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
Jetson Nano review and Object Detection ft. TensorRT
ML Fundamentals
Jetson Nano review and Object Detection ft. TensorRT
sentdex Beginner 6y ago
Image to LaTeX - Applied Deep Learning Fellowship (2019)
ML Fundamentals ⚡ AI Lesson
Image to LaTeX - Applied Deep Learning Fellowship (2019)
Weights & Biases Beginner 6y ago
How do TFX pipelines work? (TensorFlow Extended)
ML Fundamentals ⚡ AI Lesson
How do TFX pipelines work? (TensorFlow Extended)
TensorFlow Beginner 6y ago
Stack vs Concat in PyTorch, TensorFlow & NumPy - Deep Learning Tensor Ops
ML Fundamentals ⚡ AI Lesson
Stack vs Concat in PyTorch, TensorFlow & NumPy - Deep Learning Tensor Ops
deeplizard Beginner 6y ago
Tutorial 3-Activation Functions Part-1
ML Fundamentals
Tutorial 3-Activation Functions Part-1
Krish Naik Beginner 6y ago
Tutorial 2- How does Neural Network Work
ML Fundamentals
Tutorial 2- How does Neural Network Work
Krish Naik Beginner 6y ago
Applied Deep Learning Fellowship Overview and Project Selection with Josh Tobin (2019)
ML Fundamentals
Applied Deep Learning Fellowship Overview and Project Selection with Josh Tobin (2019)
Weights & Biases Beginner 6y ago
Inspiring New Machine Learning Platforms w/ Bioelectric Computation with Michael Levin - TWiML...
ML Fundamentals ⚡ AI Lesson
Inspiring New Machine Learning Platforms w/ Bioelectric Computation with Michael Levin - TWiML...
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Catastrophic Forgetting
ML Fundamentals ⚡ AI Lesson
Catastrophic Forgetting
Data Skeptic Beginner 6y ago
Learn Computer Vision
ML Fundamentals
Learn Computer Vision
Siraj Raval Beginner 6y ago
Fake Voice Text to Speech Deep Learning ft. Elon Musk, Trump, Obama, and Joe Rogan
ML Fundamentals
Fake Voice Text to Speech Deep Learning ft. Elon Musk, Trump, Obama, and Joe Rogan
sentdex Beginner 6y ago
What exactly is this TFX thing? (TensorFlow Extended)
ML Fundamentals ⚡ AI Lesson
What exactly is this TFX thing? (TensorFlow Extended)
TensorFlow Beginner 6y ago
Image Data Augmentation for Deep Learning
ML Fundamentals ⚡ AI Lesson
Image Data Augmentation for Deep Learning
Connor Shorten Beginner 6y ago
Build Deep Q-Network - Reinforcement Learning Code Project
ML Fundamentals ⚡ AI Lesson
Build Deep Q-Network - Reinforcement Learning Code Project
deeplizard Beginner 6y ago
Kara - Gies College of Business iMBA Graduate
ML Fundamentals
Kara - Gies College of Business iMBA Graduate
Coursera Beginner 6y ago
Fernando 1b 1
ML Fundamentals
Fernando 1b 1
Coursera Beginner 6y ago
The Path to Machine Learning & AI
ML Fundamentals
The Path to Machine Learning & AI
The New Stack Beginner 6y ago
Tracking CO2 Emissions with Machine Learning with Laurence Watson - TWIML Talk #277
ML Fundamentals ⚡ AI Lesson
Tracking CO2 Emissions with Machine Learning with Laurence Watson - TWIML Talk #277
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
50k Subscribers and Channel Update!
ML Fundamentals
50k Subscribers and Channel Update!
codebasics Beginner 6y ago
How I Got My First Data Science Internship (And How You Can Land One)
ML Fundamentals ⚡ AI Lesson
How I Got My First Data Science Internship (And How You Can Land One)
Ken Jee Beginner 6y ago
Deep Learning Podcast #2 | Edward Peake | Deep Learning in Medical Imaging
ML Fundamentals
Deep Learning Podcast #2 | Edward Peake | Deep Learning in Medical Imaging
Connor Shorten Beginner 6y ago
I'm at ICML19 :)
ML Fundamentals
I'm at ICML19 :)
Yannic Kilcher Beginner 6y ago
Kubernetes, Machine Learning, and Maple Syrup
ML Fundamentals
Kubernetes, Machine Learning, and Maple Syrup
The New Stack Beginner 6y ago
La IA que dio VIDA a la Mona Lisa - Living Portraits
ML Fundamentals
La IA que dio VIDA a la Mona Lisa - Living Portraits
Dot CSV Beginner 6y ago
TensorFlow 1 vs TensorFlow 2: Is the new TF better?
ML Fundamentals
TensorFlow 1 vs TensorFlow 2: Is the new TF better?
365 Data Science Beginner 6y ago
Tutorial 1- Introduction to Neural Network and Deep Learning
ML Fundamentals
Tutorial 1- Introduction to Neural Network and Deep Learning
Krish Naik Beginner 6y ago
TensorBoard with PyTorch - Visualize Deep Learning Metrics
ML Fundamentals ⚡ AI Lesson
TensorBoard with PyTorch - Visualize Deep Learning Metrics
deeplizard Beginner 6y ago
CNN Confusion Matrix with PyTorch - Neural Network Programming
ML Fundamentals ⚡ AI Lesson
CNN Confusion Matrix with PyTorch - Neural Network Programming
deeplizard Beginner 6y ago
My Biggest Challenge With Programming (Q&A #11)
ML Fundamentals
My Biggest Challenge With Programming (Q&A #11)
sentdex Beginner 6y ago
Tutorial 46-Handling imbalanced Dataset using python- Part 2
ML Fundamentals
Tutorial 46-Handling imbalanced Dataset using python- Part 2
Krish Naik Beginner 6y ago
Tutorial 45-Handling imbalanced Dataset  using python- Part 1
ML Fundamentals
Tutorial 45-Handling imbalanced Dataset using python- Part 1
Krish Naik Beginner 6y ago
Elon Musk TTS Neural Network...a work in progress.
ML Fundamentals
Elon Musk TTS Neural Network...a work in progress.
sentdex Beginner 6y ago
Deep Q-Network Code Project Intro - Reinforcement Learning
ML Fundamentals ⚡ AI Lesson
Deep Q-Network Code Project Intro - Reinforcement Learning
deeplizard Beginner 6y ago
Random Forest(Bootstrap Aggregation) Easily Explained
ML Fundamentals
Random Forest(Bootstrap Aggregation) Easily Explained
Krish Naik Beginner 6y ago
Nagraj 1a
ML Fundamentals
Nagraj 1a
Coursera Beginner 6y ago
Deep Q Learning w/ DQN - Reinforcement Learning p.5
ML Fundamentals
Deep Q Learning w/ DQN - Reinforcement Learning p.5
sentdex Beginner 6y ago
K Nearest Neighbour Easily Explained with Implementation
ML Fundamentals
K Nearest Neighbour Easily Explained with Implementation
Krish Naik Beginner 6y ago
Handling Missing Data Easily Explained| Machine Learning
ML Fundamentals
Handling Missing Data Easily Explained| Machine Learning
Krish Naik Beginner 6y ago
TensorFlow 2.0: An Overview #AskTensorFlow
ML Fundamentals ⚡ AI Lesson
TensorFlow 2.0: An Overview #AskTensorFlow
TensorFlow Beginner 6y ago
Arun Subramaniyan discusses probabilistic modeling (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Arun Subramaniyan discusses probabilistic modeling (TensorFlow Meets)
TensorFlow Beginner 6y ago
Cross Validation using sklearn and python | Machine Learning
ML Fundamentals
Cross Validation using sklearn and python | Machine Learning
Krish Naik Beginner 6y ago
Tutorial 29-R square and Adjusted R square Clearly Explained| Machine Learning
ML Fundamentals
Tutorial 29-R square and Adjusted R square Clearly Explained| Machine Learning
Krish Naik Beginner 6y ago
Skin Cancer Classification with Deep Learning
ML Fundamentals ⚡ AI Lesson
Skin Cancer Classification with Deep Learning
Connor Shorten Beginner 6y ago
Feature Selection Techniques Easily Explained | Machine Learning
ML Fundamentals
Feature Selection Techniques Easily Explained | Machine Learning
Krish Naik Beginner 6y ago
Curse of Dimensionality Easily explained| Machine Learning
ML Fundamentals
Curse of Dimensionality Easily explained| Machine Learning
Krish Naik Beginner 6y ago
Working with TensorFlow Datasets (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Working with TensorFlow Datasets (TensorFlow Meets)
TensorFlow Beginner 6y ago
Scaling Model Training with Kubernetes at Stripe with Kelley Rivoire - TWIML Talk #272
ML Fundamentals ⚡ AI Lesson
Scaling Model Training with Kubernetes at Stripe with Kelley Rivoire - TWIML Talk #272
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
DBSCAN Clustering Easily Explained with Implementation
ML Fundamentals
DBSCAN Clustering Easily Explained with Implementation
Krish Naik Beginner 6y ago
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Foundations of No-Code AI for Real-World Applications
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Foundations of No-Code AI for Real-World Applications
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Foundations of Data Science and Machine Learning with Python
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Foundations of Data Science and Machine Learning with Python
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Become AI-Ready: Deep Learning Fundamentals
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Become AI-Ready: Deep Learning Fundamentals
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Face Recognition with Keras: Detect & Classify
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Face Recognition with Keras: Detect & Classify
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Deep learning in Electronic Health Records - CDSS 2
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Deep learning in Electronic Health Records - CDSS 2
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Secure AI Systems Across Lifecycle Stages
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Secure AI Systems Across Lifecycle Stages
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