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
Inside TensorFlow: Summaries and TensorBoard
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Summaries and TensorBoard
TensorFlow 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 7y 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 7y 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 7y ago
CNN Forward Method - PyTorch Deep Learning Implementation
ML Fundamentals ⚡ AI Lesson
CNN Forward Method - PyTorch Deep Learning Implementation
deeplizard 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
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
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
How to switch your career to Data Science.
ML Fundamentals
How to switch your career to Data Science.
Krish Naik 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
Complete Life Cycle of a Data Science Project
ML Fundamentals
Complete Life Cycle of a Data Science Project
Krish Naik Intermediate 7y ago
Neural Ordinary Differential Equations
ML Fundamentals ⚡ AI Lesson
Neural Ordinary Differential Equations
Yannic Kilcher Intermediate 7y ago
Microwaving Grapes Makes Plasma
ML Fundamentals ⚡ AI Lesson
Microwaving Grapes Makes Plasma
Veritasium Intermediate 7y ago
Video Game & Complex Bokeh Blurs - Computerphile
ML Fundamentals ⚡ AI Lesson
Video Game & Complex Bokeh Blurs - Computerphile
Computerphile Intermediate 7y 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 7y 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 7y ago
Live Coding with Rust and Actix
ML Fundamentals ⚡ AI Lesson
Live Coding with Rust and Actix
Tensor Programming Intermediate 7y 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
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
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
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
Construya una red neuronal para realizar la clasificación - Episodio 3
ML Fundamentals ⚡ AI Lesson
Construya una red neuronal para realizar la clasificación - Episodio 3
TensorFlow Intermediate 7y ago
Create custom Alexa Skill- Lambda function- Part2
ML Fundamentals
Create custom Alexa Skill- Lambda function- Part2
Krish Naik Intermediate 7y ago
Arizona State University Master of Computer Science Admissions Webinar
ML Fundamentals
Arizona State University Master of Computer Science Admissions Webinar
Coursera Intermediate 7y ago
K Means Clustering Intuition
ML Fundamentals
K Means Clustering Intuition
Krish Naik Intermediate 7y ago
Build a deep neural network in 4 mins with TensorFlow in Colab
ML Fundamentals ⚡ AI Lesson
Build a deep neural network in 4 mins with TensorFlow in Colab
TensorFlow Intermediate 7y ago
K Nearest Neighbor classification with Intuition and practical solution
ML Fundamentals
K Nearest Neighbor classification with Intuition and practical solution
Krish Naik Intermediate 7y ago
Why Google Cloud?  - How Google does Machine Learning from Google Cloud #4
ML Fundamentals
Why Google Cloud? - How Google does Machine Learning from Google Cloud #4
Coursera Intermediate 7y ago
Why Google? - How Google does Machine Learning from Google Cloud #3
ML Fundamentals
Why Google? - How Google does Machine Learning from Google Cloud #3
Coursera Intermediate 7y ago
Specialization Agenda - How Google does Machine Learning from Google Cloud #2
ML Fundamentals
Specialization Agenda - How Google does Machine Learning from Google Cloud #2
Coursera Intermediate 7y ago
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Bayesian Statistics: Excel to Python A/B Testing
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Single Variable Calculus
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How to Build an Enterprise AI Strategy
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How to Build an Enterprise AI Strategy
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Data Science with Python: Analyze & Visualize
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Data Science with Python: Analyze & Visualize
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Présentation de l'IA et du machine learning sur Google Cloud
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Présentation de l'IA et du machine learning sur Google Cloud
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Computational Thinking with JavaScript 1: Draw & Animate
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Computational Thinking with JavaScript 1: Draw & Animate
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