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
George Hotz | Programming | a tiny tour through tinygrad (noob lesson) | github.com/geohot/tinygrad
ML Fundamentals
George Hotz | Programming | a tiny tour through tinygrad (noob lesson) | github.com/geohot/tinygrad
george hotz archive Beginner 3y ago
Announcing Job Guaranteed Full Stack Javascript Web Developer @HiteshCodeLab |July 10th
ML Fundamentals
Announcing Job Guaranteed Full Stack Javascript Web Developer @HiteshCodeLab |July 10th
Krish Naik Intermediate 3y ago
Graph Neural Networks: A gentle introduction
ML Fundamentals
Graph Neural Networks: A gentle introduction
Aladdin Persson Beginner 3y ago
How to lie using visual proofs
ML Fundamentals
How to lie using visual proofs
3Blue1Brown Intermediate 3y ago
Home Lab Build - P.2 - Rack has evolved!
ML Fundamentals
Home Lab Build - P.2 - Rack has evolved!
sentdex Beginner 3y ago
Top 10 Deep Learning Algorithms in 2022 Part 2
ML Fundamentals ⚡ AI Lesson
Top 10 Deep Learning Algorithms in 2022 Part 2
AssemblyAI Beginner 3y ago
Top 10 Deep Learning Algorithms in 2022 Part 1
ML Fundamentals
Top 10 Deep Learning Algorithms in 2022 Part 1
AssemblyAI Beginner 3y ago
Day 8-LSTM Recurrent Neural Network In Depth Intuition And NLP Application|Krish Naik
ML Fundamentals
Day 8-LSTM Recurrent Neural Network In Depth Intuition And NLP Application|Krish Naik
Krish Naik Beginner 3y ago
MSR-IISc AI Seminar Series: GFlowNets and System 2 Deep Learning - Yoshua Bengio
ML Fundamentals
MSR-IISc AI Seminar Series: GFlowNets and System 2 Deep Learning - Yoshua Bengio
Microsoft Research Beginner 3y ago
Activation Functions - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Activation Functions - Deep Learning Dictionary
deeplizard Beginner 3y ago
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ML Fundamentals
MACHINE LEARNING Battlestation Breakdown
Nicholas Renotte Beginner 3y ago
Distributed ML training with PyTorch and Amazon SageMaker - AWS Virtual Workshop
ML Fundamentals
Distributed ML training with PyTorch and Amazon SageMaker - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Metaflow Tags: Programmatic Tagging
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Programmatic Tagging
Outerbounds Beginner 3y ago
Metaflow Tags: Tags in CI/CD
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags in CI/CD
Outerbounds Beginner 3y ago
Machine Learning for Facial Recognition in Python in 60 Seconds #shorts
ML Fundamentals
Machine Learning for Facial Recognition in Python in 60 Seconds #shorts
Rob Mulla Beginner 3y ago
Lecture 19: Differentiation Rules, Rolle's Theorem, and the Mean Value Theorem
ML Fundamentals ⚡ AI Lesson
Lecture 19: Differentiation Rules, Rolle's Theorem, and the Mean Value Theorem
MIT OpenCourseWare Intermediate 3y ago
Lecture 16: The Min/Max Theorem and Bolzano's Intermediate Value Theorem
ML Fundamentals
Lecture 16: The Min/Max Theorem and Bolzano's Intermediate Value Theorem
MIT OpenCourseWare Intermediate 3y ago
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ML Fundamentals ⚡ AI Lesson
Practical applications of intelligent document processing in lending and insurance claims processing
AWS Developers Intermediate 3y ago
Get the Best Python Books for Free
ML Fundamentals
Get the Best Python Books for Free
David Bombal Beginner 3y ago
A Beginners Guide To The Data Analysis Process | Data Science 02 | GeeksforGeeks
ML Fundamentals
A Beginners Guide To The Data Analysis Process | Data Science 02 | GeeksforGeeks
GeeksforGeeks Beginner 3y ago
Logistic Regression in Python | Databytes | Machine Learning in Python
ML Fundamentals ⚡ AI Lesson
Logistic Regression in Python | Databytes | Machine Learning in Python
DataCamp Beginner 3y ago
Build a Chrome Dino Game AI Model with Python | AI Learns to Play Dino Game
ML Fundamentals ⚡ AI Lesson
Build a Chrome Dino Game AI Model with Python | AI Learns to Play Dino Game
Nicholas Renotte Beginner 3y ago
The Rise of DeBERTa for NLP Downstream Tasks | Grandmaster Series E7
ML Fundamentals
The Rise of DeBERTa for NLP Downstream Tasks | Grandmaster Series E7
NVIDIA Developer Advanced 3y ago
Making MLFlow // Lead MLFlow Maintainer Corey Zumar // MLOps Coffee Sessions #103
ML Fundamentals
Making MLFlow // Lead MLFlow Maintainer Corey Zumar // MLOps Coffee Sessions #103
MLOps.community Intermediate 3y ago
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ML Fundamentals
MIT Technology Review’s Future Compute Conference 2022
Microsoft Research Beginner 3y ago
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ML Fundamentals
Unlocking the Developer
The New Stack Beginner 3y ago
Home Lab Build - P.1 - Building a NAS
ML Fundamentals ⚡ AI Lesson
Home Lab Build - P.1 - Building a NAS
sentdex Beginner 3y ago
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
ML Fundamentals ⚡ AI Lesson
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
freeCodeCamp.org Beginner 3y ago
Building a Movie Recommendation System on Tecton with Snowflake // David Hershey //MLOps Meetup #102
ML Fundamentals
Building a Movie Recommendation System on Tecton with Snowflake // David Hershey //MLOps Meetup #102
MLOps.community Intermediate 3y ago
Designing Machine Learning Systems | book summary | Read a book with me
ML Fundamentals
Designing Machine Learning Systems | book summary | Read a book with me
Sophia Yang Advanced 3y ago
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
ML Fundamentals
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
CS Dojo Beginner 3y ago
Can AI Fix my Baseball Swing?
ML Fundamentals ⚡ AI Lesson
Can AI Fix my Baseball Swing?
Ken Jee Beginner 3y ago
Linear Regression in Python | Databytes | Machine Learning in Python
ML Fundamentals
Linear Regression in Python | Databytes | Machine Learning in Python
DataCamp Beginner 3y ago
Machine Learning is Transforming Almost Everything
ML Fundamentals
Machine Learning is Transforming Almost Everything
Deep Learning Revision Beginner 3y ago
Neural Network Weights - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Weights - Deep Learning Dictionary
deeplizard Beginner 3y ago
Haywire Algorithms
ML Fundamentals ⚡ AI Lesson
Haywire Algorithms
Data Skeptic Beginner 3y ago
Hugging Face Experts
ML Fundamentals
Hugging Face Experts
HuggingFace Beginner 3y ago
Day 7-BackPropogration In Recurrent Neural Network And NLP Application|Krish Naik
ML Fundamentals
Day 7-BackPropogration In Recurrent Neural Network And NLP Application|Krish Naik
Krish Naik Beginner 3y ago
Metaflow Tags: Tags and Continuous Training
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags and Continuous Training
Outerbounds Beginner 3y ago
Lecture 14: Limits of Functions in Terms of Sequences and Continuity
ML Fundamentals ⚡ AI Lesson
Lecture 14: Limits of Functions in Terms of Sequences and Continuity
MIT OpenCourseWare Beginner 3y ago
Lecture 22: Fundamental Theorem of Calculus, Integration by Parts, and Change of Variable Formula
ML Fundamentals
Lecture 22: Fundamental Theorem of Calculus, Integration by Parts, and Change of Variable Formula
MIT OpenCourseWare Intermediate 3y ago
Complete Statistics For Data Science In 6 hours By Krish Naik
ML Fundamentals
Complete Statistics For Data Science In 6 hours By Krish Naik
Krish Naik Beginner 3y ago
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ML Fundamentals ⚡ AI Lesson
How I stay MOTIVATED when learning DEEP TECH (coding, ML & data science)
Nicholas Renotte Beginner 3y ago
Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102
ML Fundamentals
Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102
MLOps.community Beginner 3y ago
Build a Generative Adversarial Neural Network with Tensorflow and Python | Deep Learning Projects
ML Fundamentals
Build a Generative Adversarial Neural Network with Tensorflow and Python | Deep Learning Projects
Nicholas Renotte Beginner 3y ago
Lecture 6: Photometric Stereo, Noise Gain, Error Amplification, Eigenvalues and Eigenvectors Review
ML Fundamentals
Lecture 6: Photometric Stereo, Noise Gain, Error Amplification, Eigenvalues and Eigenvectors Review
MIT OpenCourseWare Intermediate 3y ago
#90 How Data Science is Transforming the Healthcare Industry (with Curren Katz)
ML Fundamentals
#90 How Data Science is Transforming the Healthcare Industry (with Curren Katz)
DataCamp Intermediate 3y ago
Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino
ML Fundamentals
Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino
MLOps.community Beginner 3y ago
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