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
Should We Use Machine Learning or Deep Learning For Data Science Project?
ML Fundamentals
Should We Use Machine Learning or Deep Learning For Data Science Project?
Krish Naik Beginner 6y ago
Machine Learning Project Vs Deep Learning Project
ML Fundamentals
Machine Learning Project Vs Deep Learning Project
Krish Naik Beginner 6y ago
Alderson Loop - Computerphile
ML Fundamentals
Alderson Loop - Computerphile
Computerphile Intermediate 6y ago
Optimizing Neural Network Structures with Keras-Tuner
ML Fundamentals
Optimizing Neural Network Structures with Keras-Tuner
sentdex Beginner 6y ago
Advancing Machine Learning at Capital One with Dave Castillo - #328
ML Fundamentals
Advancing Machine Learning at Capital One with Dave Castillo - #328
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Vectorization in Python : Data Science Code
ML Fundamentals
Vectorization in Python : Data Science Code
ritvikmath Intermediate 6y ago
Rust Memory Management - Ownership and Borrowing
ML Fundamentals
Rust Memory Management - Ownership and Borrowing
Tensor Programming Intermediate 6y ago
TWiML x Fast ai Deep Learning Part 2 Study Group - Lesson 17
ML Fundamentals
TWiML x Fast ai Deep Learning Part 2 Study Group - Lesson 17
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Erlang Programming Language - Computerphile
ML Fundamentals
Erlang Programming Language - Computerphile
Computerphile Beginner 6y ago
The Power of Binary Search : Data Science Code
ML Fundamentals
The Power of Binary Search : Data Science Code
ritvikmath Intermediate 6y ago
Rohit Prasad: Deep Learning is Not Enough to Solve Reasoning | AI Podcast Clips
ML Fundamentals
Rohit Prasad: Deep Learning is Not Enough to Solve Reasoning | AI Podcast Clips
Lex Fridman Beginner 6y ago
PyTorch Tutorial 02 - Tensor Basics
ML Fundamentals
PyTorch Tutorial 02 - Tensor Basics
Patrick Loeber Beginner 6y ago
Jumpstart Your ML Project
ML Fundamentals
Jumpstart Your ML Project
Data Skeptic Beginner 6y ago
How Machine Learning Drives the Deceptive World of Deepfakes
ML Fundamentals
How Machine Learning Drives the Deceptive World of Deepfakes
Seeker Beginner 6y ago
PyTorch Tutorial 01 - Installation
ML Fundamentals
PyTorch Tutorial 01 - Installation
Patrick Loeber Beginner 6y ago
Evolutionary Powell's method: A discrete optimizer for hyperparameter optimization
ML Fundamentals
Evolutionary Powell's method: A discrete optimizer for hyperparameter optimization
Brandon Rohrer Beginner 6y ago
Rust Async/Await - Building a Web Crawler with Surf and Async-Std
ML Fundamentals
Rust Async/Await - Building a Web Crawler with Surf and Async-Std
Tensor Programming Beginner 6y ago
Federated learning with TensorFlow Federated (TF World '19)
ML Fundamentals
Federated learning with TensorFlow Federated (TF World '19)
TensorFlow Intermediate 6y ago
Master of Machine learning and Data Science - Imperial College London
ML Fundamentals
Master of Machine learning and Data Science - Imperial College London
Coursera Beginner 6y ago
Serverless NLP Model Training
ML Fundamentals
Serverless NLP Model Training
Data Skeptic Intermediate 6y ago
Math Needed for Mastering Data Science
ML Fundamentals
Math Needed for Mastering Data Science
Ken Jee Beginner 6y ago
Inside TensorFlow: Eager execution runtime
ML Fundamentals
Inside TensorFlow: Eager execution runtime
TensorFlow Intermediate 6y ago
Machine Learning Fundamentals: Sensitivity and Specificity
ML Fundamentals
Machine Learning Fundamentals: Sensitivity and Specificity
StatQuest with Josh Starmer Beginner 6y ago
Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
ML Fundamentals
Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
Krish Naik Beginner 6y ago
Step By Step Understanding Of Implementing Data Science Project
ML Fundamentals
Step By Step Understanding Of Implementing Data Science Project
Krish Naik Intermediate 6y ago
Tutorial 25- Data Augmentation In CNN-Deep Learning
ML Fundamentals
Tutorial 25- Data Augmentation In CNN-Deep Learning
Krish Naik Beginner 6y ago
Fresher and Experienced Professional Has This Common Question Regarding Data Science?
ML Fundamentals
Fresher and Experienced Professional Has This Common Question Regarding Data Science?
Krish Naik Intermediate 6y ago
Helping Fish Farmers Feed the World with Deep Learning w/ Bryton Shang - #327
ML Fundamentals
Helping Fish Farmers Feed the World with Deep Learning w/ Bryton Shang - #327
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Data Science In Cyber Security In 2020
ML Fundamentals
Data Science In Cyber Security In 2020
Krish Naik Intermediate 6y ago
Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos - #326
ML Fundamentals
Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos - #326
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Speed Up Your Code with Loop Hoisting : Data Science Code
ML Fundamentals
Speed Up Your Code with Loop Hoisting : Data Science Code
ritvikmath Intermediate 6y ago
Thank You All For Sharing Your Knowledge
ML Fundamentals
Thank You All For Sharing Your Knowledge
Krish Naik Intermediate 6y ago
Data Science Q&A LIVE
ML Fundamentals
Data Science Q&A LIVE
Krish Naik Intermediate 6y ago
Best Youtube Channels To Study Data Science For Free
ML Fundamentals
Best Youtube Channels To Study Data Science For Free
Krish Naik Intermediate 6y ago
Various Roles and Responsibilities in Data Science
ML Fundamentals
Various Roles and Responsibilities in Data Science
Krish Naik Intermediate 6y ago
Yoda Parsing - Computerphile
ML Fundamentals
Yoda Parsing - Computerphile
Computerphile Intermediate 6y ago
Anaconda Tutorial - Installation and Basic Commands
ML Fundamentals
Anaconda Tutorial - Installation and Basic Commands
Patrick Loeber Beginner 6y ago
Data Science General Q&A
ML Fundamentals
Data Science General Q&A
Krish Naik Intermediate 6y ago
Data Scientist, Domain Expertise, Data Engineer Top Skillsets Based On Gartner Survey
ML Fundamentals
Data Scientist, Domain Expertise, Data Engineer Top Skillsets Based On Gartner Survey
Krish Naik Advanced 6y ago
Role of Data Analyst Vs Role of Business Analyst
ML Fundamentals
Role of Data Analyst Vs Role of Business Analyst
Krish Naik Intermediate 6y ago
Data Scientist Vs Machine Learning Researcher Vs Machine Learning Engineer
ML Fundamentals
Data Scientist Vs Machine Learning Researcher Vs Machine Learning Engineer
Krish Naik Beginner 6y ago
Automated Machine Learning with Erez Barak - #323
ML Fundamentals
Automated Machine Learning with Erez Barak - #323
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Perform Web Scraping On Wikipedia- Data Science
ML Fundamentals
Perform Web Scraping On Wikipedia- Data Science
Krish Naik Intermediate 6y ago
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
ML Fundamentals
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
Patrick Loeber Beginner 6y ago
Immutability - Computerphile
ML Fundamentals
Immutability - Computerphile
Computerphile Intermediate 6y ago
Important Points Everybody Should Know While Implementing Data Science Projects
ML Fundamentals
Important Points Everybody Should Know While Implementing Data Science Projects
Krish Naik Intermediate 6y ago
Air Quality Index Prediction- Data Collection Part 1
ML Fundamentals
Air Quality Index Prediction- Data Collection Part 1
Krish Naik Intermediate 6y ago
How to Optimize Linked In Profile For Data Scientist Jobs
ML Fundamentals
How to Optimize Linked In Profile For Data Scientist Jobs
Krish Naik Intermediate 6y ago
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Computer Vision with Embedded Machine Learning
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Computer Vision with Embedded Machine Learning
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Attention Mechanism
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Attention Mechanism
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Formal Languages and Applications
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Formal Languages and Applications
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Deep Learning with TensorFlow: Build Neural Networks
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Deep Learning with TensorFlow: Build Neural Networks
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Advanced Linear Models for Data Science 2: Statistical Linear Models
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Advanced Linear Models for Data Science 2: Statistical Linear Models
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Deep Learning for Business
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Deep Learning for Business
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