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
Stock Sentiment Analysis using News Headlines
ML Fundamentals
Stock Sentiment Analysis using News Headlines
Krish Naik Intermediate 6y ago
Predicting Lungs Disease using Deep Learning
ML Fundamentals
Predicting Lungs Disease using Deep Learning
Krish Naik Intermediate 6y ago
Inside TensorFlow: Resources and Variants
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Resources and Variants
TensorFlow Intermediate 6y ago
ChangeNotifiers and Provider - Live Coding with Flutter
ML Fundamentals ⚡ AI Lesson
ChangeNotifiers and Provider - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
Building Animated Buttons with Flare - Live Coding with Flutter
ML Fundamentals
Building Animated Buttons with Flare - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
ASU's Online Master of Computer Science - Special Webinar - May 2019
ML Fundamentals
ASU's Online Master of Computer Science - Special Webinar - May 2019
Coursera Intermediate 6y ago
Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270
ML Fundamentals ⚡ AI Lesson
Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Inside TensorFlow: Summaries and TensorBoard
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Summaries and TensorBoard
TensorFlow Intermediate 6y ago
Diagnostic Visualization for Machine Learning with YellowBrick w/ Rebecca Bilbro - TWiML Talk #264
ML Fundamentals ⚡ AI Lesson
Diagnostic Visualization for Machine Learning with YellowBrick w/ Rebecca Bilbro - TWiML Talk #264
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
CNN Forward Method - PyTorch Deep Learning Implementation
ML Fundamentals ⚡ AI Lesson
CNN Forward Method - PyTorch Deep Learning Implementation
deeplizard Intermediate 7y ago
NEURAL NETWORKS, PART 2! - CS50 Live, EP. 55
ML Fundamentals
NEURAL NETWORKS, PART 2! - CS50 Live, EP. 55
CS50 Intermediate 7y ago
Lab Demo - Explore & Visualize Datasets - Machine Learning with Tensorflow from Google Cloud #11
ML Fundamentals
Lab Demo - Explore & Visualize Datasets - Machine Learning with Tensorflow from Google Cloud #11
Coursera Intermediate 7y ago
NEURAL NETWORKS! - CS50 Live, EP. 53 (pre-release)
ML Fundamentals
NEURAL NETWORKS! - CS50 Live, EP. 53 (pre-release)
CS50 Intermediate 7y ago
Data Science - Fuzzy Record Matching
ML Fundamentals
Data Science - Fuzzy Record Matching
ritvikmath Intermediate 7y ago
Neural Ordinary Differential Equations
ML Fundamentals ⚡ AI Lesson
Neural Ordinary Differential Equations
Yannic Kilcher Intermediate 7y ago
Predicting Heart Disease using Machine Learning
ML Fundamentals
Predicting Heart Disease using Machine Learning
Krish Naik Intermediate 6y ago
Deployment of Deep Learning Model using Flask
ML Fundamentals
Deployment of Deep Learning Model using Flask
Krish Naik Intermediate 6y ago
Deploy Machine Learning Model using Flask
ML Fundamentals
Deploy Machine Learning Model using Flask
Krish Naik Intermediate 6y ago
Flutter YouTube Video Application - Live Coding with Flutter
ML Fundamentals
Flutter YouTube Video Application - Live Coding with Flutter
Tensor Programming Intermediate 6y ago
Live Coding in Flutter - Background Notifications and Alarms
ML Fundamentals ⚡ AI Lesson
Live Coding in Flutter - Background Notifications and Alarms
Tensor Programming Intermediate 6y ago
Live Coding with Rust - Building a Git Command Line Tool
ML Fundamentals
Live Coding with Rust - Building a Git Command Line Tool
Tensor Programming Intermediate 6y ago
Dance Like, an app that helps users learn how to dance using machine learning
ML Fundamentals ⚡ AI Lesson
Dance Like, an app that helps users learn how to dance using machine learning
TensorFlow Intermediate 6y ago
Machine Learning Magic for Your JavaScript Application (Google I/O'19)
ML Fundamentals ⚡ AI Lesson
Machine Learning Magic for Your JavaScript Application (Google I/O'19)
TensorFlow Intermediate 6y ago
High-Level APIs in TensorFlow 2.0 (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
High-Level APIs in TensorFlow 2.0 (TensorFlow Meets)
TensorFlow Intermediate 6y ago
Live Coding with Rust and Actix
ML Fundamentals ⚡ AI Lesson
Live Coding with Rust and Actix
Tensor Programming Intermediate 6y ago
Live Coding Firebase Authentication with Flutter
ML Fundamentals
Live Coding Firebase Authentication with Flutter
Tensor Programming Intermediate 7y ago
Inside TensorFlow: Control Flow
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Control Flow
TensorFlow Intermediate 7y ago
Edge AI for Smart Manufacturing with Trista Chen - TWiML Talk #253
ML Fundamentals ⚡ AI Lesson
Edge AI for Smart Manufacturing with Trista Chen - TWiML Talk #253
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Lab: Exploring the Dataset - End-to-End Machine Learning with Tensorflow from Google Cloud #10
ML Fundamentals
Lab: Exploring the Dataset - End-to-End Machine Learning with Tensorflow from Google Cloud #10
Coursera Intermediate 7y ago
BigQuery and Datalab - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #8
ML Fundamentals
BigQuery and Datalab - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #8
Coursera Intermediate 7y ago
Datalab - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #7
ML Fundamentals
Datalab - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #7
Coursera Intermediate 7y ago
BigQuery - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #6
ML Fundamentals
BigQuery - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #6
Coursera Intermediate 7y ago
Exploring the dataset - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #5
ML Fundamentals
Exploring the dataset - End-to-End Machine Learning with TensorFlow on GCP from Google Cloud #5
Coursera Intermediate 7y ago
Fully managed ML - End-to-End Machine Learning with Tensorflow from Google Cloud #4
ML Fundamentals
Fully managed ML - End-to-End Machine Learning with Tensorflow from Google Cloud #4
Coursera Intermediate 7y ago
Effective ML - End-to-End Machine Learning with Tensorflow from Google Cloud #3
ML Fundamentals
Effective ML - End-to-End Machine Learning with Tensorflow from Google Cloud #3
Coursera Intermediate 7y ago
About Specialization - End-to-End Machine Learning with Tensorflow from Google Cloud #1
ML Fundamentals
About Specialization - End-to-End Machine Learning with Tensorflow from Google Cloud #1
Coursera Intermediate 7y ago
How to switch your career to Data Science.
ML Fundamentals
How to switch your career to Data Science.
Krish Naik Intermediate 7y ago
Building a sustainable, open source machine learning platform for everyone (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Building a sustainable, open source machine learning platform for everyone (TensorFlow Meets)
TensorFlow Intermediate 7y ago
ASU's Online Master of Computer Science - Admissions Webinar - March 2019
ML Fundamentals
ASU's Online Master of Computer Science - Admissions Webinar - March 2019
Coursera Intermediate 7y ago
Complete Life Cycle of a Data Science Project
ML Fundamentals
Complete Life Cycle of a Data Science Project
Krish Naik Intermediate 7y ago
Building a Flutter Speech to Text/Speech Recognizer Application
ML Fundamentals ⚡ AI Lesson
Building a Flutter Speech to Text/Speech Recognizer Application
Tensor Programming Intermediate 7y ago
Dart Project - Building a Client Side Tetris Game - Part Two
ML Fundamentals
Dart Project - Building a Client Side Tetris Game - Part Two
Tensor Programming Intermediate 7y ago
Netease Youdao: AI Leader in Online Education in China (TF Dev Summit '19)
ML Fundamentals ⚡ AI Lesson
Netease Youdao: AI Leader in Online Education in China (TF Dev Summit '19)
TensorFlow Intermediate 7y ago
Deep Learning in Optics with Aydogan Ozcan - TWiML Talk #237
ML Fundamentals ⚡ AI Lesson
Deep Learning in Optics with Aydogan Ozcan - TWiML Talk #237
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Dart Project - Building a Client Side Tetris Game - Part One
ML Fundamentals
Dart Project - Building a Client Side Tetris Game - Part One
Tensor Programming Intermediate 7y ago
Gender Classifier and Age Estimator using Resnet Convolution Neural Network
ML Fundamentals
Gender Classifier and Age Estimator using Resnet Convolution Neural Network
Krish Naik Intermediate 7y ago
How to take advantage of GPUs and TPUs for your ML project (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
How to take advantage of GPUs and TPUs for your ML project (Coding TensorFlow)
TensorFlow Intermediate 7y ago
Implement Transfer Learning with a generic Code Template
ML Fundamentals
Implement Transfer Learning with a generic Code Template
Krish Naik Intermediate 7y ago
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