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
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 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
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
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
Semi-supervised Learning explained
ML Fundamentals ⚡ AI Lesson
Semi-supervised Learning explained
deeplizard 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
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
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
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
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
Preprocess data for training with Keras
ML Fundamentals ⚡ AI Lesson
Preprocess data for training with Keras
deeplizard Beginner 8y ago
Create an artificial neural network with Keras
ML Fundamentals ⚡ AI Lesson
Create an artificial neural network with Keras
deeplizard Beginner 8y ago
Underfitting in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Underfitting in a Neural Network explained
deeplizard Beginner 8y ago
Fine-tuning a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Fine-tuning a Neural Network explained
deeplizard Beginner 8y ago
Save and load a Keras model
ML Fundamentals ⚡ AI Lesson
Save and load a Keras model
deeplizard Beginner 8y ago
Overfitting in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Overfitting in a Neural Network explained
deeplizard Beginner 8y ago
Layers in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Layers in a Neural Network explained
deeplizard Beginner 8y ago
Image preparation for CNN Image Classifier with Keras
ML Fundamentals ⚡ AI Lesson
Image preparation for CNN Image Classifier with Keras
deeplizard Beginner 8y ago
Deep Learning explained
ML Fundamentals ⚡ AI Lesson
Deep Learning explained
deeplizard Beginner 8y ago
Supervised Learning explained
ML Fundamentals ⚡ AI Lesson
Supervised Learning explained
deeplizard Beginner 8y ago
Loss in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Loss in a Neural Network explained
deeplizard Beginner 8y ago
Predicting with a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Predicting with a Neural Network explained
deeplizard Beginner 8y ago
Train, Test, & Validation Sets explained
ML Fundamentals ⚡ AI Lesson
Train, Test, & Validation Sets explained
deeplizard Beginner 8y ago
How a Neural Network Learns explained
ML Fundamentals ⚡ AI Lesson
How a Neural Network Learns explained
deeplizard Beginner 8y ago
Learning Rate in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Learning Rate in a Neural Network explained
deeplizard Beginner 8y ago
Activation Functions in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Activation Functions in a Neural Network explained
deeplizard Beginner 8y ago
Training a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Training a Neural Network explained
deeplizard Beginner 8y ago
Batch Size in a Neural Network explained
ML Fundamentals ⚡ AI Lesson
Batch Size in a Neural Network explained
deeplizard Beginner 8y ago
Deep Learning playlist overview & Machine Learning intro
ML Fundamentals ⚡ AI Lesson
Deep Learning playlist overview & Machine Learning intro
deeplizard Beginner 8y ago
Artificial Neural Networks explained
ML Fundamentals ⚡ AI Lesson
Artificial Neural Networks explained
deeplizard Beginner 8y ago
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