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
@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: Communicating with Confidence
ML Fundamentals
Course Overview: Communicating with Confidence
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
New Way Now: Wayfair is driving e-commerce AI innovation with Google Cloud and Snorkel
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
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
Kaggle Data Science Competition Course – Solve Three Challenges Step-by-Step
ML Fundamentals
Kaggle Data Science Competition Course – Solve Three Challenges Step-by-Step
freeCodeCamp.org 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
How Modal Labs is creating seamless ML developer experiences
ML Fundamentals
How Modal Labs is creating seamless ML developer experiences
Weights & Biases Intermediate 1y ago
Data Scientist vs Data Engineer: Which Career is Right for You?
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
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
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
End-to-End Machine Learning Project – AI, MLOps
ML Fundamentals
End-to-End Machine Learning Project – AI, MLOps
freeCodeCamp.org Intermediate 1y ago
Global Feature Store // Gottam Sai Bharath & Cole Bailey // MLOps Podcast #263
ML Fundamentals
Global Feature Store // Gottam Sai Bharath & Cole Bailey // MLOps Podcast #263
MLOps.community Beginner 1y ago
Warner Brothers Discovery: AI-Assisted Captioning on Google Cloud
ML Fundamentals
Warner Brothers Discovery: AI-Assisted Captioning on Google Cloud
Google Cloud Beginner 1y ago
Nutrify AI Grant Batch 4 application 1 minute founder intro video (rejected)
ML Fundamentals
Nutrify AI Grant Batch 4 application 1 minute founder intro video (rejected)
Daniel Bourke Beginner 1y ago
Nutrify AI Grant Batch 4 application live demo video (rejected)
ML Fundamentals
Nutrify AI Grant Batch 4 application live demo video (rejected)
Daniel Bourke Beginner 1y ago
RAG - Explained!
ML Fundamentals
RAG - Explained!
CodeEmporium Beginner 1y ago
Want to Master Machine Learning? Start with This Tip
ML Fundamentals
Want to Master Machine Learning? Start with This Tip
Data Sensei Beginner 1y ago
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
ML Fundamentals
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
Ken Jee Beginner 1y ago
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
ML Fundamentals
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
Macgence Beginner 1y ago
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
ML Fundamentals
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
Sahil Vohra Intermediate 1y ago
Hyperparameter Tuning For Neural Networks in Python
ML Fundamentals
Hyperparameter Tuning For Neural Networks in Python
NeuralNine Beginner 1y ago
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
ML Fundamentals
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
MLOps.community Intermediate 1y ago
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
ML Fundamentals
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
Outerbounds Intermediate 1y ago
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
ML Fundamentals
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
Sahil Vohra Beginner 1y ago
Webinar: Ace your finance application
ML Fundamentals
Webinar: Ace your finance application
Saïd Business School, University of Oxford Intermediate 1y ago
All Machine Learning algorithms explained in 17 min
16:30
ML Fundamentals
All Machine Learning algorithms explained in 17 min
Infinite Codes 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
Building PyTorch Computer Vision Algorithms for 100 Skin Shades - Emmanuel Acheampong, roboMUA
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
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
CUDA Programming Course – High-Performance Computing with GPUs
ML Fundamentals
CUDA Programming Course – High-Performance Computing with GPUs
freeCodeCamp.org Beginner 1y ago
One-Hot Encodings Flexibility 🔄 - Assigning Vector Places 🎚️ - Topic 210 #ai #ml
ML Fundamentals
One-Hot Encodings Flexibility 🔄 - Assigning Vector Places 🎚️ - Topic 210 #ai #ml
deeplizard Beginner 1y ago
Zuckerberg's favourite programming language !
ML Fundamentals
Zuckerberg's favourite programming language !
Entri Coding മലയാളം Beginner 1y ago
Expanding One-Hot Encodings 📈 - Adding New Categories 🆕 - Topic 209 #ai #ml
ML Fundamentals
Expanding One-Hot Encodings 📈 - Adding New Categories 🆕 - Topic 209 #ai #ml
deeplizard Beginner 1y ago
200 Million Years of Turtle Wisdom 🐢🧠 Nature Break with Mandy
ML Fundamentals
200 Million Years of Turtle Wisdom 🐢🧠 Nature Break with Mandy
deeplizard Beginner 1y ago
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy 💪👩‍💻
ML Fundamentals
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy 💪👩‍💻
deeplizard Beginner 1y ago
Understanding One-Hot Vectors 🔢 - Categorical Data in Vectors 📉 - Topic 208 #ai #ml
ML Fundamentals
Understanding One-Hot Vectors 🔢 - Categorical Data in Vectors 📉 - Topic 208 #ai #ml
deeplizard Beginner 1y ago
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Precalculus: Periodic Functions
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Sequences, Time Series and Prediction
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Machine Translation
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AWS Glue Getting Started
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AWS Glue Getting Started
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Building, Evaluating, and Operationalizing ML Models
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Building, Evaluating, and Operationalizing ML Models
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