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
Parameters vs hyperparameters in machine learning
ML Fundamentals
Parameters vs hyperparameters in machine learning
codebasics Beginner 5y ago
U-NET Paper Walkthrough
ML Fundamentals
U-NET Paper Walkthrough
Aladdin Persson Beginner 5y ago
Markov Chain Monte Carlo (MCMC) : Data Science Concepts
ML Fundamentals
Markov Chain Monte Carlo (MCMC) : Data Science Concepts
ritvikmath Intermediate 5y ago
Greg Yang on Feature Learning in Infinite-Width Networks
ML Fundamentals
Greg Yang on Feature Learning in Infinite-Width Networks
Weights & Biases Advanced 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
Time Series Forecasting with Machine Learning
ML Fundamentals
Time Series Forecasting with Machine Learning
CodeEmporium Beginner 5y ago
Installing Latest TensorFlow version with CUDA, cudNN and GPU support - Step by step tutorial 2021
ML Fundamentals
Installing Latest TensorFlow version with CUDA, cudNN and GPU support - Step by step tutorial 2021
Aladdin Persson Beginner 5y ago
Understanding Convolutional Neural Networks | Part 3 / 3 - Transfer Learning and Explainable AI
ML Fundamentals
Understanding Convolutional Neural Networks | Part 3 / 3 - Transfer Learning and Explainable AI
DeepFindr Beginner 5y ago
Markov Chain Stationary Distribution : Data Science Concepts
ML Fundamentals
Markov Chain Stationary Distribution : Data Science Concepts
ritvikmath Beginner 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
STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2)
ML Fundamentals
STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2)
Yannic Kilcher Beginner 5y ago
Who said robots can't dance? | Machine Learning Monthly December 2020
ML Fundamentals
Who said robots can't dance? | Machine Learning Monthly December 2020
Daniel Bourke Beginner 5y ago
Take a Smartphone, Add Wings: a history of drones with Chris Anderson | Gradient Dissent Clip
ML Fundamentals
Take a Smartphone, Add Wings: a history of drones with Chris Anderson | Gradient Dissent Clip
Weights & Biases Beginner 5y ago
Special Lecture: F-22 Flight Controls
ML Fundamentals
Special Lecture: F-22 Flight Controls
MIT OpenCourseWare Intermediate 5y ago
Computational Linguistics: Crash Course Linguistics #15
ML Fundamentals
Computational Linguistics: Crash Course Linguistics #15
CrashCourse Beginner 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
Study With Me on Coursera! ft. Michael Bassili
ML Fundamentals
Study With Me on Coursera! ft. Michael Bassili
Coursera Beginner 5y ago
Ep#8 - The revolution of Federated Learning
ML Fundamentals
Ep#8 - The revolution of Federated Learning
MLOps.community Beginner 5y ago
How to Predict Which Candidate COVID-19 mRNA Vaccines Are Stable with AI | Grandmaster Series E3
ML Fundamentals
How to Predict Which Candidate COVID-19 mRNA Vaccines Are Stable with AI | Grandmaster Series E3
NVIDIA Developer Advanced 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
Simple MNIST Convnet - Keras Code Examples
ML Fundamentals
Simple MNIST Convnet - Keras Code Examples
Connor Shorten Beginner 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
Neural Style Transfer Tutorial with Tensorflow and Python in 10 Minutes
ML Fundamentals
Neural Style Transfer Tutorial with Tensorflow and Python in 10 Minutes
Nicholas Renotte Beginner 5y ago
Should I pursue data analyst masters in USA?
ML Fundamentals
Should I pursue data analyst masters in USA?
codebasics Beginner 5y ago
Types of RNN | Recurrent Neural Network Types | Deep Learning Tutorial 34 (Tensorflow & Python)
ML Fundamentals
Types of RNN | Recurrent Neural Network Types | Deep Learning Tutorial 34 (Tensorflow & Python)
codebasics Beginner 5y ago
Chris Anderson — Robocars, Drones, and WIRED Magazine
ML Fundamentals
Chris Anderson — Robocars, Drones, and WIRED Magazine
Weights & Biases Beginner 5y ago
Probability - Math for Machine Learning
ML Fundamentals
Probability - Math for Machine Learning
Weights & Biases Beginner 5y ago
Calculus - Math for Machine Learning
ML Fundamentals
Calculus - Math for Machine Learning
Weights & Biases Beginner 5y ago
Accept-Reject Sampling : Data Science Concepts
ML Fundamentals
Accept-Reject Sampling : Data Science Concepts
ritvikmath Intermediate 5y ago
Linear Algebra - Math for Machine Learning
ML Fundamentals
Linear Algebra - Math for Machine Learning
Weights & Biases Beginner 5y ago
What is Recurrent Neural Network (RNN)? Deep Learning Tutorial 33 (Tensorflow, Keras & Python)
ML Fundamentals
What is Recurrent Neural Network (RNN)? Deep Learning Tutorial 33 (Tensorflow, Keras & Python)
codebasics Beginner 5y ago
The True Cost of a PhD
ML Fundamentals
The True Cost of a PhD
ritvikmath Intermediate 5y ago
Building a Dog Breed Identifier App from scratch - DogNet
ML Fundamentals
Building a Dog Breed Identifier App from scratch - DogNet
Aladdin Persson Beginner 5y ago
How Do I Manage My Time-Full time Job, Teaching And Family Time-Time Management-300K Special Video
ML Fundamentals
How Do I Manage My Time-Full time Job, Teaching And Family Time-Time Management-300K Special Video
Krish Naik Beginner 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
Ineuron's New Portal For Community Free And Affordable Courses
ML Fundamentals
Ineuron's New Portal For Community Free And Affordable Courses
Krish Naik Beginner 5y ago
Past 10 Years Of AI 2010 - 2020-What All Innovation And Research We Saw?
ML Fundamentals
Past 10 Years Of AI 2010 - 2020-What All Innovation And Research We Saw?
Krish Naik Beginner 5y ago
Advance Python Series-Magic Methods In Classes
ML Fundamentals
Advance Python Series-Magic Methods In Classes
Krish Naik Beginner 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
How to deal with Imbalanced Datasets in PyTorch - Weighted Random Sampler Tutorial
ML Fundamentals
How to deal with Imbalanced Datasets in PyTorch - Weighted Random Sampler Tutorial
Aladdin Persson Beginner 5y ago
What Is A Citizen Data Scientist?
ML Fundamentals
What Is A Citizen Data Scientist?
Krish Naik Beginner 5y ago
Building Our First Deep Learning App from scratch - Hello Mnist
ML Fundamentals
Building Our First Deep Learning App from scratch - Hello Mnist
Aladdin Persson Beginner 5y ago
Do Not Quit Your Job Until? Sharing My Experience
ML Fundamentals
Do Not Quit Your Job Until? Sharing My Experience
Krish Naik Beginner 5y ago
Advance Python Series- Inheritance In Python
ML Fundamentals
Advance Python Series- Inheritance In Python
Krish Naik Beginner 5y ago
Monte Carlo Simulations : Data Science Basics
ML Fundamentals
Monte Carlo Simulations : Data Science Basics
ritvikmath Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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NVIDIA: Fundamentals of Deep Learning
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NVIDIA: Fundamentals of Deep Learning
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DP-100 Microsoft Azure DS Exam
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DP-100 Microsoft Azure DS Exam
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Discrete Math for Computer Science - Counting & Probability
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Discrete Math for Computer Science - Counting & Probability
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Machine Learning Algorithms
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Machine Learning Algorithms
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Evaluate Vision Errors: Identify Failure Patterns
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Evaluate Vision Errors: Identify Failure Patterns
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Predictive Analytics
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Predictive Analytics
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