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📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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Python Tutorial : Introducing XGBoost
ML Fundamentals
Python Tutorial : Introducing XGBoost
DataCamp Beginner 6y ago
This Neural Network Learned To Look Around In Real Scenes! (NERF)
ML Fundamentals
This Neural Network Learned To Look Around In Real Scenes! (NERF)
Two Minute Papers Beginner 6y ago
Neural Networks from Scratch - P.1 Intro and Neuron Code
ML Fundamentals
Neural Networks from Scratch - P.1 Intro and Neuron Code
sentdex Beginner 6y ago
Python Tutorial: Class distribution
ML Fundamentals
Python Tutorial: Class distribution
DataCamp Beginner 6y ago
Pytorch Quick Tip: Using a Learning Rate Scheduler
ML Fundamentals
Pytorch Quick Tip: Using a Learning Rate Scheduler
Aladdin Persson Beginner 6y ago
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 6y ago
Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 6y ago
Pytorch Quick Tip: Weight Initialization
ML Fundamentals ⚡ AI Lesson
Pytorch Quick Tip: Weight Initialization
Aladdin Persson Beginner 6y ago
How to Transition Into Data Science: From Economics to Data Science
ML Fundamentals
How to Transition Into Data Science: From Economics to Data Science
365 Data Science Beginner 6y ago
Feature Engineering-How to Transform Data to Better Fit The Gaussian Distribution-Data Science
ML Fundamentals
Feature Engineering-How to Transform Data to Better Fit The Gaussian Distribution-Data Science
Krish Naik Beginner 6y ago
Data Science Demystified - An Essential Introduction
ML Fundamentals
Data Science Demystified - An Essential Introduction
What's AI by Louis-François Bouchard Beginner 6y ago
Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 2/2 [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 2/2 [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 1/2 [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 1/2 [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
Rachael Tatman — Conversational AI and Linguistics
ML Fundamentals
Rachael Tatman — Conversational AI and Linguistics
Weights & Biases Beginner 6y ago
Why use GPU with Neural Networks?
ML Fundamentals ⚡ AI Lesson
Why use GPU with Neural Networks?
CodeEmporium Beginner 6y ago
Ask a Machine Learning Engineer Anything (live) | April 2020
ML Fundamentals
Ask a Machine Learning Engineer Anything (live) | April 2020
Daniel Bourke Beginner 6y ago
What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
ML Fundamentals
What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What's AI by Louis-François Bouchard Beginner 6y ago
How to learn coding for beginners | Learn coding for free | learn coding from scratch
ML Fundamentals
How to learn coding for beginners | Learn coding for free | learn coding from scratch
codebasics Beginner 6y ago
How Do I Learn Complex Topics In Machine Learning And Deep Learning?
ML Fundamentals
How Do I Learn Complex Topics In Machine Learning And Deep Learning?
Krish Naik Beginner 6y ago
Advance your career in Data Science with the IBM Data Science Professional Certificate
ML Fundamentals
Advance your career in Data Science with the IBM Data Science Professional Certificate
Coursera Beginner 6y ago
Applications of Machine Learning to COVID-19 Research with Isaac Godfried
ML Fundamentals ⚡ AI Lesson
Applications of Machine Learning to COVID-19 Research with Isaac Godfried
Weights & Biases Beginner 6y ago
Accelerate models with TFLite Delegates (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
Accelerate models with TFLite Delegates (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Layer-wise learning for quantum neural networks (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
Layer-wise learning for quantum neural networks (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Secure and Private Deep Learning with PySyft - Democast #4
ML Fundamentals ⚡ AI Lesson
Secure and Private Deep Learning with PySyft - Democast #4
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Deep Learning Chatbot R&D
ML Fundamentals ⚡ AI Lesson
Deep Learning Chatbot R&D
sentdex Beginner 6y ago
PyTorch Tutorial 16 - How To Use The TensorBoard
ML Fundamentals
PyTorch Tutorial 16 - How To Use The TensorBoard
Patrick Loeber Beginner 6y ago
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 6y ago
Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 6y ago
Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 6y ago
Pytorch Data Augmentation using Torchvision
ML Fundamentals
Pytorch Data Augmentation using Torchvision
Aladdin Persson Beginner 6y ago
Python Tutorial : When should I use XGBoost?
ML Fundamentals ⚡ AI Lesson
Python Tutorial : When should I use XGBoost?
DataCamp Beginner 6y ago
Pytorch Transfer Learning and Fine Tuning Tutorial
ML Fundamentals
Pytorch Transfer Learning and Fine Tuning Tutorial
Aladdin Persson Beginner 6y ago
Python Tutorial: Dive into Python
ML Fundamentals
Python Tutorial: Dive into Python
DataCamp Beginner 6y ago
Python Tutorial: Data distributions and transformations
ML Fundamentals ⚡ AI Lesson
Python Tutorial: Data distributions and transformations
DataCamp Beginner 6y ago
Python Tutorial: Handling missing data
ML Fundamentals
Python Tutorial: Handling missing data
DataCamp Beginner 6y ago
Linear Regression Gradient Descent From Scratch in Python
ML Fundamentals ⚡ AI Lesson
Linear Regression Gradient Descent From Scratch in Python
Aladdin Persson Beginner 6y ago
Derivation Linear Regression with Gradient Descent
ML Fundamentals ⚡ AI Lesson
Derivation Linear Regression with Gradient Descent
Aladdin Persson Beginner 6y ago
Intro to Deep Learning -- L12 Intro to Convolutional Neural Networks (Part 1) [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- L12 Intro to Convolutional Neural Networks (Part 1) [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
ML Fundamentals
What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What's AI by Louis-François Bouchard Beginner 6y ago
R Tutorial: Parameters vs hyperparameters
ML Fundamentals
R Tutorial: Parameters vs hyperparameters
DataCamp Beginner 6y ago
Intro to Deep Learning -- L11 Common Optimization Algorithms [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- L11 Common Optimization Algorithms [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
R Tutorial: Distance metrics
ML Fundamentals ⚡ AI Lesson
R Tutorial: Distance metrics
DataCamp Beginner 6y ago
R Tutorial: Out-of-sample error measures
ML Fundamentals ⚡ AI Lesson
R Tutorial: Out-of-sample error measures
DataCamp Beginner 6y ago
R Tutorial: Welcome to the Toolbox
ML Fundamentals
R Tutorial: Welcome to the Toolbox
DataCamp Beginner 6y ago
R Tutorial: Introduction to k-means clustering
ML Fundamentals
R Tutorial: Introduction to k-means clustering
DataCamp Beginner 6y ago
TensorFlow Lite for Microcontrollers (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite for Microcontrollers (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Fairness Indicators for TensorFlow (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
Fairness Indicators for TensorFlow (TF Dev Summit '20)
TensorFlow Beginner 6y ago
TensorFlow.js (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
TensorFlow.js (TF Dev Summit '20)
TensorFlow Beginner 6y ago
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Deep Learning with PyTorch : Object Localization
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Deep Learning with PyTorch : Object Localization
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Foundations of Quantum Mechanics
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Self-paced
Foundations of Quantum Mechanics
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Computational Neuroscience
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Self-paced
Computational Neuroscience
Opens on Coursera ↗
Linear Algebra for Machine Learning and Data Science
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Self-paced
Linear Algebra for Machine Learning and Data Science
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Master Java Build Tools for ML Projects
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Self-paced
Master Java Build Tools for ML Projects
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Introduction to High-Performance and Parallel Computing
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Self-paced
Introduction to High-Performance and Parallel Computing
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