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
IA NOTEBOOK #1 | Regresión Lineal y Mínimos Cuadrados Ordinarios | Programando IA
ML Fundamentals
IA NOTEBOOK #1 | Regresión Lineal y Mínimos Cuadrados Ordinarios | Programando IA
Dot CSV Beginner 8y ago
Why this puzzle is impossible
ML Fundamentals
Why this puzzle is impossible
3Blue1Brown Beginner 8y ago
Learning State Representations with Yael Niv - #92
ML Fundamentals ⚡ AI Lesson
Learning State Representations with Yael Niv - #92
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Intro to Rust-lang (Setting up a Development Environment)
ML Fundamentals
Intro to Rust-lang (Setting up a Development Environment)
Tensor Programming Beginner 8y ago
Mapping Keras labels to image classes
ML Fundamentals ⚡ AI Lesson
Mapping Keras labels to image classes
deeplizard Beginner 8y ago
Geometric Deep Learning with Joan Bruna & Michael Bronstein - #90
ML Fundamentals ⚡ AI Lesson
Geometric Deep Learning with Joan Bruna & Michael Bronstein - #90
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Intro to Rust-lang (Tests, Attributes, Configuration and Conditional compilation)
ML Fundamentals ⚡ AI Lesson
Intro to Rust-lang (Tests, Attributes, Configuration and Conditional compilation)
Tensor Programming Beginner 8y ago
Regresión Lineal y Mínimos Cuadrados Ordinarios | DotCSV
ML Fundamentals
Regresión Lineal y Mínimos Cuadrados Ordinarios | DotCSV
Dot CSV Beginner 8y ago
Interacting with our Chatbot - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.9
ML Fundamentals
Interacting with our Chatbot - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.9
sentdex Beginner 8y ago
The case against Net Neutrality?
ML Fundamentals
The case against Net Neutrality?
Ben Eater Beginner 8y ago
Mercedes Benz Machine Learning Research
ML Fundamentals ⚡ AI Lesson
Mercedes Benz Machine Learning Research
Data Skeptic Beginner 8y ago
Sertac Karaman (MIT) on Motion Planning in a Complex World - MIT Self-Driving Cars
ML Fundamentals ⚡ AI Lesson
Sertac Karaman (MIT) on Motion Planning in a Complex World - MIT Self-Driving Cars
Lex Fridman Beginner 8y ago
Matplotlib Tutorial 6 - Pie Chart
ML Fundamentals
Matplotlib Tutorial 6 - Pie Chart
codebasics Beginner 8y ago
Convolutional Neural Networks (CNNs) explained
ML Fundamentals ⚡ AI Lesson
Convolutional Neural Networks (CNNs) explained
deeplizard Beginner 8y ago
Matplotlib Tutorial 5 - Histograms
ML Fundamentals
Matplotlib Tutorial 5 - Histograms
codebasics Beginner 8y ago
Chris Gerdes (Stanford) on Technology, Policy and Vehicle Safety - MIT Self-Driving Cars
ML Fundamentals ⚡ AI Lesson
Chris Gerdes (Stanford) on Technology, Policy and Vehicle Safety - MIT Self-Driving Cars
Lex Fridman Beginner 8y ago
Training a Model - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.7
ML Fundamentals ⚡ AI Lesson
Training a Model - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.7
sentdex Beginner 8y ago
Integrative Learning for Robotic Systems with Aaron Ames - #87
ML Fundamentals
Integrative Learning for Robotic Systems with Aaron Ames - #87
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - #86
ML Fundamentals
Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - #86
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Embodied Visual Learning with Kristen Grauman - #85
ML Fundamentals
Embodied Visual Learning with Kristen Grauman - #85
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Intro to Rust-lang (Concurrency, Threads, Channels, Mutex and Arc)
ML Fundamentals
Intro to Rust-lang (Concurrency, Threads, Channels, Mutex and Arc)
Tensor Programming Beginner 8y ago
Intro to Rust-lang (Error Handling)
ML Fundamentals ⚡ AI Lesson
Intro to Rust-lang (Error Handling)
Tensor Programming Beginner 8y ago
Intro to Rust-lang (Macros and Metaprogramming)
ML Fundamentals
Intro to Rust-lang (Macros and Metaprogramming)
Tensor Programming Beginner 8y ago
Intro to Rust-lang (Modules and Lifetimes)
ML Fundamentals
Intro to Rust-lang (Modules and Lifetimes)
Tensor Programming Beginner 8y ago
re:Invent Roundup Roundtable - #83
ML Fundamentals
re:Invent Roundup Roundtable - #83
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Intro to Rust-lang (Closures, the Box Pointer and Iterators)
ML Fundamentals
Intro to Rust-lang (Closures, the Box Pointer and Iterators)
Tensor Programming Beginner 8y ago
Intro to Rustlang (Traits and Generic Types)
ML Fundamentals ⚡ AI Lesson
Intro to Rustlang (Traits and Generic Types)
Tensor Programming Beginner 8y ago
Matplotlib Tutorial 4 - Bar Chart
ML Fundamentals
Matplotlib Tutorial 4 - Bar Chart
codebasics Beginner 8y ago
Intro to Rustlang (Vectors, HashMaps, Casting, If-Let, While-Let, and the Result Enum)
ML Fundamentals ⚡ AI Lesson
Intro to Rustlang (Vectors, HashMaps, Casting, If-Let, While-Let, and the Result Enum)
Tensor Programming Beginner 8y ago
Experimental Creative Writing with the Vectorized Word, w/ Allison Parrish - #72
ML Fundamentals ⚡ AI Lesson
Experimental Creative Writing with the Vectorized Word, w/ Allison Parrish - #72
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Matplotlib Tutorial 3 - Axes labels, Legend, Grid
ML Fundamentals
Matplotlib Tutorial 3 - Axes labels, Legend, Grid
codebasics Beginner 8y ago
Matplotlib Tutorial 2 - format strings in plot function
ML Fundamentals
Matplotlib Tutorial 2 - format strings in plot function
codebasics Beginner 8y ago
Semi-supervised Learning explained
ML Fundamentals ⚡ AI Lesson
Semi-supervised Learning explained
deeplizard Beginner 8y ago
Intro to RustLang (Enums and Options)
ML Fundamentals
Intro to RustLang (Enums and Options)
Tensor Programming Beginner 8y ago
Matplotlib Tutorial 1 - Introduction and Installation
ML Fundamentals
Matplotlib Tutorial 1 - Introduction and Installation
codebasics Beginner 8y ago
Unsupervised Learning explained
ML Fundamentals ⚡ AI Lesson
Unsupervised Learning explained
deeplizard Beginner 8y ago
Intro to Rustlang (Control Flow, Conditionals and Pattern Matching)
ML Fundamentals
Intro to Rustlang (Control Flow, Conditionals and Pattern Matching)
Tensor Programming Beginner 8y ago
Intro to Rustlang (Structs, Methods, Functions, Related Functions and the Display/Debug Traits)
ML Fundamentals
Intro to Rustlang (Structs, Methods, Functions, Related Functions and the Display/Debug Traits)
Tensor Programming Beginner 8y ago
Building Database - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.5
ML Fundamentals
Building Database - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.5
sentdex Beginner 8y ago
How to Create a bootable flash drive | Mount an image | Diskpart on Windows
ML Fundamentals ⚡ AI Lesson
How to Create a bootable flash drive | Mount an image | Diskpart on Windows
deeplizard Beginner 8y ago
Determining insert - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.4
ML Fundamentals ⚡ AI Lesson
Determining insert - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.4
sentdex Beginner 8y ago
Intro to Rustlang (Ownership and Borrowing)
ML Fundamentals
Intro to Rustlang (Ownership and Borrowing)
Tensor Programming Beginner 8y ago
DNS routing with Hosted Zones Explained | Amazon Web Services | AWS
ML Fundamentals ⚡ AI Lesson
DNS routing with Hosted Zones Explained | Amazon Web Services | AWS
deeplizard Beginner 8y ago
Buffering dataset - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.3
ML Fundamentals ⚡ AI Lesson
Buffering dataset - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.3
sentdex Beginner 8y ago
Data Structure - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.2
ML Fundamentals
Data Structure - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.2
sentdex Beginner 8y ago
Creating a Chatbot with Deep Learning, Python, and TensorFlow p.1
ML Fundamentals ⚡ AI Lesson
Creating a Chatbot with Deep Learning, Python, and TensorFlow p.1
sentdex Beginner 8y ago
Install the Waves Client
ML Fundamentals ⚡ AI Lesson
Install the Waves Client
deeplizard Beginner 8y ago
Intro to Rustlang (Strings, Tuples, Arrays, Slices and Pretty Printing)
ML Fundamentals
Intro to Rustlang (Strings, Tuples, Arrays, Slices and Pretty Printing)
Tensor Programming Beginner 8y ago
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