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
Evolutionary Computation
ML Fundamentals ⚡ AI Lesson
Evolutionary Computation
Data Skeptic 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
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
Steemit keys and account permissions
ML Fundamentals ⚡ AI Lesson
Steemit keys and account permissions
deeplizard 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
MIT Self-Driving Cars (2018)
ML Fundamentals ⚡ AI Lesson
MIT Self-Driving Cars (2018)
Lex Fridman Beginner 8y ago
CS@ILLINOIS' Online Master's of Computer Science - Data Science [Admissions Webinar]
ML Fundamentals
CS@ILLINOIS' Online Master's of Computer Science - Data Science [Admissions Webinar]
Coursera Intermediate 8y ago
Separating Vocals in Recorded Music at Spotify with Eric Humphrey - #98
ML Fundamentals ⚡ AI Lesson
Separating Vocals in Recorded Music at Spotify with Eric Humphrey - #98
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Aliens: Crash Course Film Criticism #2
ML Fundamentals
Aliens: Crash Course Film Criticism #2
CrashCourse Beginner 8y ago
Accelerating Deep Learning with Mixed Precision Arithmetic, w/ Greg Diamos - #97
ML Fundamentals ⚡ AI Lesson
Accelerating Deep Learning with Mixed Precision Arithmetic, w/ Greg Diamos - #97
The TWIML AI Podcast with Sam Charrington Advanced 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
StatQuest: PCA in Python
ML Fundamentals ⚡ AI Lesson
StatQuest: PCA in Python
StatQuest with Josh Starmer Beginner 8y ago
Making a computer Turing complete
ML Fundamentals
Making a computer Turing complete
Ben Eater Intermediate 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
Minimum order size | Coinbase Pro - GDAX
ML Fundamentals ⚡ AI Lesson
Minimum order size | Coinbase Pro - GDAX
deeplizard Beginner 8y ago
Elm front-end for Rust API (Part 2)
ML Fundamentals
Elm front-end for Rust API (Part 2)
Tensor Programming Intermediate 8y ago
Elm front-end for Rust API (Part 1)
ML Fundamentals ⚡ AI Lesson
Elm front-end for Rust API (Part 1)
Tensor Programming Intermediate 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
Building an API in Rust (part 2)
ML Fundamentals
Building an API in Rust (part 2)
Tensor Programming Intermediate 8y ago
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
ML Fundamentals ⚡ AI Lesson
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
The TWIML AI Podcast with Sam Charrington Intermediate 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
Training Data - Halite II 2017 Artificial Intelligence Competition p.5
ML Fundamentals
Training Data - Halite II 2017 Artificial Intelligence Competition p.5
sentdex Beginner 8y ago
Phoenix Framework 1.3 (Building a GraphQL API in Phoenix)
ML Fundamentals
Phoenix Framework 1.3 (Building a GraphQL API in Phoenix)
Tensor Programming Beginner 8y ago
Deep Learning - Halite II 2017 Artificial Intelligence Competition p.4
ML Fundamentals ⚡ AI Lesson
Deep Learning - Halite II 2017 Artificial Intelligence Competition p.4
sentdex Beginner 8y ago
A Quantum Computing Primer and Implications for AI with Davide Venturelli - #93
ML Fundamentals
A Quantum Computing Primer and Implications for AI with Davide Venturelli - #93
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Phoenix Framework 1.3 (Playing with Ecto Schemas and Phoenix Contexts)
ML Fundamentals
Phoenix Framework 1.3 (Playing with Ecto Schemas and Phoenix Contexts)
Tensor Programming Intermediate 8y ago
Phoenix Framework 1.3 (Building a Chat App)
ML Fundamentals
Phoenix Framework 1.3 (Building a Chat App)
Tensor Programming Intermediate 8y ago
Intro to Rust (Crawling Links with a Web Crawler)
ML Fundamentals
Intro to Rust (Crawling Links with a Web Crawler)
Tensor Programming Beginner 8y ago
Intro to Rust (Building a Browser Engine: Finishing things up)
ML Fundamentals
Intro to Rust (Building a Browser Engine: Finishing things up)
Tensor Programming Beginner 8y ago
Intro to Rust (Building a Browser Engine: Commands and Rendering in OpenGL)
ML Fundamentals
Intro to Rust (Building a Browser Engine: Commands and Rendering in OpenGL)
Tensor Programming Beginner 8y ago
Intro to Rust-lang (Building a Browser Engine: Boxes and the Layout Tree)
ML Fundamentals
Intro to Rust-lang (Building a Browser Engine: Boxes and the Layout Tree)
Tensor Programming Beginner 8y ago
Intro to Rust-lang (Adding a Style Tree to our Browser)
ML Fundamentals
Intro to Rust-lang (Adding a Style Tree to our Browser)
Tensor Programming Beginner 8y ago
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