Foundations

ML Fundamentals

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

11,365
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
Max Pooling in Convolutional Neural Networks explained
ML Fundamentals ⚡ AI Lesson
Max Pooling in Convolutional Neural Networks explained
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
Depth chart explained | Order book visualized
ML Fundamentals ⚡ AI Lesson
Depth chart explained | Order book visualized
deeplizard 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
Intro to Kotlin (Control flow)
ML Fundamentals
Intro to Kotlin (Control flow)
Tensor Programming 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
Deploying Model - Halite II 2017 Artificial Intelligence Competition p.7
ML Fundamentals ⚡ AI Lesson
Deploying Model - Halite II 2017 Artificial Intelligence Competition p.7
sentdex Beginner 8y ago
'How neural networks learn' - Part II: Adversarial Examples
ML Fundamentals ⚡ AI Lesson
'How neural networks learn' - Part II: Adversarial Examples
arXiv Insights Beginner 8y ago
Training Model - Halite II 2017 Artificial Intelligence Competition p.6
ML Fundamentals ⚡ AI Lesson
Training Model - Halite II 2017 Artificial Intelligence Competition p.6
sentdex 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
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
Intro to Elixir (Adding Authentication to GraphQL)
ML Fundamentals
Intro to Elixir (Adding Authentication to GraphQL)
Tensor Programming Beginner 8y ago
Intro to Elixir (Building a GraphQL Api in Phoenix 1.3 Part 2)
ML Fundamentals
Intro to Elixir (Building a GraphQL Api in Phoenix 1.3 Part 2)
Tensor Programming Beginner 8y ago
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Grow Trees & Powerful Ensembles
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Grow Trees & Powerful Ensembles
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Industrial Applications of AI
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Industrial Applications of AI
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Computer Vision Fundamentals with Google Cloud
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Computer Vision Fundamentals with Google Cloud
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Python per la Data Science
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Python per la Data Science
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STAR-CCM+: Fluid Flow & Thermal Simulation
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STAR-CCM+: Fluid Flow & Thermal Simulation
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Fundamentals of Machine Learning for Healthcare
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Fundamentals of Machine Learning for Healthcare
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