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
Don't Replace Missing Values In Your Dataset.
ML Fundamentals
Don't Replace Missing Values In Your Dataset.
Underfitted Beginner 3y ago
User Perceptions of Problematic Ads
ML Fundamentals ⚡ AI Lesson
User Perceptions of Problematic Ads
Data Skeptic Beginner 3y ago
How To Deploy Machine Learning Models Using Docker And Github Action In Heroku
ML Fundamentals
How To Deploy Machine Learning Models Using Docker And Github Action In Heroku
Krish Naik Intermediate 3y ago
Have you used pipelines for Machine Learning before? #shorts
ML Fundamentals ⚡ AI Lesson
Have you used pipelines for Machine Learning before? #shorts
Nicholas Renotte Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 0. Why?
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 0. Why?
1littlecoder Beginner 3y ago
Learn PyTorch for deep learning in a day. Literally.
ML Fundamentals
Learn PyTorch for deep learning in a day. Literally.
Daniel Bourke Beginner 3y ago
Test-Time Augmentation In Machine Learning.
ML Fundamentals
Test-Time Augmentation In Machine Learning.
Underfitted Beginner 3y ago
At the Frontiers of Science: Exciting Advances in Protein Design
ML Fundamentals
At the Frontiers of Science: Exciting Advances in Protein Design
Microsoft Research Advanced 3y ago
Neural Networks explained in 60 seconds!
ML Fundamentals
Neural Networks explained in 60 seconds!
AssemblyAI Beginner 3y ago
Should you learn Python for Machine Learning?
ML Fundamentals
Should you learn Python for Machine Learning?
AssemblyAI Beginner 3y ago
Think Like a Computer Science Professor
ML Fundamentals ⚡ AI Lesson
Think Like a Computer Science Professor
freeCodeCamp.org Beginner 3y ago
Learn how to deploy Containerized applications in a hybrid cloud environment - AWS Online Tech Talks
ML Fundamentals
Learn how to deploy Containerized applications in a hybrid cloud environment - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Does a Deep Learning Laptop Exist? - Tensorbook Review
ML Fundamentals
Does a Deep Learning Laptop Exist? - Tensorbook Review
sentdex Beginner 3y ago
Explain your ML models with Amazon SageMaker Clarify - AWS Online Tech Talks
ML Fundamentals
Explain your ML models with Amazon SageMaker Clarify - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Microsoft is Accelerating the Future of Aerial Autonomy
ML Fundamentals
Microsoft is Accelerating the Future of Aerial Autonomy
Microsoft Research Intermediate 3y ago
Blockchain Hackathon 5.0 In Collaboration With Neo @iNeuroniNtelligence  @Telusko
ML Fundamentals
Blockchain Hackathon 5.0 In Collaboration With Neo @iNeuroniNtelligence @Telusko
Krish Naik Beginner 3y ago
What is data science?
ML Fundamentals ⚡ AI Lesson
What is data science?
Data Science with Marco Beginner 3y ago
TensorFlow.js Community "Show & Tell" #7
ML Fundamentals ⚡ AI Lesson
TensorFlow.js Community "Show & Tell" #7
TensorFlow Beginner 3y ago
Conditional Ordinal Regression for Neural Networks (CORN) With Examples in PyTorch
ML Fundamentals
Conditional Ordinal Regression for Neural Networks (CORN) With Examples in PyTorch
Sebastian Raschka Intermediate 3y ago
FIFA announces offside AI for World Cup | The Weekly Roundup
ML Fundamentals
FIFA announces offside AI for World Cup | The Weekly Roundup
DataCamp Beginner 3y ago
NeRFs: Neural Radiance Fields - Paper Explained
ML Fundamentals ⚡ AI Lesson
NeRFs: Neural Radiance Fields - Paper Explained
Aladdin Persson Beginner 3y ago
The War on Drugs: Crash Course Black American History #42
ML Fundamentals
The War on Drugs: Crash Course Black American History #42
CrashCourse Beginner 3y ago
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
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
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
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 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
Can We Have Multiple Constructors In Python?
ML Fundamentals
Can We Have Multiple Constructors In Python?
Krish Naik Intermediate 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
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
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
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
MACHINE LEARNING Battlestation Breakdown
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: Tags and Continuous Training
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags and Continuous Training
Outerbounds Beginner 3y ago
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