Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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lessons
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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
Proprietary trading explained | Coinbase trading bot | Volcker rule
ML Fundamentals ⚡ AI Lesson
Proprietary trading explained | Coinbase trading bot | Volcker rule
deeplizard Beginner 8y ago
Clojure - Neural Network Art
ML Fundamentals ⚡ AI Lesson
Clojure - Neural Network Art
Tensor Programming Beginner 8y ago
PHP, MySQL & Stripe API Payment App - Part 3
ML Fundamentals ⚡ AI Lesson
PHP, MySQL & Stripe API Payment App - Part 3
Traversy Media Beginner 8y ago
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
ML Fundamentals
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Backpropagation explained | Part 1 - The intuition
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 1 - The intuition
deeplizard Beginner 8y ago
Hunting for Extraterrestrial Life | Dr. Penelope Boston | Talks at Google
ML Fundamentals
Hunting for Extraterrestrial Life | Dr. Penelope Boston | Talks at Google
Talks at Google Beginner 8y ago
Sacha Arnoud, Director of Engineering, Waymo - MIT Self-Driving Cars
ML Fundamentals
Sacha Arnoud, Director of Engineering, Waymo - MIT Self-Driving Cars
Lex Fridman Beginner 8y ago
Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn
34:52
ML Fundamentals ⚡ AI Lesson
Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn
Simplilearn Beginner 8y ago
Where Are My Children: Crash Course Film Criticism #4
ML Fundamentals
Where Are My Children: Crash Course Film Criticism #4
CrashCourse Beginner 8y ago
C5W3L09 SpeechRecog
ML Fundamentals
C5W3L09 SpeechRecog
DeepLearningAI Beginner 8y ago
C5W3L06 Bleu Score (Optional)
ML Fundamentals
C5W3L06 Bleu Score (Optional)
DeepLearningAI Beginner 8y ago
StatQuest: Random Forests Part 1 - Building, Using and Evaluating
ML Fundamentals
StatQuest: Random Forests Part 1 - Building, Using and Evaluating
StatQuest with Josh Starmer Beginner 8y ago
Evolutionary Computation
ML Fundamentals ⚡ AI Lesson
Evolutionary Computation
Data Skeptic Beginner 8y ago
Deep Learning on the Cloud - GPU TO LEARN FASTER
ML Fundamentals ⚡ AI Lesson
Deep Learning on the Cloud - GPU TO LEARN FASTER
CodeEmporium Beginner 8y ago
Seefood - Ionic + Firebase + Cloud Vision
ML Fundamentals
Seefood - Ionic + Firebase + Cloud Vision
Fireship Beginner 8y ago
You're Never Too Young to Start Learning AI - Learning Intelligence Talks with Shaik Asad
ML Fundamentals
You're Never Too Young to Start Learning AI - Learning Intelligence Talks with Shaik Asad
Daniel Bourke Beginner 8y ago
Intro to Kotlin (Functions in Kotlin)
ML Fundamentals
Intro to Kotlin (Functions in Kotlin)
Tensor Programming Beginner 8y ago
MIT 6.S094: Deep Reinforcement Learning
ML Fundamentals ⚡ AI Lesson
MIT 6.S094: Deep Reinforcement Learning
Lex Fridman Beginner 8y ago
Generative Adversarial Networks - FUTURISTIC & FUN AI !
ML Fundamentals ⚡ AI Lesson
Generative Adversarial Networks - FUTURISTIC & FUN AI !
CodeEmporium Beginner 8y ago
Aliens: Crash Course Film Criticism #2
ML Fundamentals
Aliens: Crash Course Film Criticism #2
CrashCourse Beginner 8y ago
Neuroimaging and Big Data
ML Fundamentals ⚡ AI Lesson
Neuroimaging and Big Data
Data Skeptic Beginner 8y ago
Max Pooling in Convolutional Neural Networks explained
ML Fundamentals ⚡ AI Lesson
Max Pooling in Convolutional Neural Networks explained
deeplizard Beginner 8y ago
Depth chart explained | Order book visualized
ML Fundamentals ⚡ AI Lesson
Depth chart explained | Order book visualized
deeplizard Beginner 8y ago
Zero Padding in Convolutional Neural Networks explained
ML Fundamentals ⚡ AI Lesson
Zero Padding in Convolutional Neural Networks explained
deeplizard Beginner 8y ago
Coinbase Pro - GDAX | Screen SIZE matters!
ML Fundamentals ⚡ AI Lesson
Coinbase Pro - GDAX | Screen SIZE matters!
deeplizard Beginner 8y ago
Who owns Steemit? | Key people and accounts
ML Fundamentals ⚡ AI Lesson
Who owns Steemit? | Key people and accounts
deeplizard Beginner 8y ago
Moving average explained | EMA12 and EMA26 on Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Moving average explained | EMA12 and EMA26 on Coinbase Pro - GDAX
deeplizard Beginner 8y ago
24 hour volume explained | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
24 hour volume explained | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Power up and other crypto transfers on Steemit
ML Fundamentals ⚡ AI Lesson
Power up and other crypto transfers on Steemit
deeplizard Beginner 8y ago
Uptick rule explained | Trading concept to know
ML Fundamentals ⚡ AI Lesson
Uptick rule explained | Trading concept to know
deeplizard Beginner 8y ago
Trade volume explained | Understanding the volume bars on the price chart
ML Fundamentals ⚡ AI Lesson
Trade volume explained | Understanding the volume bars on the price chart
deeplizard Beginner 8y ago
C5W3L02 Picking the most likely sentence
ML Fundamentals
C5W3L02 Picking the most likely sentence
DeepLearningAI Beginner 8y ago
C5W3L01 Basic Models
ML Fundamentals
C5W3L01 Basic Models
DeepLearningAI Beginner 8y ago
Price chart explained | Trade history visualized with candlesticks
ML Fundamentals ⚡ AI Lesson
Price chart explained | Trade history visualized with candlesticks
deeplizard Beginner 8y ago
Trade history explained | Tick data | Time and sales data
ML Fundamentals ⚡ AI Lesson
Trade history explained | Tick data | Time and sales data
deeplizard Beginner 8y ago
Steemit keys and account permissions
ML Fundamentals ⚡ AI Lesson
Steemit keys and account permissions
deeplizard Beginner 8y ago
Market, Limit, Stop, Stop-Limit | Order type summary explanation
ML Fundamentals ⚡ AI Lesson
Market, Limit, Stop, Stop-Limit | Order type summary explanation
deeplizard Beginner 8y ago
Creating a Steemit account
ML Fundamentals ⚡ AI Lesson
Creating a Steemit account
deeplizard Beginner 8y ago
#8 Stop-Limit orders | Trading on Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
#8 Stop-Limit orders | Trading on Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Steemit social network and STEEM crypto & blockchain | Playlist overview
ML Fundamentals ⚡ AI Lesson
Steemit social network and STEEM crypto & blockchain | Playlist overview
deeplizard Beginner 8y ago
Intro to Kotlin (Control flow)
ML Fundamentals
Intro to Kotlin (Control flow)
Tensor Programming Beginner 8y ago
MIT Self-Driving Cars (2018)
ML Fundamentals ⚡ AI Lesson
MIT Self-Driving Cars (2018)
Lex Fridman Beginner 8y ago
Minimum order size | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Minimum order size | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Logistic Regression - THE MATH YOU SHOULD KNOW!
ML Fundamentals ⚡ AI Lesson
Logistic Regression - THE MATH YOU SHOULD KNOW!
CodeEmporium Beginner 8y ago
Batch Normalization (“batch norm”) explained
ML Fundamentals ⚡ AI Lesson
Batch Normalization (“batch norm”) explained
deeplizard Beginner 8y ago
Post only vs Allow taker | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Post only vs Allow taker | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
MIT 6.S094: Deep Learning
ML Fundamentals
MIT 6.S094: Deep Learning
Lex Fridman Beginner 8y ago
One-hot Encoding explained
ML Fundamentals ⚡ AI Lesson
One-hot Encoding explained
deeplizard Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Microsoft Azure Machine Learning
📚 Coursera Course ↗
Self-paced
Microsoft Azure Machine Learning
Opens on Coursera ↗
Identify Damaged Car Parts with Vertex AutoML Vision
📚 Coursera Course ↗
Self-paced
Identify Damaged Car Parts with Vertex AutoML Vision
Opens on Coursera ↗
Deep Learning with R: Build & Predict Neural Networks
📚 Coursera Course ↗
Self-paced
Deep Learning with R: Build & Predict Neural Networks
Opens on Coursera ↗
Statistical Learning for Engineering Part 1
📚 Coursera Course ↗
Self-paced
Statistical Learning for Engineering Part 1
Opens on Coursera ↗
ML Pipelines on Google Cloud - Português
📚 Coursera Course ↗
Self-paced
ML Pipelines on Google Cloud - Português
Opens on Coursera ↗
Machine Learning Using SAS Viya
📚 Coursera Course ↗
Self-paced
Machine Learning Using SAS Viya
Opens on Coursera ↗