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
Visão computacional básica com Machine Learning (ML de Zero a 100, parte 2)
ML Fundamentals ⚡ AI Lesson
Visão computacional básica com Machine Learning (ML de Zero a 100, parte 2)
TensorFlow Beginner 6y ago
Introdução ao Machine Learning (ML de Zero a 100, parte 1)
ML Fundamentals ⚡ AI Lesson
Introdução ao Machine Learning (ML de Zero a 100, parte 1)
TensorFlow Beginner 6y ago
How do I encode categorical features using scikit-learn?
ML Fundamentals ⚡ AI Lesson
How do I encode categorical features using scikit-learn?
Data School Beginner 6y ago
Cryptography: Hill Cipher Python
ML Fundamentals
Cryptography: Hill Cipher Python
Aladdin Persson Beginner 6y ago
Quotes #5 on Big Data and Data Science
ML Fundamentals
Quotes #5 on Big Data and Data Science
Data Professor Beginner 6y ago
Tutorial 24- Max Pooling Layer In CNN
ML Fundamentals
Tutorial 24- Max Pooling Layer In CNN
Krish Naik Beginner 6y ago
Tutorial 23- Operation Of CNN(CNN vs ANN)
ML Fundamentals
Tutorial 23- Operation Of CNN(CNN vs ANN)
Krish Naik Beginner 6y ago
Cryptography: Vigenere Cipher Python
ML Fundamentals
Cryptography: Vigenere Cipher Python
Aladdin Persson Beginner 6y ago
Let's make an AI that destroys video games: Crash Course AI #13
ML Fundamentals
Let's make an AI that destroys video games: Crash Course AI #13
CrashCourse Beginner 6y ago
What Does it Mean for a Machine to "Understand"? with Thomas Dietterich - #315
ML Fundamentals ⚡ AI Lesson
What Does it Mean for a Machine to "Understand"? with Thomas Dietterich - #315
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Dart Static Extension Methods - Dart 2.6
ML Fundamentals ⚡ AI Lesson
Dart Static Extension Methods - Dart 2.6
Tensor Programming Beginner 6y ago
PyTorch at Dolby Labs - Vivek Kumar, Dolby Labs
ML Fundamentals ⚡ AI Lesson
PyTorch at Dolby Labs - Vivek Kumar, Dolby Labs
PyTorch Beginner 6y ago
PyTorch at Microsoft - Saurabh Tiwary, Microsoft
ML Fundamentals
PyTorch at Microsoft - Saurabh Tiwary, Microsoft
PyTorch Beginner 6y ago
Quotes #4 on Big Data and Data Science
ML Fundamentals
Quotes #4 on Big Data and Data Science
Data Professor Beginner 6y ago
Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
ML Fundamentals ⚡ AI Lesson
Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
AI Playing Games: Crash Course AI #12
ML Fundamentals
AI Playing Games: Crash Course AI #12
CrashCourse Beginner 6y ago
Expressions versus statements? The future of functional programming (with Steve Krouse)
ML Fundamentals
Expressions versus statements? The future of functional programming (with Steve Krouse)
Fun Fun Function Beginner 6y ago
RAPIDS Feature Engineering for the NFL Data Bowl
ML Fundamentals ⚡ AI Lesson
RAPIDS Feature Engineering for the NFL Data Bowl
Connor Shorten Beginner 6y ago
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
ML Fundamentals
Programming Blinkstick LED hardware using Javascript (featuring Suz "noopkat" Hinton)
Fun Fun Function Beginner 6y ago
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
ML Fundamentals
TOP 10 CRAZY MARVEL VFX TECHNIQUES!
Black Mixture Beginner 6y ago
Construa um classificador de imagens (ML de Zero a 100, parte 4)
ML Fundamentals ⚡ AI Lesson
Construa um classificador de imagens (ML de Zero a 100, parte 4)
TensorFlow Beginner 6y ago
Jeff Dean discusses the future of machine learning at TF World ‘19 (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Jeff Dean discusses the future of machine learning at TF World ‘19 (TensorFlow Meets)
TensorFlow Beginner 6y ago
Reverse Engineering -An Efficient Way To Learn Machine Learning
ML Fundamentals
Reverse Engineering -An Efficient Way To Learn Machine Learning
Krish Naik Beginner 6y ago
Cryptography: Caesar Cipher Python
ML Fundamentals
Cryptography: Caesar Cipher Python
Aladdin Persson Beginner 6y ago
Machine Learning Researcher Vs Data Scientist
ML Fundamentals
Machine Learning Researcher Vs Data Scientist
Krish Naik Beginner 6y ago
PyTorch at Uber - Sidney Zhang, Uber
ML Fundamentals
PyTorch at Uber - Sidney Zhang, Uber
PyTorch Beginner 6y ago
Privacy Preserving AI - Andrew Trask, OpenMined
ML Fundamentals ⚡ AI Lesson
Privacy Preserving AI - Andrew Trask, OpenMined
PyTorch Beginner 6y ago
Linear Algebra in PyTorch - Vishwak Srinivasan, CMU
ML Fundamentals
Linear Algebra in PyTorch - Vishwak Srinivasan, CMU
PyTorch Beginner 6y ago
PyTorch Front-End Features: Named Tensors and Type Promotion - Gregory Chanan
ML Fundamentals ⚡ AI Lesson
PyTorch Front-End Features: Named Tensors and Type Promotion - Gregory Chanan
PyTorch Beginner 6y ago
Business Analyst Vs Data Analyst
ML Fundamentals
Business Analyst Vs Data Analyst
Krish Naik Beginner 6y ago
Quotes #3 on Big Data and Data Science
ML Fundamentals
Quotes #3 on Big Data and Data Science
Data Professor Beginner 6y ago
Skillset Data Scientist, Data Engineer and Domain Expertise Should Be Strong At
ML Fundamentals
Skillset Data Scientist, Data Engineer and Domain Expertise Should Be Strong At
Krish Naik Beginner 6y ago
Tutorial 19-  Python Iterables vs Iterators
ML Fundamentals
Tutorial 19- Python Iterables vs Iterators
Krish Naik Beginner 6y ago
Top 5 Programming Language To Learn in 2020
ML Fundamentals
Top 5 Programming Language To Learn in 2020
Krish Naik Beginner 6y ago
Tutorial 18- Python Advanced String Formatting
ML Fundamentals
Tutorial 18- Python Advanced String Formatting
Krish Naik Beginner 6y ago
Tutorial 17- Python List Comprehension
ML Fundamentals
Tutorial 17- Python List Comprehension
Krish Naik Beginner 6y ago
Neural structured learning in TensorFlow (TF World '19)
ML Fundamentals ⚡ AI Lesson
Neural structured learning in TensorFlow (TF World '19)
TensorFlow Beginner 6y ago
TensorFlow World 2019 | Day 2 Livestream PM
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 2 Livestream PM
TensorFlow Beginner 6y ago
TensorFlow Lite: Solution for running ML on-device (TF World '19)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite: Solution for running ML on-device (TF World '19)
TensorFlow Beginner 6y ago
Machine Learning at GitHub with Omoju Miller - #313
ML Fundamentals ⚡ AI Lesson
Machine Learning at GitHub with Omoju Miller - #313
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
TensorFlow World 2019 | Day 1 Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow World 2019 | Day 1 Livestream
TensorFlow Beginner 6y ago
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
ML Fundamentals ⚡ AI Lesson
Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)
TensorFlow Beginner 6y ago
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
ML Fundamentals ⚡ AI Lesson
Introduction to TensorFlow 2.0: Easier for beginners, and more powerful for experts (TF World '19)
TensorFlow Beginner 6y ago
Inside TensorFlow: TensorFlow Lite
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: TensorFlow Lite
TensorFlow Beginner 6y ago
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
ML Fundamentals ⚡ AI Lesson
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
ML Fundamentals ⚡ AI Lesson
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Helping doctors detect respiratory diseases using machine learning
TensorFlow Beginner 6y ago
Tutorial 16- Filter Functions In Python
ML Fundamentals
Tutorial 16- Filter Functions In Python
Krish Naik Beginner 6y ago
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Python: Implement & Evaluate Random Forests for ML
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Python: Implement & Evaluate Random Forests for ML
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AWS: Model Training , Optimization & Deployment
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AWS: Model Training , Optimization & Deployment
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Advancing Your Career in AI and Machine Learning Engineering
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