📐 ML Fundamentals

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

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ML Fundamentals

Data Skeptic Beginner 8y ago

Trusting Machine Learning Models with LIME

ML Fundamentals

Trusting Machine Learning Models with LIME

Data Skeptic Beginner 8y ago

The First Programming Languages: Crash Course Computer Science #11

ML Fundamentals

The First Programming Languages: Crash Course Computer Science #11

CrashCourse Beginner 8y ago

Stream, FPV, and more data - Python plays GTA p.15

ML Fundamentals

Stream, FPV, and more data - Python plays GTA p.15

sentdex Beginner 8y ago

Taylor series | Chapter 11, Essence of calculus

ML Fundamentals

Taylor series | Chapter 11, Essence of calculus

3Blue1Brown Beginner 8y ago

Higher order derivatives | Chapter 10, Essence of calculus

ML Fundamentals

Higher order derivatives | Chapter 10, Essence of calculus

3Blue1Brown Beginner 8y ago

Learner story: Earning an MBA while raising a daughter

ML Fundamentals

Learner story: Earning an MBA while raising a daughter

Coursera Beginner 8y ago

How Has Learning Changed Your Life?

ML Fundamentals

How Has Learning Changed Your Life?

Coursera Beginner 8y ago

Semantic Scene Completion From One Depth Image | Two Minute Papers #147

ML Fundamentals

Semantic Scene Completion From One Depth Image | Two Minute Papers #147

Two Minute Papers Beginner 8y ago

Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14

ML Fundamentals

Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14

sentdex Beginner 8y ago

Selling AI to the Enterprise with Kathryn Hume - #20

ML Fundamentals

Selling AI to the Enterprise with Kathryn Hume - #20

The TWIML AI Podcast with Sam Charrington Beginner 8y ago

The First Movie Camera: Crash Course Film History #2

ML Fundamentals

The First Movie Camera: Crash Course Film History #2

CrashCourse Beginner 8y ago

A Intro to Clojure and Clojure Syntax

ML Fundamentals

A Intro to Clojure and Clojure Syntax

Tensor Programming Beginner 8y ago

8-bit CPU control signal overview

ML Fundamentals

8-bit CPU control signal overview

Ben Eater Beginner 8y ago

From Particle Physics to Audio AI with Scott Stephenson - #19

ML Fundamentals

From Particle Physics to Audio AI with Scott Stephenson - #19

The TWIML AI Podcast with Sam Charrington Beginner 8y ago

8-bit computer build: Connecting the bus

ML Fundamentals

8-bit computer build: Connecting the bus

Ben Eater Beginner 9y ago

How to Do Linear Regression using Gradient Descent

ML Fundamentals

How to Do Linear Regression using Gradient Descent

Siraj Raval Beginner 9y ago

ML Fundamentals

Data Skeptic Beginner 8y ago

[MINI] Calculating Feature Importance

ML Fundamentals

[MINI] Calculating Feature Importance

Data Skeptic Beginner 8y ago

Data Science at eHarmony

ML Fundamentals

Data Science at eHarmony

Data Skeptic Beginner 8y ago

Stealing Models from the Cloud

ML Fundamentals

Stealing Models from the Cloud

Data Skeptic Beginner 8y ago

Predictive Models on Random Data

ML Fundamentals

Predictive Models on Random Data

Data Skeptic Beginner 8y ago

ML Fundamentals

Data Skeptic Beginner 8y ago

What does area have to do with slope? | Chapter 9, Essence of calculus

ML Fundamentals

What does area have to do with slope? | Chapter 9, Essence of calculus

3Blue1Brown Beginner 8y ago

Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus

ML Fundamentals

Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus

3Blue1Brown Beginner 8y ago

Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus

ML Fundamentals

Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus

3Blue1Brown Beginner 8y ago

Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus

ML Fundamentals

Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus

3Blue1Brown Beginner 8y ago

What's so special about Euler's number e? | Chapter 5, Essence of calculus

ML Fundamentals

What's so special about Euler's number e? | Chapter 5, Essence of calculus

3Blue1Brown Beginner 8y ago

Visualizing the chain rule and product rule | Chapter 4, Essence of calculus

ML Fundamentals

Visualizing the chain rule and product rule | Chapter 4, Essence of calculus

3Blue1Brown Beginner 8y ago

Derivative formulas through geometry | Chapter 3, Essence of calculus

ML Fundamentals

Derivative formulas through geometry | Chapter 3, Essence of calculus

3Blue1Brown Beginner 8y ago

The paradox of the derivative | Chapter 2, Essence of calculus

ML Fundamentals

The paradox of the derivative | Chapter 2, Essence of calculus

3Blue1Brown Beginner 8y ago

The essence of calculus

ML Fundamentals

The essence of calculus

3Blue1Brown Beginner 8y ago

Crash Course Computer Science Outtakes

ML Fundamentals

Crash Course Computer Science Outtakes

CrashCourse Beginner 8y ago

A more interesting self-driving neural network model - Python plays GTA p.13

ML Fundamentals

A more interesting self-driving neural network model - Python plays GTA p.13

sentdex Beginner 8y ago

Testing self driving neural network model - Python plays GTA p.12

ML Fundamentals

Testing self driving neural network model - Python plays GTA p.12

sentdex Beginner 8y ago

Training convolutional neural network for self-driving - Python plays GTA p.11

ML Fundamentals

Training convolutional neural network for self-driving - Python plays GTA p.11

sentdex Beginner 8y ago

Balancing self-driving training data - Python plays GTA p.10

ML Fundamentals

Balancing self-driving training data - Python plays GTA p.10

sentdex Beginner 8y ago

Neural Network Training Data for self-driving - Python plays GTA p.9

ML Fundamentals

Neural Network Training Data for self-driving - Python plays GTA p.9

sentdex Beginner 8y ago

ML Fundamentals

Data Skeptic Beginner 8y ago

Instructions & Programs: Crash Course Computer Science #8

ML Fundamentals

Instructions & Programs: Crash Course Computer Science #8

CrashCourse Beginner 8y ago

The Central Processing Unit (CPU): Crash Course Computer Science #7

ML Fundamentals

The Central Processing Unit (CPU): Crash Course Computer Science #7

CrashCourse Beginner 9y ago

Outtakes #4: Crash Course Physics

ML Fundamentals

Outtakes #4: Crash Course Physics

CrashCourse Beginner 9y ago

Registers and RAM: Crash Course Computer Science #6

ML Fundamentals

Registers and RAM: Crash Course Computer Science #6

CrashCourse Beginner 9y ago

Machine Learning in Cybersecurity with Evan Wright - #16

ML Fundamentals

Machine Learning in Cybersecurity with Evan Wright - #16

The TWIML AI Podcast with Sam Charrington Beginner 9y ago

Astrophysics and Cosmology: Crash Course Physics #46

ML Fundamentals

Astrophysics and Cosmology: Crash Course Physics #46

CrashCourse Beginner 9y ago

[MINI] Feed Forward Neural Networks

ML Fundamentals

[MINI] Feed Forward Neural Networks

Data Skeptic Beginner 9y ago

Domain Knowledge in Machine Learning Models for Sustainability with Stefano Ermon - #15

ML Fundamentals

Domain Knowledge in Machine Learning Models for Sustainability with Stefano Ermon - #15

The TWIML AI Podcast with Sam Charrington Beginner 9y ago

Representing Numbers and Letters with Binary: Crash Course Computer Science #4

ML Fundamentals

Representing Numbers and Letters with Binary: Crash Course Computer Science #4

CrashCourse Beginner 9y ago

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Intro to Artificial Intelligence on Microsoft Azure

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Intro to Artificial Intelligence on Microsoft Azure

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Deep Learning with ANN in Python: Build & Optimize

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Deep Learning with ANN in Python: Build & Optimize

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Machine Learning Foundations for Product Managers

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Machine Learning Foundations for Product Managers

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Optimizing and Deploying Computer Vision Models

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Optimizing and Deploying Computer Vision Models

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$Geometry and Calculus for Computing$

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Geometry and Calculus for Computing

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Machine Learning Algorithms: Supervised Learning Tip to Tail

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Machine Learning Algorithms: Supervised Learning Tip to Tail

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AWS: Model Training , Optimization & Deployment

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AWS: Model Training , Optimization & Deployment

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Chatbots for Beginners: A Complete Guide to Build Chatbots

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Chatbots for Beginners: A Complete Guide to Build Chatbots

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Build your first Machine Learning Pipeline using Dataiku

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Build your first Machine Learning Pipeline using Dataiku

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Foundations of AI Engineering

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Foundations of AI Engineering

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ML Concepts, Models & Workflow Essentials

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ML Concepts, Models & Workflow Essentials

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Trees, SVM and Unsupervised Learning

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Trees, SVM and Unsupervised Learning

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Guided Tour of Machine Learning in Finance

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Guided Tour of Machine Learning in Finance

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Machine Learning Projects in R with Caret

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Machine Learning Projects in R with Caret

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Introduction to Data, Signal, and Image Analysis with MATLAB

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Introduction to Data, Signal, and Image Analysis with MATLAB

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AI for Design and Optimization

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AI for Design and Optimization

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Training AI with Humans

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Training AI with Humans

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Logistic Regression with NumPy and Python

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Logistic Regression with NumPy and Python

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