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
C4W1L07 One Layer of a Convolutional Net
ML Fundamentals
C4W1L07 One Layer of a Convolutional Net
DeepLearningAI Beginner 8y ago
C4W1L04 Padding
ML Fundamentals ⚡ AI Lesson
C4W1L04 Padding
DeepLearningAI Beginner 8y ago
Conditional Statements and Loops
ML Fundamentals
Conditional Statements and Loops
365 Data Science Beginner 8y ago
Backpropagation calculus | Deep Learning Chapter 4
ML Fundamentals
Backpropagation calculus | Deep Learning Chapter 4
3Blue1Brown Beginner 8y ago
Backpropagation, intuitively | Deep Learning Chapter 3
ML Fundamentals ⚡ AI Lesson
Backpropagation, intuitively | Deep Learning Chapter 3
3Blue1Brown Beginner 8y ago
What is an exchange?
ML Fundamentals ⚡ AI Lesson
What is an exchange?
deeplizard Beginner 8y ago
What is a market?
ML Fundamentals ⚡ AI Lesson
What is a market?
deeplizard Beginner 8y ago
Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - #62
ML Fundamentals ⚡ AI Lesson
Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - #62
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Working with Tuples in Python
ML Fundamentals
Working with Tuples in Python
365 Data Science Beginner 8y ago
Machine Learning & Artificial Intelligence: Crash Course Computer Science #34
ML Fundamentals
Machine Learning & Artificial Intelligence: Crash Course Computer Science #34
CrashCourse Beginner 8y ago
¿Qué es el Machine Learning?¿Y Deep Learning? Un mapa conceptual | DotCSV
ML Fundamentals
¿Qué es el Machine Learning?¿Y Deep Learning? Un mapa conceptual | DotCSV
Dot CSV Beginner 8y ago
Scaling Blockchains - Computerphile
ML Fundamentals ⚡ AI Lesson
Scaling Blockchains - Computerphile
Computerphile Beginner 8y ago
What Python skills are the most relevant in the industry today?
ML Fundamentals
What Python skills are the most relevant in the industry today?
Real Python Beginner 8y ago
The Director: Crash Course Film Production with Lily Gladstone #7
ML Fundamentals
The Director: Crash Course Film Production with Lily Gladstone #7
CrashCourse Beginner 8y ago
AI-Powered Conversational Interfaces with Paul Tepper - #52
ML Fundamentals
AI-Powered Conversational Interfaces with Paul Tepper - #52
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
AI YouTube Comments - Computerphile
ML Fundamentals ⚡ AI Lesson
AI YouTube Comments - Computerphile
Computerphile Beginner 8y ago
A Geek's Rap About Neural Networks
ML Fundamentals ⚡ AI Lesson
A Geek's Rap About Neural Networks
The New Stack Beginner 8y ago
[MINI] One Shot Learning
ML Fundamentals ⚡ AI Lesson
[MINI] One Shot Learning
Data Skeptic Beginner 8y ago
How Much DevOps Data Collection is Enough?
ML Fundamentals ⚡ AI Lesson
How Much DevOps Data Collection is Enough?
The New Stack Beginner 8y ago
C4W1L05 Strided Convolutions
ML Fundamentals
C4W1L05 Strided Convolutions
DeepLearningAI Beginner 8y ago
What is an order book?
ML Fundamentals ⚡ AI Lesson
What is an order book?
deeplizard Beginner 8y ago
The ELIF keyword [Python Fundamentals]
ML Fundamentals
The ELIF keyword [Python Fundamentals]
365 Data Science Beginner 8y ago
Buy side stop-limit order | Triggering under the market price
ML Fundamentals ⚡ AI Lesson
Buy side stop-limit order | Triggering under the market price
deeplizard Beginner 8y ago
Gradient descent, how neural networks learn | Deep Learning Chapter 2
ML Fundamentals
Gradient descent, how neural networks learn | Deep Learning Chapter 2
3Blue1Brown Beginner 8y ago
Buy side stop-limit order | Crypto trading strategy for buying a breakout
ML Fundamentals ⚡ AI Lesson
Buy side stop-limit order | Crypto trading strategy for buying a breakout
deeplizard Beginner 8y ago
But what is a neural network? | Deep learning chapter 1
ML Fundamentals
But what is a neural network? | Deep learning chapter 1
3Blue1Brown Beginner 8y ago
Flash CRASH Part 2 | How did Coinbase Respond?
ML Fundamentals ⚡ AI Lesson
Flash CRASH Part 2 | How did Coinbase Respond?
deeplizard Beginner 8y ago
Slippage explained | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Slippage explained | Trading concept to know
deeplizard Beginner 8y ago
Flash CRASH Part 1 | ETH/USD currency pair traded at $0.10
ML Fundamentals ⚡ AI Lesson
Flash CRASH Part 1 | ETH/USD currency pair traded at $0.10
deeplizard Beginner 8y ago
Stop-limit order | How to set the limit | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Stop-limit order | How to set the limit | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Stop Order on Coinbase Pro - GDAX | How it is ACTIVATED
ML Fundamentals ⚡ AI Lesson
Stop Order on Coinbase Pro - GDAX | How it is ACTIVATED
deeplizard Beginner 8y ago
Market price vs Last price | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Market price vs Last price | Trading concept to know
deeplizard Beginner 8y ago
Stop Order on Coinbase Pro - GDAX | What the WARNINGS Mean
ML Fundamentals ⚡ AI Lesson
Stop Order on Coinbase Pro - GDAX | What the WARNINGS Mean
deeplizard Beginner 8y ago
Stop order explained | How to stop a loss | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Stop order explained | How to stop a loss | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Time-in-force explained | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Time-in-force explained | Trading concept to know
deeplizard Beginner 8y ago
Buy as a MAKER (LOWER FEE) on Coinbase Pro - GDAX | Limit Order - Part 2
ML Fundamentals ⚡ AI Lesson
Buy as a MAKER (LOWER FEE) on Coinbase Pro - GDAX | Limit Order - Part 2
deeplizard Beginner 8y ago
Buy as a MAKER (LOWER FEE) on Coinbase Pro - GDAX | Limit Order - Part 1
ML Fundamentals ⚡ AI Lesson
Buy as a MAKER (LOWER FEE) on Coinbase Pro - GDAX | Limit Order - Part 1
deeplizard Beginner 8y ago
Market Orders are Always TAKERS (HIGHER FEES)!
ML Fundamentals ⚡ AI Lesson
Market Orders are Always TAKERS (HIGHER FEES)!
deeplizard Beginner 8y ago
Maker vs Taker | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Maker vs Taker | Trading concept to know
deeplizard Beginner 8y ago
Bid/Ask spread explained | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Bid/Ask spread explained | Trading concept to know
deeplizard Beginner 8y ago
Order book explained | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Order book explained | Trading concept to know
deeplizard Beginner 8y ago
Learning Long-Term Dependencies with Gradient Descent is Difficult - TWiML Online  Meetup
ML Fundamentals
Learning Long-Term Dependencies with Gradient Descent is Difficult - TWiML Online Meetup
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Coinbase around the globe | What countries are supported?
ML Fundamentals ⚡ AI Lesson
Coinbase around the globe | What countries are supported?
deeplizard Beginner 8y ago
Coinbase gives $10 in Bitcoin | Watch this before signing up
ML Fundamentals ⚡ AI Lesson
Coinbase gives $10 in Bitcoin | Watch this before signing up
deeplizard Beginner 8y ago
Coinbase Pro - GDAX | Trading Interface Overview
ML Fundamentals ⚡ AI Lesson
Coinbase Pro - GDAX | Trading Interface Overview
deeplizard Beginner 8y ago
Is Bitcoin safe at Coinbase/GDAX?
ML Fundamentals ⚡ AI Lesson
Is Bitcoin safe at Coinbase/GDAX?
deeplizard Beginner 8y ago
Coinbase | HackerOne bug bounty program
ML Fundamentals ⚡ AI Lesson
Coinbase | HackerOne bug bounty program
deeplizard Beginner 8y ago
How does Coinbase/GDAX secure Bitcoin, Litecoin, Ether?
ML Fundamentals ⚡ AI Lesson
How does Coinbase/GDAX secure Bitcoin, Litecoin, Ether?
deeplizard Beginner 8y ago
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