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
Swift for TensorFlow (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
ML Fundamentals ⚡ AI Lesson
Swift for TensorFlow (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
TensorFlow Beginner 7y ago
5000 Subscribers - Thank You
ML Fundamentals ⚡ AI Lesson
5000 Subscribers - Thank You
Tech With Tim Beginner 7y ago
TWed Talk: Neha Keshan on "Stress and Machine Learning"
ML Fundamentals ⚡ AI Lesson
TWed Talk: Neha Keshan on "Stress and Machine Learning"
Tetherless World Beginner 7y ago
Kubeflow Co-Founder: Machine Learning Workflows on Kubernetes Can Be Simple
ML Fundamentals
Kubeflow Co-Founder: Machine Learning Workflows on Kubernetes Can Be Simple
The New Stack Beginner 7y ago
7. Text Generation using LSTMs and GRUs
ML Fundamentals
7. Text Generation using LSTMs and GRUs
Weights & Biases Beginner 7y ago
Building dataset - Deep Learning in Halite AI competition p.3
ML Fundamentals
Building dataset - Deep Learning in Halite AI competition p.3
sentdex Beginner 7y ago
Quickly get CSV into datasets for Keras (TensorFlow Tip of the Week)
ML Fundamentals ⚡ AI Lesson
Quickly get CSV into datasets for Keras (TensorFlow Tip of the Week)
TensorFlow Beginner 7y ago
TWiML & AI x Fast.ai Machine Learning Study Group – Session 8 – November 25, 2018
ML Fundamentals
TWiML & AI x Fast.ai Machine Learning Study Group – Session 8 – November 25, 2018
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
ML/DL for Non-Stationary Time Series Analysis in Financial Markets and Beyond with Stuart Reid -...
ML Fundamentals
ML/DL for Non-Stationary Time Series Analysis in Financial Markets and Beyond with Stuart Reid -...
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
A Gentle Introduction to Machine Learning
ML Fundamentals ⚡ AI Lesson
A Gentle Introduction to Machine Learning
StatQuest with Josh Starmer Beginner 7y ago
Recurrent Neural Networks - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Recurrent Neural Networks - EXPLAINED!
CodeEmporium Beginner 7y ago
What Tech Can Learn from the Fashion Industry
ML Fundamentals ⚡ AI Lesson
What Tech Can Learn from the Fashion Industry
The New Stack Beginner 7y ago
Deep Learning 6: Deep Learning for NLP
ML Fundamentals
Deep Learning 6: Deep Learning for NLP
Google DeepMind Beginner 7y ago
Deep Learning 3: Neural Networks Foundations
ML Fundamentals
Deep Learning 3: Neural Networks Foundations
Google DeepMind Beginner 7y ago
Build PyTorch CNN - Object Oriented Neural Networks
ML Fundamentals ⚡ AI Lesson
Build PyTorch CNN - Object Oriented Neural Networks
deeplizard Beginner 7y ago
Chinese for HSK 1 - Chinese Characters by Peking University #11
ML Fundamentals
Chinese for HSK 1 - Chinese Characters by Peking University #11
Coursera Beginner 7y ago
Chinese for HSK 1 - Learn Chinese Greetings by Peking University #10
ML Fundamentals
Chinese for HSK 1 - Learn Chinese Greetings by Peking University #10
Coursera Beginner 7y ago
Structuring and visualizing Data - Deep Learning in Halite AI competition p.2
ML Fundamentals
Structuring and visualizing Data - Deep Learning in Halite AI competition p.2
sentdex Beginner 7y ago
Python Sets Tutorial #2 - Methods
ML Fundamentals ⚡ AI Lesson
Python Sets Tutorial #2 - Methods
Tech With Tim Beginner 7y ago
Automated Fact Checking
ML Fundamentals ⚡ AI Lesson
Automated Fact Checking
Data Skeptic Beginner 7y ago
6. Recurrent Neural Networks [RNNs]
ML Fundamentals ⚡ AI Lesson
6. Recurrent Neural Networks [RNNs]
Weights & Biases Beginner 7y ago
Should I learn pandas before scikit-learn?
ML Fundamentals ⚡ AI Lesson
Should I learn pandas before scikit-learn?
Data School Beginner 7y ago
How do I select features for Machine Learning?
ML Fundamentals
How do I select features for Machine Learning?
Data School Beginner 7y ago
Unsupervised Machine Learning: Crash Course Statistics #37
ML Fundamentals
Unsupervised Machine Learning: Crash Course Statistics #37
CrashCourse Beginner 7y ago
Reinforcement Learning 1: Introduction to Reinforcement Learning
ML Fundamentals
Reinforcement Learning 1: Introduction to Reinforcement Learning
Google DeepMind Beginner 7y ago
Deep Learning 2: Introduction to TensorFlow
ML Fundamentals
Deep Learning 2: Introduction to TensorFlow
Google DeepMind Beginner 7y ago
Deep Learning 1: Introduction to Machine Learning Based AI
ML Fundamentals
Deep Learning 1: Introduction to Machine Learning Based AI
Google DeepMind Beginner 7y ago
TWiML & AI x Fast.ai Machine Learning Study Group – Session 7 – November 18, 2018
ML Fundamentals
TWiML & AI x Fast.ai Machine Learning Study Group – Session 7 – November 18, 2018
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Industrializing Machine Learning at Shell with Daniel Jeavons - TWiML Talk #202
ML Fundamentals
Industrializing Machine Learning at Shell with Daniel Jeavons - TWiML Talk #202
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Caicloud COO and CEO on the New Age of AI Programming
ML Fundamentals
Caicloud COO and CEO on the New Age of AI Programming
The New Stack Beginner 7y ago
Chinese for HSK 1 - Learn to Write Chinese Characters by Peking University #9
ML Fundamentals
Chinese for HSK 1 - Learn to Write Chinese Characters by Peking University #9
Coursera Beginner 7y ago
Chinese for HSK 1 - Learn Chinese (Phone Numbers) by Peking University #8
ML Fundamentals
Chinese for HSK 1 - Learn Chinese (Phone Numbers) by Peking University #8
Coursera Beginner 7y ago
Chinese for HSK 1 - Writing Chinese Language by Peking University #7
ML Fundamentals
Chinese for HSK 1 - Writing Chinese Language by Peking University #7
Coursera Beginner 7y ago
Chinese for HSK 1 - Learn Chinese Numbers and Ages by Peking University #6
ML Fundamentals
Chinese for HSK 1 - Learn Chinese Numbers and Ages by Peking University #6
Coursera Beginner 7y ago
Chinese for HSK 1 - Chinese Writing  by Peking University #5
ML Fundamentals
Chinese for HSK 1 - Chinese Writing by Peking University #5
Coursera Beginner 7y ago
Chinese for HSK 1 - Learn to Speak Chinese (Countries & Nationalities) by Peking University #4
ML Fundamentals
Chinese for HSK 1 - Learn to Speak Chinese (Countries & Nationalities) by Peking University #4
Coursera Beginner 7y ago
Chinese for HSK 1 - Writing Chinese Characters by Peking University #3
ML Fundamentals
Chinese for HSK 1 - Writing Chinese Characters by Peking University #3
Coursera Beginner 7y ago
Chinese for HSK 1 - Chinese Greetings and Basic Conversation by Peking University #2
ML Fundamentals
Chinese for HSK 1 - Chinese Greetings and Basic Conversation by Peking University #2
Coursera Beginner 7y ago
Chinese for HSK 1 - Introduction to Everyday Chinese by Peking University #1
ML Fundamentals
Chinese for HSK 1 - Introduction to Everyday Chinese by Peking University #1
Coursera Beginner 7y ago
Overview - Deep Learning in Halite AI competition p.1
ML Fundamentals
Overview - Deep Learning in Halite AI competition p.1
sentdex Beginner 7y ago
What is Data Science? - What is the Cloud? by IBM #6
ML Fundamentals
What is Data Science? - What is the Cloud? by IBM #6
Coursera Beginner 7y ago
What is Data Science? - Data Science Topics and Algorithms by IBM #5
ML Fundamentals
What is Data Science? - Data Science Topics and Algorithms by IBM #5
Coursera Beginner 7y ago
What is Data Science? - Advice for New Data Scientists by IBM #3
ML Fundamentals
What is Data Science? - Advice for New Data Scientists by IBM #3
Coursera Beginner 7y ago
What is Data Science - A day in the Life of a Data Scientist by IBM #4
ML Fundamentals
What is Data Science - A day in the Life of a Data Scientist by IBM #4
Coursera Beginner 7y ago
What is Data Science? - The Many Paths to Data Science by IBM #2
ML Fundamentals
What is Data Science? - The Many Paths to Data Science by IBM #2
Coursera Beginner 7y ago
What is Data Science? - Introduction by IBM #1
ML Fundamentals
What is Data Science? - Introduction by IBM #1
Coursera Beginner 7y ago
Scaling Deep Learning on Kubernetes at OpenAI with Christopher Berner - TWiML Talk #199
ML Fundamentals
Scaling Deep Learning on Kubernetes at OpenAI with Christopher Berner - TWiML Talk #199
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198
ML Fundamentals
Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
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