Foundations

ML Fundamentals

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

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lessons
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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
Daily Data Live | Tensorflow Language Translator Debugging
ML Fundamentals
Daily Data Live | Tensorflow Language Translator Debugging
Nicholas Renotte Beginner 3y ago
Sigmoid Activation Function - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Sigmoid Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
Batch Size Powers of 2 Really Necessary?
ML Fundamentals ⚡ AI Lesson
Batch Size Powers of 2 Really Necessary?
Aladdin Persson Beginner 3y ago
PyTorch Crash Course - Getting Started with Deep Learning
ML Fundamentals
PyTorch Crash Course - Getting Started with Deep Learning
AssemblyAI Beginner 3y ago
Blogs to follow by AI researchers
ML Fundamentals
Blogs to follow by AI researchers
AssemblyAI Beginner 3y ago
AI DREW all of THESE | DALLE-2 Walkthrough
ML Fundamentals ⚡ AI Lesson
AI DREW all of THESE | DALLE-2 Walkthrough
Nicholas Renotte Beginner 3y ago
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
Graph Neural Networks: A gentle introduction
ML Fundamentals
Graph Neural Networks: A gentle introduction
Aladdin Persson Beginner 3y ago
Home Lab Build - P.2 - Rack has evolved!
ML Fundamentals
Home Lab Build - P.2 - Rack has evolved!
sentdex 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
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
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
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 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
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
MIT Technology Review’s Future Compute Conference 2022
ML Fundamentals
MIT Technology Review’s Future Compute Conference 2022
Microsoft Research Beginner 3y ago
Unlocking the Developer
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
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
ML Fundamentals
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
CS Dojo 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
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
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
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
Build MultiPage Python App with Streamlit | Streamlit Native Multi-Page Tutorial
ML Fundamentals
Build MultiPage Python App with Streamlit | Streamlit Native Multi-Page Tutorial
1littlecoder Beginner 3y ago
My 5 Favorite AI Technical Articles of Hackernoon !
ML Fundamentals
My 5 Favorite AI Technical Articles of Hackernoon !
What's AI by Louis-François Bouchard 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
MACHINE LEARNING Battlestation Breakdown
ML Fundamentals
MACHINE LEARNING Battlestation Breakdown
Nicholas Renotte Beginner 3y ago
Metaflow Tags: Tags and Continuous Training
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags and Continuous Training
Outerbounds Beginner 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
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
How I stay MOTIVATED when learning DEEP TECH (coding, ML & data science)
ML Fundamentals ⚡ AI Lesson
How I stay MOTIVATED when learning DEEP TECH (coding, ML & data science)
Nicholas Renotte 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
Neural Network Weights - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Weights - Deep Learning Dictionary
deeplizard Beginner 3y ago
Life At IIt's| AI @ IIT Hyderabad| Podcast With Priya Bhatia
ML Fundamentals
Life At IIt's| AI @ IIT Hyderabad| Podcast With Priya Bhatia
Krish Naik Beginner 3y ago
Supercharge A/B testing w/automated causal inference |Community Workshop on Microsoft's Causal Tools
ML Fundamentals
Supercharge A/B testing w/automated causal inference |Community Workshop on Microsoft's Causal Tools
Microsoft Research Beginner 3y ago
Fireside chat with Stu Frost at Community Workshop on Microsoft's Causal Tools
ML Fundamentals
Fireside chat with Stu Frost at Community Workshop on Microsoft's Causal Tools
Microsoft Research Beginner 3y ago
Fireside chat #3: Reasonable Scale Machine Learning -- You're not Google and it's totally OK
ML Fundamentals ⚡ AI Lesson
Fireside chat #3: Reasonable Scale Machine Learning -- You're not Google and it's totally OK
Outerbounds Beginner 3y ago
Python Machine Learning Tutorial | Splitting Your Data | Databytes
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial | Splitting Your Data | Databytes
DataCamp Beginner 3y ago
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Calculus: Single Variable Part 1 - Functions
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Self-paced
Calculus: Single Variable Part 1 - Functions
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Advanced CNNs, Transfer Learning, and Recurrent Networks
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Advanced CNNs, Transfer Learning, and Recurrent Networks
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Developing Machine Learning Solutions
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Self-paced
Developing Machine Learning Solutions
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Fundamental Linear Algebra Concepts with Python
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Self-paced
Fundamental Linear Algebra Concepts with Python
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Machine Learning: Random Forest with Python from Scratch©
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Self-paced
Machine Learning: Random Forest with Python from Scratch©
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Déployer et adapter des modèles d'IA avec Cloud Run
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Self-paced
Déployer et adapter des modèles d'IA avec Cloud Run
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