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
Navigating the next normal: A view from female leaders
ML Fundamentals
Navigating the next normal: A view from female leaders
Saïd Business School, University of Oxford Intermediate 5y ago
Speech Command Recognition With Tensorflow.JS and React.JS | Javascript AI
ML Fundamentals
Speech Command Recognition With Tensorflow.JS and React.JS | Javascript AI
Nicholas Renotte Intermediate 5y ago
Democratize AI with OneAPI
ML Fundamentals
Democratize AI with OneAPI
The New Stack Intermediate 5y ago
Bayesian Treasure Hunt : Data Science Code
ML Fundamentals
Bayesian Treasure Hunt : Data Science Code
ritvikmath Intermediate 5y ago
Building a recommendation system using deep learning
ML Fundamentals
Building a recommendation system using deep learning
Abhishek Thakur Intermediate 5y ago
Build a 2D convolutional neural network, part 17: Cottonwood cheatsheet
ML Fundamentals
Build a 2D convolutional neural network, part 17: Cottonwood cheatsheet
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 16: Cottonwood code tour
ML Fundamentals
Build a 2D convolutional neural network, part 16: Cottonwood code tour
Brandon Rohrer Intermediate 5y ago
Making a Board Game using MCMC!
ML Fundamentals
Making a Board Game using MCMC!
ritvikmath Intermediate 5y ago
Object Localization Vs Object Detection Deep Learning
ML Fundamentals
Object Localization Vs Object Detection Deep Learning
Krish Naik Intermediate 5y ago
How Traceroute Works (Building a Movie Scene 'Trace' Map) - Computerphile
ML Fundamentals
How Traceroute Works (Building a Movie Scene 'Trace' Map) - Computerphile
Computerphile Intermediate 5y ago
How To Implement Image Classification Using SVM In Convolution Neural Network
ML Fundamentals
How To Implement Image Classification Using SVM In Convolution Neural Network
Krish Naik Intermediate 5y ago
Career Advice Office Hours - Job Applications | Coursera
ML Fundamentals
Career Advice Office Hours - Job Applications | Coursera
Coursera Intermediate 5y ago
He got 5 internships and 2 job offers | Interview with Zomato machine learning engineer
ML Fundamentals
He got 5 internships and 2 job offers | Interview with Zomato machine learning engineer
codebasics Intermediate 5y ago
Special Lecture: F-22 Flight Controls
ML Fundamentals
Special Lecture: F-22 Flight Controls
MIT OpenCourseWare Intermediate 5y ago
How I hacked my Nest camera to run custom models
ML Fundamentals
How I hacked my Nest camera to run custom models
Roboflow Intermediate 5y ago
Do this to get a data science job abroad
ML Fundamentals
Do this to get a data science job abroad
codebasics Intermediate 5y ago
RandAugment Paper Walkthrough
ML Fundamentals
RandAugment Paper Walkthrough
Aladdin Persson Intermediate 5y ago
Q&A + Giveaway for 10 Years on YouTube
ML Fundamentals
Q&A + Giveaway for 10 Years on YouTube
Veritasium Intermediate 5y ago
Understanding Convolutional Neural Networks | Part 2 / 3 - Wonders of the world CNN with PyTorch
ML Fundamentals
Understanding Convolutional Neural Networks | Part 2 / 3 - Wonders of the world CNN with PyTorch
DeepFindr Intermediate 5y ago
Intersectionality and Inclusion - Pathways to Visibility
ML Fundamentals
Intersectionality and Inclusion - Pathways to Visibility
Saïd Business School, University of Oxford Intermediate 5y ago
Visual Illusions Deceiving Neural Networks
ML Fundamentals
Visual Illusions Deceiving Neural Networks
Data Skeptic Intermediate 5y ago
ALOHAnet: Grandfather of All Computer Networks - Computerphile
ML Fundamentals
ALOHAnet: Grandfather of All Computer Networks - Computerphile
Computerphile Intermediate 5y ago
Price Family 2020 Year in Pictures
ML Fundamentals
Price Family 2020 Year in Pictures
Skip Price Intermediate 5y ago
W&B Deep Learning Salon - ML@B Project Showcase
ML Fundamentals
W&B Deep Learning Salon - ML@B Project Showcase
Weights & Biases Intermediate 5y ago
ML @ Berkeley Teams present on gesture detection, capsule networks, and adversarial attacks.
ML Fundamentals
ML @ Berkeley Teams present on gesture detection, capsule networks, and adversarial attacks.
Weights & Biases Intermediate 5y ago
Build a 2D convolutional neural network, part 15: Rendering examples
ML Fundamentals
Build a 2D convolutional neural network, part 15: Rendering examples
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 14: Collecting examples
ML Fundamentals
Build a 2D convolutional neural network, part 14: Collecting examples
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 13: Loss history and text summary
ML Fundamentals
Build a 2D convolutional neural network, part 13: Loss history and text summary
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 12: Testing loop
ML Fundamentals
Build a 2D convolutional neural network, part 12: Testing loop
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 11: The training loop
ML Fundamentals
Build a 2D convolutional neural network, part 11: The training loop
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 10: Connecting layers
ML Fundamentals
Build a 2D convolutional neural network, part 10: Connecting layers
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 9: Adding layers
ML Fundamentals
Build a 2D convolutional neural network, part 9: Adding layers
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 8: Training code setup
ML Fundamentals
Build a 2D convolutional neural network, part 8: Training code setup
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 7: Why Cottonwood?
ML Fundamentals
Build a 2D convolutional neural network, part 7: Why Cottonwood?
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 6: Examples of successes and failures
ML Fundamentals
Build a 2D convolutional neural network, part 6: Examples of successes and failures
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 5: Pre-trained model results
ML Fundamentals
Build a 2D convolutional neural network, part 5: Pre-trained model results
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 4: Model overview
ML Fundamentals
Build a 2D convolutional neural network, part 4: Model overview
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 3: MNIST digits
ML Fundamentals
Build a 2D convolutional neural network, part 3: MNIST digits
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 2: Overview
ML Fundamentals
Build a 2D convolutional neural network, part 2: Overview
Brandon Rohrer Intermediate 5y ago
Build a 2D convolutional neural network, part 1: Getting started
ML Fundamentals
Build a 2D convolutional neural network, part 1: Getting started
Brandon Rohrer Intermediate 5y ago
Markov Chain Monte Carlo (MCMC) : Data Science Concepts
ML Fundamentals
Markov Chain Monte Carlo (MCMC) : Data Science Concepts
ritvikmath Intermediate 5y ago
First Live Q&A Of 2021 - Ask Anything Related  To Data Science
ML Fundamentals
First Live Q&A Of 2021 - Ask Anything Related To Data Science
Krish Naik Intermediate 5y ago
Papers With Code: The Latest in Machine Learning, Deep Learning And AI
ML Fundamentals
Papers With Code: The Latest in Machine Learning, Deep Learning And AI
Krish Naik Intermediate 5y ago
Accept-Reject Sampling : Data Science Concepts
ML Fundamentals
Accept-Reject Sampling : Data Science Concepts
ritvikmath Intermediate 5y ago
The True Cost of a PhD
ML Fundamentals
The True Cost of a PhD
ritvikmath Intermediate 5y ago
Code With Me : Monte Carlo Method (My First Real-Time Coding Video!)
ML Fundamentals
Code With Me : Monte Carlo Method (My First Real-Time Coding Video!)
ritvikmath Intermediate 5y ago
Top 3 WORST Reasons for Going to Grad School
ML Fundamentals
Top 3 WORST Reasons for Going to Grad School
ritvikmath Intermediate 5y ago
Last Live Q&A Of 2020- Ask Anything Related  To Data Science
ML Fundamentals
Last Live Q&A Of 2020- Ask Anything Related To Data Science
Krish Naik Intermediate 5y ago
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