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
What are the Prerequisites To Learn Data Science
ML Fundamentals
What are the Prerequisites To Learn Data Science
Krish Naik Beginner 6y ago
Construire un classifieur d'images (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Construire un classifieur d'images (Coding TensorFlow en français)
TensorFlow Intermediate 6y ago
Introduction aux réseaux neuronaux convolutionnel (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Introduction aux réseaux neuronaux convolutionnel (Coding TensorFlow en français)
TensorFlow Beginner 6y ago
Top 5 Technology To Learn in 2020
ML Fundamentals
Top 5 Technology To Learn in 2020
Krish Naik Beginner 6y ago
The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318
ML Fundamentals ⚡ AI Lesson
The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Gradient Descent - THE MATH YOU SHOULD KNOW
ML Fundamentals ⚡ AI Lesson
Gradient Descent - THE MATH YOU SHOULD KNOW
CodeEmporium Advanced 6y ago
Machine Learning Tutorial Python - 15:  Naive Bayes Classifier Algorithm Part 2
ML Fundamentals
Machine Learning Tutorial Python - 15: Naive Bayes Classifier Algorithm Part 2
codebasics Beginner 6y ago
Elon Musk: Brain Computer Interfaces - Machine Learning and Neuroplasticity
ML Fundamentals
Elon Musk: Brain Computer Interfaces - Machine Learning and Neuroplasticity
Lex Fridman Beginner 6y ago
Spiking Neural Networks: A Primer with Dr. Terrence Sejnowski - #317
ML Fundamentals ⚡ AI Lesson
Spiking Neural Networks: A Primer with Dr. Terrence Sejnowski - #317
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
TWed Talk: Jim McCusker, "OWL at the Crossroads Set Theory, Graph Theory, Logic, and Computability"
ML Fundamentals
TWed Talk: Jim McCusker, "OWL at the Crossroads Set Theory, Graph Theory, Logic, and Computability"
Tetherless World 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
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
Dart Static Extension Methods - Dart 2.6
ML Fundamentals ⚡ AI Lesson
Dart Static Extension Methods - Dart 2.6
Tensor Programming Beginner 6y ago
t-SNE with RAPIDS (600x Speedup)
ML Fundamentals ⚡ AI Lesson
t-SNE with RAPIDS (600x Speedup)
Connor Shorten Intermediate 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
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Vision par Ordinateur à l’aide de l’Apprentissage Automatique (Coding TensorFlow en français)
TensorFlow Intermediate 6y ago
Introduction à l'apprentissage automatique (Coding TensorFlow en français)
ML Fundamentals ⚡ AI Lesson
Introduction à l'apprentissage automatique (Coding TensorFlow en français)
TensorFlow Beginner 6y ago
Apply Data Science Technique In Your Domain
ML Fundamentals
Apply Data Science Technique In Your Domain
Krish Naik Intermediate 6y ago
What Are Data Products?
ML Fundamentals
What Are Data Products?
Krish Naik Intermediate 6y ago
Inside TensorFlow: MLIR for TF developers
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: MLIR for TF developers
TensorFlow Intermediate 6y ago
Introdução às redes neurais convolucionais (ML de Zero a 100, parte 3)
ML Fundamentals ⚡ AI Lesson
Introdução às redes neurais convolucionais (ML de Zero a 100, parte 3)
TensorFlow Beginner 6y ago
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
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
How To Become Freelancer Data Scientist
ML Fundamentals
How To Become Freelancer Data Scientist
Krish Naik Intermediate 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
My Experience In Service Based and Product Based Company
ML Fundamentals
My Experience In Service Based and Product Based Company
Krish Naik Intermediate 6y ago
What Can We Do After Engineering? Career Guidance(MBA or MTech or Masters or UPSC)
ML Fundamentals
What Can We Do After Engineering? Career Guidance(MBA or MTech or Masters or UPSC)
Krish Naik Intermediate 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
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
Inside TensorFlow: AutoGraph
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: AutoGraph
TensorFlow Intermediate 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
Standardization Vs Normalization- Feature Scaling
ML Fundamentals
Standardization Vs Normalization- Feature Scaling
Krish Naik Intermediate 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
PyTorch in Robotics - Yisong Yue, Caltech
ML Fundamentals ⚡ AI Lesson
PyTorch in Robotics - Yisong Yue, Caltech
PyTorch Intermediate 6y ago
Linear Algebra in PyTorch - Vishwak Srinivasan, CMU
ML Fundamentals
Linear Algebra in PyTorch - Vishwak Srinivasan, CMU
PyTorch Beginner 6y ago
Apex -  Michael Carilli, NVIDIA
ML Fundamentals ⚡ AI Lesson
Apex - Michael Carilli, NVIDIA
PyTorch Advanced 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
PyTorch Developer Conference Keynote - Mike Schroepfer
ML Fundamentals
PyTorch Developer Conference Keynote - Mike Schroepfer
PyTorch Advanced 6y ago
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Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
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Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
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Graduate Admission Prediction with Pyspark ML
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Graduate Admission Prediction with Pyspark ML
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Machine Learning Operations (MLOps) with Vertex AI: Manage Features
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Machine Learning Operations (MLOps) with Vertex AI: Manage Features
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Microsoft Azure Machine Learning
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Microsoft Azure Machine Learning
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AI Engineer Explorer Course
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AI Engineer Explorer Course
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Responsible Innovation and Trustworthy AI
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Responsible Innovation and Trustworthy AI
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