Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Make predictions with a Keras CNN Image Classifier
ML Fundamentals
Make predictions with a Keras CNN Image Classifier
deeplizard Intermediate 8y ago
Create and train a CNN Image Classifier with Keras
ML Fundamentals
Create and train a CNN Image Classifier with Keras
deeplizard Intermediate 8y ago
MIDI & Digital Music Making - Computerphile
ML Fundamentals
MIDI & Digital Music Making - Computerphile
Computerphile Intermediate 8y ago
Bitcoin, Blockchain Forks & Lightning - Computerphile
ML Fundamentals
Bitcoin, Blockchain Forks & Lightning - Computerphile
Computerphile Intermediate 8y ago
๐Ÿ๐ŸŒŸ What projects is Python ideal for?
ML Fundamentals
๐Ÿ๐ŸŒŸ What projects is Python ideal for?
Real Python Intermediate 8y ago
Building Conversational Interfaces for Financial Services with Kenneth Conroy - #61
ML Fundamentals
Building Conversational Interfaces for Financial Services with Kenneth Conroy - #61
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - #60
ML Fundamentals
Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - #60
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Generative AI for Content Creation
ML Fundamentals
Generative AI for Content Creation
Data Skeptic Intermediate 8y ago
[MINI] Long Short Term Memory
ML Fundamentals
[MINI] Long Short Term Memory
Data Skeptic Intermediate 8y ago
IMG 9877
ML Fundamentals
IMG 9877
Skip Price Intermediate 8y ago
Data-generated bird's eye view of the 2017 LA and Boston Marathons
ML Fundamentals
Data-generated bird's eye view of the 2017 LA and Boston Marathons
ritvikmath Intermediate 8y ago
Data School Live Stream
ML Fundamentals
Data School Live Stream
Data School Intermediate 8y ago
What itโ€™s like to watch a Total Solar Eclipse
ML Fundamentals
What itโ€™s like to watch a Total Solar Eclipse
Veritasium Intermediate 8y ago
Alaina Impromptu Recital
ML Fundamentals
Alaina Impromptu Recital
Skip Price Intermediate 8y ago
Adding more machine language instructions to the CPU
ML Fundamentals
Adding more machine language instructions to the CPU
Ben Eater Intermediate 8y ago
Hydrodynamic Levitation!
ML Fundamentals
Hydrodynamic Levitation!
Veritasium Intermediate 8y ago
Reprogramming CPU microcode with an Arduino
ML Fundamentals
Reprogramming CPU microcode with an Arduino
Ben Eater Intermediate 8y ago
Does Job Security Offer Lifestyle Security?  What Creates Financial Security In This Day And Age?
ML Fundamentals
Does Job Security Offer Lifestyle Security? What Creates Financial Security In This Day And Age?
Miles Beckler Intermediate 8y ago
Create confusion matrix for predictions from Keras model
ML Fundamentals
Create confusion matrix for predictions from Keras model
deeplizard Intermediate 8y ago
Fine-tune VGG16 Image Classifier with Keras | Part 1: Build
ML Fundamentals
Fine-tune VGG16 Image Classifier with Keras | Part 1: Build
deeplizard Intermediate 8y ago
1978's Raspberry Pi (MK14) - Computerphile
ML Fundamentals
1978's Raspberry Pi (MK14) - Computerphile
Computerphile Intermediate 8y ago
World's First Webcam - Computerphile
ML Fundamentals
World's First Webcam - Computerphile
Computerphile Intermediate 8y ago
Computing Limit - Computerphile
ML Fundamentals
Computing Limit - Computerphile
Computerphile Intermediate 8y ago
Wildcards - Computerphile
ML Fundamentals
Wildcards - Computerphile
Computerphile Intermediate 8y ago
Homotopy Type Theory Discussed - Computerphile
ML Fundamentals
Homotopy Type Theory Discussed - Computerphile
Computerphile Intermediate 8y ago
ML Use Cases at Think Big Analytics with Mo Patel & Laura Frรธlich - #54
ML Fundamentals
ML Use Cases at Think Big Analytics with Mo Patel & Laura Frรธlich - #54
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Programming Loops vs Recursion - Computerphile
ML Fundamentals
Programming Loops vs Recursion - Computerphile
Computerphile Intermediate 8y ago
Selfie to 3D Model - Computerphile
ML Fundamentals
Selfie to 3D Model - Computerphile
Computerphile Intermediate 8y ago
Coinbase Login Demo Using Google Authenticator (2FA)
ML Fundamentals
Coinbase Login Demo Using Google Authenticator (2FA)
deeplizard Intermediate 8y ago
Reacting to Social Media - Computerphile
ML Fundamentals
Reacting to Social Media - Computerphile
Computerphile Intermediate 8y ago
Zchain ZCash block explorer API - Application
ML Fundamentals
Zchain ZCash block explorer API - Application
deeplizard Intermediate 8y ago
Designing Software for Collaboration - Computerphile
ML Fundamentals
Designing Software for Collaboration - Computerphile
Computerphile Intermediate 8y ago
Jennifer Prendki Interview - Agile Machine Learning - TWiML Talk #46
ML Fundamentals
Jennifer Prendki Interview - Agile Machine Learning - TWiML Talk #46
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Send Litecoin to Bittrex using Jaxx and monitor confirmations with BlockCypher
ML Fundamentals
Send Litecoin to Bittrex using Jaxx and monitor confirmations with BlockCypher
deeplizard Intermediate 8y ago
2FA: Two Factor Authentication - Computerphile
ML Fundamentals
2FA: Two Factor Authentication - Computerphile
Computerphile Intermediate 8y ago
Backup and restore Jaxx wallet with passphrase
ML Fundamentals
Backup and restore Jaxx wallet with passphrase
deeplizard Intermediate 8y ago
LSTMs, Plus a Deep Learning History Lesson with Jรผrgen Schmidhuber  - #44
ML Fundamentals
LSTMs, Plus a Deep Learning History Lesson with Jรผrgen Schmidhuber - #44
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Cardiologist Level Arrhythmia Detection with CNNs
ML Fundamentals
Cardiologist Level Arrhythmia Detection with CNNs
Data Skeptic Intermediate 8y ago
Securing Stream Ciphers (HMAC) - Computerphile
ML Fundamentals
Securing Stream Ciphers (HMAC) - Computerphile
Computerphile Intermediate 8y ago
Essentials: Functional Programming's Y Combinator - Computerphile
ML Fundamentals
Essentials: Functional Programming's Y Combinator - Computerphile
Computerphile Intermediate 8y ago
Web Scale Engineering for Machine Learning with Sharath Rao - #40
ML Fundamentals
Web Scale Engineering for Machine Learning with Sharath Rao - #40
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
GNU/Linux & Video Editing - Computerphile
ML Fundamentals
GNU/Linux & Video Editing - Computerphile
Computerphile Intermediate 8y ago
Reason for ARM (Acorn Archimedes at 30) - Computerphile
ML Fundamentals
Reason for ARM (Acorn Archimedes at 30) - Computerphile
Computerphile Intermediate 8y ago
Arrays vs Linked Lists - Computerphile
ML Fundamentals
Arrays vs Linked Lists - Computerphile
Computerphile Intermediate 8y ago
iPhone at Ten - Computerphile
ML Fundamentals
iPhone at Ten - Computerphile
Computerphile Intermediate 8y ago
"Code" Books (Prof Brian Kernighan) - Computerphile
ML Fundamentals
"Code" Books (Prof Brian Kernighan) - Computerphile
Computerphile Intermediate 8y ago
TOR Hidden Services - Computerphile
ML Fundamentals
TOR Hidden Services - Computerphile
Computerphile Intermediate 8y ago
Owen's 8th grade Graduation
ML Fundamentals
Owen's 8th grade Graduation
Skip Price Intermediate 8y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Create Image Captioning Models - Deutsch
๐Ÿ“š Coursera Course โ†—
Self-paced
Create Image Captioning Models - Deutsch
Opens on Coursera โ†—
Deep Learning and Reinforcement Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Deep Learning and Reinforcement Learning
Opens on Coursera โ†—
Introduction Course to Autoencoders, VAEs, and GANs
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction Course to Autoencoders, VAEs, and GANs
Opens on Coursera โ†—
Machine Learning Pipelines with Azure ML Studio
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning Pipelines with Azure ML Studio
Opens on Coursera โ†—
Specialized Models: Time Series and Survival Analysis
๐Ÿ“š Coursera Course โ†—
Self-paced
Specialized Models: Time Series and Survival Analysis
Opens on Coursera โ†—
H2O Hydrogen Torch Starter Course
๐Ÿ“š Coursera Course โ†—
Self-paced
H2O Hydrogen Torch Starter Course
Opens on Coursera โ†—