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
What is Supervised Learning | Machine Learning basics explained for beginners 4
ML Fundamentals
What is Supervised Learning | Machine Learning basics explained for beginners 4
What's AI by Louis-François Bouchard Beginner 6y ago
Heroes of Deep Learning: Geoff Hinton on Career Advice
ML Fundamentals
Heroes of Deep Learning: Geoff Hinton on Career Advice
DeepLearningAI Beginner 6y ago
Deep Learning for Coders Study Group - Session #4
ML Fundamentals
Deep Learning for Coders Study Group - Session #4
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Deep Learning for Coders Study Group - Session #3
ML Fundamentals
Deep Learning for Coders Study Group - Session #3
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
How To Do I Manage My Time Apart from My Professional Life
ML Fundamentals
How To Do I Manage My Time Apart from My Professional Life
Krish Naik Intermediate 6y ago
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ML Fundamentals
5 Ways Data Science Changed Finance
365 Data Science Beginner 6y ago
PyTorch Tutorial 12 - Activation Functions
ML Fundamentals
PyTorch Tutorial 12 - Activation Functions
Patrick Loeber Beginner 6y ago
Python Machine Learning Tutorial #3 - K-Nearest Neighbors Classification
ML Fundamentals
Python Machine Learning Tutorial #3 - K-Nearest Neighbors Classification
NeuralNine Beginner 6y ago
Python Image Transformations on BABY YODA
ML Fundamentals
Python Image Transformations on BABY YODA
ritvikmath Intermediate 6y ago
What is Data Leakage In Machine Learning?
ML Fundamentals
What is Data Leakage In Machine Learning?
Krish Naik Beginner 6y ago
Loss Functions - EXPLAINED!
ML Fundamentals
Loss Functions - EXPLAINED!
CodeEmporium Beginner 6y ago
Live 2020-01-20!!! Favorite ML, Data Leakage, How to Learn ML
ML Fundamentals
Live 2020-01-20!!! Favorite ML, Data Leakage, How to Learn ML
StatQuest with Josh Starmer Beginner 6y ago
Privacy Preserving AI (Andrew Trask) | MIT Deep Learning Series
ML Fundamentals
Privacy Preserving AI (Andrew Trask) | MIT Deep Learning Series
Lex Fridman Beginner 6y ago
Episode 3: Handling Categorical Features in Machine Learning Problems
ML Fundamentals
Episode 3: Handling Categorical Features in Machine Learning Problems
Abhishek Thakur Beginner 6y ago
Erstellen eines Bildklassifizierers (ML Zero to Hero, Teil 4)
ML Fundamentals
Erstellen eines Bildklassifizierers (ML Zero to Hero, Teil 4)
TensorFlow Intermediate 6y ago
Email Endianness Problems - Computerphile
ML Fundamentals
Email Endianness Problems - Computerphile
Computerphile Intermediate 6y ago
Python Machine Learning Tutorial #2 - Linear Regression
ML Fundamentals
Python Machine Learning Tutorial #2 - Linear Regression
NeuralNine Beginner 6y ago
Rust Testing and TDD - An Intro to Testing and Test Driven Development
ML Fundamentals
Rust Testing and TDD - An Intro to Testing and Test Driven Development
Tensor Programming Beginner 6y ago
Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Pruning)
ML Fundamentals
Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Pruning)
TensorFlow Advanced 6y ago
Daniel Kahneman: Deep Learning (System 1 and System 2) | AI Podcast Clips
ML Fundamentals
Daniel Kahneman: Deep Learning (System 1 and System 2) | AI Podcast Clips
Lex Fridman Advanced 6y ago
The Kriging Model : Data Science Concepts
ML Fundamentals
The Kriging Model : Data Science Concepts
ritvikmath Intermediate 6y ago
PyTorch Tutorial 11 - Softmax and Cross Entropy
ML Fundamentals
PyTorch Tutorial 11 - Softmax and Cross Entropy
Patrick Loeber Beginner 6y ago
What is Deep Learning | Introduction to DL for beginners in a minute 3
ML Fundamentals
What is Deep Learning | Introduction to DL for beginners in a minute 3
What's AI by Louis-François Bouchard Beginner 6y ago
Transformer Neural Networks - EXPLAINED! (Attention is all you need)
ML Fundamentals
Transformer Neural Networks - EXPLAINED! (Attention is all you need)
CodeEmporium Advanced 6y ago
Master of Computer Science/Master of Computer Science Data Science | University of Illinois Webinar
ML Fundamentals
Master of Computer Science/Master of Computer Science Data Science | University of Illinois Webinar
Coursera Beginner 6y ago
Neural Networks from Scratch announcement
ML Fundamentals
Neural Networks from Scratch announcement
sentdex Beginner 6y ago
Regular Expressions - Computerphile
ML Fundamentals
Regular Expressions - Computerphile
Computerphile Intermediate 6y ago
Tips N Tricks #2: Setting up development environment for machine learning
ML Fundamentals
Tips N Tricks #2: Setting up development environment for machine learning
Abhishek Thakur Beginner 6y ago
Social Intelligence with Blaise Aguera y Arcas - #340
ML Fundamentals
Social Intelligence with Blaise Aguera y Arcas - #340
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
LiveQ&A
ML Fundamentals
LiveQ&A
Krish Naik Intermediate 6y ago
How To Debug Python Code In Spyder IDE
ML Fundamentals
How To Debug Python Code In Spyder IDE
Krish Naik Intermediate 6y ago
Make_Pipelines using Sklearn- Hyperparameter Tuning - Machine Learning
ML Fundamentals
Make_Pipelines using Sklearn- Hyperparameter Tuning - Machine Learning
Krish Naik Beginner 6y ago
Tutorial 7: Deploying Machine Learning Models In Azure Cloud
ML Fundamentals
Tutorial 7: Deploying Machine Learning Models In Azure Cloud
Krish Naik Beginner 6y ago
Performing Hyper Parameter Tuning Using Pipeline In Sklearn- Machine Learning
ML Fundamentals
Performing Hyper Parameter Tuning Using Pipeline In Sklearn- Machine Learning
Krish Naik Beginner 6y ago
Grant Sanderson (3Blue1Brown): Is Math Discovered or Invented? | AI Podcast Clips
ML Fundamentals
Grant Sanderson (3Blue1Brown): Is Math Discovered or Invented? | AI Podcast Clips
Lex Fridman Advanced 6y ago
Deep Learning for Coders Study Group - Session #6
ML Fundamentals
Deep Learning for Coders Study Group - Session #6
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Deep Learning for Coders Study Group - Session #5
ML Fundamentals
Deep Learning for Coders Study Group - Session #5
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Daniel Kahneman: Thinking Fast and Slow, Deep Learning, and AI | Lex Fridman Podcast #65
ML Fundamentals
Daniel Kahneman: Thinking Fast and Slow, Deep Learning, and AI | Lex Fridman Podcast #65
Lex Fridman Beginner 6y ago
Creating Pipelines Using SKlearn- Machine Learning Tutorial
ML Fundamentals
Creating Pipelines Using SKlearn- Machine Learning Tutorial
Krish Naik Beginner 6y ago
Python Machine Learning Tutorial #1 - What is Machine Learning?
ML Fundamentals
Python Machine Learning Tutorial #1 - What is Machine Learning?
NeuralNine Beginner 6y ago
Lex Fridman: Recipe for Progress in AI (Hard Work)
ML Fundamentals
Lex Fridman: Recipe for Progress in AI (Hard Work)
Lex Fridman Beginner 6y ago
Lex Fridman: Best Way to Understand the Mind is to Build It
ML Fundamentals
Lex Fridman: Best Way to Understand the Mind is to Build It
Lex Fridman Beginner 6y ago
Tutorial 6 :Deployment of Machine Learning Models in Google Cloud Platform
ML Fundamentals
Tutorial 6 :Deployment of Machine Learning Models in Google Cloud Platform
Krish Naik Beginner 6y ago
What is Machine Learning? | Introduction to ML for beginners in a minute 2
ML Fundamentals
What is Machine Learning? | Introduction to ML for beginners in a minute 2
What's AI by Louis-François Bouchard Beginner 6y ago
Top PGDM Colleges For Data Science In India
ML Fundamentals
Top PGDM Colleges For Data Science In India
Krish Naik Intermediate 6y ago
Best Python Books To Read In 2020
ML Fundamentals
Best Python Books To Read In 2020
Krish Naik Intermediate 6y ago
Auto Sklearn Tutorial- Quickly Selecting Machine Learning Algorithm and HyperTuning It
ML Fundamentals
Auto Sklearn Tutorial- Quickly Selecting Machine Learning Algorithm and HyperTuning It
Krish Naik Beginner 6y ago
Story Telling- Important Aspects In Data Science
ML Fundamentals
Story Telling- Important Aspects In Data Science
Krish Naik Intermediate 6y ago
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