & Simon Fan, Meta
ML Fundamentals
Torch.Compile for Autograd, DDP and FSDP - Will Feng , Chien-Chin Huang & Simon Fan, Meta
PyTorch Beginner 1y ago
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ML Fundamentals
Building PyTorch Computer Vision Algorithms for 100 Skin Shades - Emmanuel Acheampong, roboMUA
PyTorch Intermediate 1y ago
Keynote: Ray: A Distributed Framework for Heterogeneous Computing - Ion Stoica, UC Berkeley
ML Fundamentals
Keynote: Ray: A Distributed Framework for Heterogeneous Computing - Ion Stoica, UC Berkeley
PyTorch Advanced 1y ago
BASIC AUTOMATION SCRIPTING | SOFTWARE TESTING FOR BEGINNERS #softwaretesting #testing
ML Fundamentals
BASIC AUTOMATION SCRIPTING | SOFTWARE TESTING FOR BEGINNERS #softwaretesting #testing
Entri Coding മലയാളം Beginner 1y ago
Data Pre-Processing Step #1 🔍 - Very Easy But True 📁 - Topic 212 #ai #ml
ML Fundamentals
Data Pre-Processing Step #1 🔍 - Very Easy But True 📁 - Topic 212 #ai #ml
deeplizard Beginner 1y ago
Setting Up a Test Environment: A Step-by-Step Guide| Software Testing #softwaretesting #testing
ML Fundamentals
Setting Up a Test Environment: A Step-by-Step Guide| Software Testing #softwaretesting #testing
Entri Coding മലയാളം Beginner 1y ago
INTRODUCTION TO AUTOMATION TESTING | SOFTWARE TESTING |AUTOMATION TESTING  #automationtesting
ML Fundamentals
INTRODUCTION TO AUTOMATION TESTING | SOFTWARE TESTING |AUTOMATION TESTING #automationtesting
Entri Coding മലയാളം Beginner 1y ago
Career Spotlight: Game Developer
ML Fundamentals
Career Spotlight: Game Developer
Coursera Beginner 1y ago
Data Pre-Processing for Networks 🔄 - Neural Network Prep 🧠 - Topic 211 #ai #ml
ML Fundamentals
Data Pre-Processing for Networks 🔄 - Neural Network Prep 🧠 - Topic 211 #ai #ml
deeplizard Beginner 1y ago
End-to-End Machine Learning Project – AI, MLOps
ML Fundamentals
End-to-End Machine Learning Project – AI, MLOps
freeCodeCamp.org Intermediate 1y ago
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