Foundations

ML Fundamentals

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

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lessons
Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1
ML Fundamentals
Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1
sentdex Beginner 9y ago
Outtakes #5: Crash Course Philosophy
ML Fundamentals
Outtakes #5: Crash Course Philosophy
CrashCourse Beginner 9y ago
MIT 6.S094: Deep Learning for Human-Centered Semi-Autonomous Vehicles
ML Fundamentals
MIT 6.S094: Deep Learning for Human-Centered Semi-Autonomous Vehicles
Lex Fridman Beginner 9y ago
Designing a 7-segment hex decoder
ML Fundamentals
Designing a 7-segment hex decoder
Ben Eater Beginner 9y ago
Optical Instruments: Crash Course Physics #41
ML Fundamentals
Optical Instruments: Crash Course Physics #41
CrashCourse Beginner 9y ago
[MINI] Primer on Deep Learning
ML Fundamentals
[MINI] Primer on Deep Learning
Data Skeptic Beginner 9y ago
Running the Network - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.6
ML Fundamentals
Running the Network - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.6
sentdex Beginner 9y ago
How to Do Mathematics Easily - Intro to Deep Learning #4
ML Fundamentals
How to Do Mathematics Easily - Intro to Deep Learning #4
Siraj Raval Beginner 9y ago
MIT 6.S094: Recurrent Neural Networks for Steering Through Time
ML Fundamentals
MIT 6.S094: Recurrent Neural Networks for Steering Through Time
Lex Fridman Beginner 9y ago
Python Pandas Tutorial 2: Dataframe Basics
ML Fundamentals
Python Pandas Tutorial 2: Dataframe Basics
codebasics Beginner 9y ago
Fractals are typically not self-similar
ML Fundamentals
Fractals are typically not self-similar
3Blue1Brown Beginner 9y ago
How to Make a Neural Network - Intro to Deep Learning #2
ML Fundamentals
How to Make a Neural Network - Intro to Deep Learning #2
Siraj Raval Beginner 9y ago
Deep Learning Program Hallucinates Videos | Two Minute Papers #120
ML Fundamentals
Deep Learning Program Hallucinates Videos | Two Minute Papers #120
Two Minute Papers Beginner 9y ago
What is Anaconda? Install Anaconda On Windows.
ML Fundamentals
What is Anaconda? Install Anaconda On Windows.
codebasics Beginner 9y ago
Tattoos on Math
ML Fundamentals
Tattoos on Math
3Blue1Brown Beginner 9y ago
The Absurdity of Detecting Gravitational Waves
ML Fundamentals
The Absurdity of Detecting Gravitational Waves
Veritasium Beginner 9y ago
Image Synthesis From Text With Deep Learning | Two Minute Papers #116
ML Fundamentals
Image Synthesis From Text With Deep Learning | Two Minute Papers #116
Two Minute Papers Beginner 9y ago
Videogame Legends - Computerphile
ML Fundamentals
Videogame Legends - Computerphile
Computerphile Beginner 9y ago
Game Physics (in Assembler) - Computerphile
ML Fundamentals
Game Physics (in Assembler) - Computerphile
Computerphile Beginner 9y ago
What Is a Good Life?: Crash Course Philosophy #46
ML Fundamentals
What Is a Good Life?: Crash Course Philosophy #46
CrashCourse Beginner 9y ago
Preprocessing data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.5
ML Fundamentals
Preprocessing data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.5
sentdex Beginner 9y ago
Resizing Data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.4
ML Fundamentals
Resizing Data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.4
sentdex Beginner 9y ago
Visualizing - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.3
ML Fundamentals
Visualizing - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.3
sentdex Beginner 9y ago
Reading Files - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.2
ML Fundamentals
Reading Files - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.2
sentdex Beginner 9y ago
Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1
ML Fundamentals
Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1
sentdex Beginner 9y ago
Light Is Waves: Crash Course Physics #39
ML Fundamentals
Light Is Waves: Crash Course Physics #39
CrashCourse Beginner 9y ago
MIT 6.S094: Convolutional Neural Networks for End-to-End Learning of the Driving Task
ML Fundamentals
MIT 6.S094: Convolutional Neural Networks for End-to-End Learning of the Driving Task
Lex Fridman Beginner 9y ago
Machine learning - Python Programming for Finance p. 12
ML Fundamentals
Machine learning - Python Programming for Finance p. 12
sentdex Beginner 9y ago
Creating labels for Machine Learning - Python Programming for Finance p. 11
ML Fundamentals
Creating labels for Machine Learning - Python Programming for Finance p. 11
sentdex Beginner 9y ago
Creating machine learning target function - Python Programming for Finance p. 10
ML Fundamentals
Creating machine learning target function - Python Programming for Finance p. 10
sentdex Beginner 9y ago
Preprocessing data for Machine Learning - Python Programming for Finance p. 9
ML Fundamentals
Preprocessing data for Machine Learning - Python Programming for Finance p. 9
sentdex Beginner 9y ago
MIT 6.S094: Deep Reinforcement Learning for Motion Planning
ML Fundamentals
MIT 6.S094: Deep Reinforcement Learning for Motion Planning
Lex Fridman Beginner 9y ago
Geometric Optics: Crash Course Physics #38
ML Fundamentals
Geometric Optics: Crash Course Physics #38
CrashCourse Beginner 9y ago
Linear Regression Machine Learning (tutorial)
ML Fundamentals
Linear Regression Machine Learning (tutorial)
Siraj Raval Beginner 9y ago
Intro and Getting Stock Price Data - Python Programming for Finance p.1
ML Fundamentals
Intro and Getting Stock Price Data - Python Programming for Finance p.1
sentdex Beginner 9y ago
Non-Human Animals: Crash Course Philosophy #42
ML Fundamentals
Non-Human Animals: Crash Course Philosophy #42
CrashCourse Beginner 9y ago
MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars
ML Fundamentals
MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars
Lex Fridman Beginner 9y ago
Discrimination: Crash Course Philosophy #41
ML Fundamentals
Discrimination: Crash Course Philosophy #41
CrashCourse Beginner 9y ago
Outtakes #4: Crash Course Philosophy
ML Fundamentals
Outtakes #4: Crash Course Philosophy
CrashCourse Beginner 9y ago
How Power Gets to Your Home: Crash Course Physics #35
ML Fundamentals
How Power Gets to Your Home: Crash Course Physics #35
CrashCourse Beginner 9y ago
What Is Justice?: Crash Course Philosophy #40
ML Fundamentals
What Is Justice?: Crash Course Philosophy #40
CrashCourse Beginner 9y ago
Induction - An Introduction: Crash Course Physics #34
ML Fundamentals
Induction - An Introduction: Crash Course Physics #34
CrashCourse Beginner 9y ago
Moral Luck: Crash Course Philosophy #39
ML Fundamentals
Moral Luck: Crash Course Philosophy #39
CrashCourse Beginner 9y ago
Installing CPU and GPU TensorFlow on Windows
ML Fundamentals
Installing CPU and GPU TensorFlow on Windows
sentdex Beginner 9y ago
Aristotle & Virtue Theory: Crash Course Philosophy #38
ML Fundamentals
Aristotle & Virtue Theory: Crash Course Philosophy #38
CrashCourse Beginner 9y ago
What is code?
ML Fundamentals
What is code?
codebasics Beginner 9y ago
Magnetism: Crash Course Physics #32
ML Fundamentals
Magnetism: Crash Course Physics #32
CrashCourse Beginner 9y ago
Functional Programming & Haskell - Computerphile
ML Fundamentals
Functional Programming & Haskell - Computerphile
Computerphile Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Fundamentals of AWS AI and ML Solutions
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Fundamentals of AWS AI and ML Solutions
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Genomic Data Science and Clustering (Bioinformatics V)
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Genomic Data Science and Clustering (Bioinformatics V)
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Object Localization with TensorFlow
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Object Localization with TensorFlow
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State Estimation and Localization for Self-Driving Cars
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State Estimation and Localization for Self-Driving Cars
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Deep Learning
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Deep Learning
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Data Science Challenge
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Data Science Challenge
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