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
Serverless NLP Model Training
ML Fundamentals ⚡ AI Lesson
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
Anaconda Tutorial - Installation and Basic Commands
ML Fundamentals ⚡ AI Lesson
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
Automated Machine Learning with Erez Barak - #323
ML Fundamentals ⚡ AI Lesson
Automated Machine Learning with Erez Barak - #323
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Inside TensorFlow: Eager execution runtime
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Eager execution runtime
TensorFlow Intermediate 6y ago
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
ML Fundamentals ⚡ AI Lesson
K-Means Clustering in Python - Machine Learning From Scratch 12 - Python Tutorial
Patrick Loeber Beginner 6y ago
Machine Learning Fundamentals: Sensitivity and Specificity
ML Fundamentals
Machine Learning Fundamentals: Sensitivity and Specificity
StatQuest with Josh Starmer Beginner 6y ago
Noam Chomsky: Deep Learning is Useful but It Doesn't Tell You Anything about Human Language
ML Fundamentals
Noam Chomsky: Deep Learning is Useful but It Doesn't Tell You Anything about Human Language
Lex Fridman Beginner 6y ago
Ancient Text Restoration
ML Fundamentals ⚡ AI Lesson
Ancient Text Restoration
Data Skeptic Beginner 6y ago
Noam Chomsky: Language, Cognition, and Deep Learning | Lex Fridman Podcast #53
ML Fundamentals
Noam Chomsky: Language, Cognition, and Deep Learning | Lex Fridman Podcast #53
Lex Fridman Beginner 6y ago
SEO Beyond Google: How to Rank On The Best Alternative Search Engine | YouTube SEO
ML Fundamentals
SEO Beyond Google: How to Rank On The Best Alternative Search Engine | YouTube SEO
Neil Patel Beginner 6y ago
Introducción a las redes neuronales convolucionales (ML Zero to Hero, parte 3)
ML Fundamentals ⚡ AI Lesson
Introducción a las redes neuronales convolucionales (ML Zero to Hero, parte 3)
TensorFlow Beginner 6y ago
The Truth Behind Matrix Multiplication :  Data Science Basics
ML Fundamentals
The Truth Behind Matrix Multiplication : Data Science Basics
ritvikmath Beginner 6y ago
Building a Native Simple Command Line Interface with Dart2Native
ML Fundamentals
Building a Native Simple Command Line Interface with Dart2Native
Tensor Programming Beginner 6y ago
Machine Learning magic for your web application with TensorFlow.js (Chrome Dev Summit 2019)
ML Fundamentals
Machine Learning magic for your web application with TensorFlow.js (Chrome Dev Summit 2019)
Chrome for Developers Beginner 6y ago
Machine Learning Tutorial Python - 16: Hyper parameter Tuning (GridSearchCV)
ML Fundamentals
Machine Learning Tutorial Python - 16: Hyper parameter Tuning (GridSearchCV)
codebasics Beginner 6y ago
Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI
ML Fundamentals
Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI
Tech With Tim Beginner 6y ago
Crazy Matrix Multiplication Speedup : Data Science Code
ML Fundamentals
Crazy Matrix Multiplication Speedup : Data Science Code
ritvikmath Intermediate 6y ago
AI is Industrializing Discovery
ML Fundamentals ⚡ AI Lesson
AI is Industrializing Discovery
a16z Beginner 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
Perform Web Scraping On Wikipedia- Data Science
ML Fundamentals
Perform Web Scraping On Wikipedia- Data Science
Krish Naik 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
PCA (Principal Component Analysis) in Python - Machine Learning From Scratch 11 - Python Tutorial
ML Fundamentals
PCA (Principal Component Analysis) in Python - Machine Learning From Scratch 11 - Python Tutorial
Patrick Loeber Beginner 6y ago
Gilbert Strang: Why People Like Math
ML Fundamentals
Gilbert Strang: Why People Like Math
Lex Fridman Beginner 6y ago
Gilbert Strang: Singular Value Decomposition
ML Fundamentals
Gilbert Strang: Singular Value Decomposition
Lex Fridman Beginner 6y ago
Gilbert Strang: MIT OpenCourseWare (OCW)
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: MIT OpenCourseWare (OCW)
Lex Fridman Beginner 6y ago
Gilbert Strang: Teaching Math by Example
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: Teaching Math by Example
Lex Fridman Beginner 6y ago
Computer vision básica con ML (ML Zero to Hero, parte 2)
ML Fundamentals ⚡ AI Lesson
Computer vision básica con ML (ML Zero to Hero, parte 2)
TensorFlow Beginner 6y ago
Introducción a Machine Learning (ML Zero to Hero, parte 1)
ML Fundamentals ⚡ AI Lesson
Introducción a Machine Learning (ML Zero to Hero, parte 1)
TensorFlow Beginner 6y ago
Construye un clasificador de imagen (ML Zero to Hero, parte 4)
ML Fundamentals ⚡ AI Lesson
Construye un clasificador de imagen (ML Zero to Hero, parte 4)
TensorFlow Beginner 6y ago
Random Forest in Python - Machine Learning From Scratch 10 - Python Tutorial
ML Fundamentals
Random Forest in Python - Machine Learning From Scratch 10 - Python Tutorial
Patrick Loeber Beginner 6y ago
How Can A Non Technical Person Become Data Scientist
ML Fundamentals
How Can A Non Technical Person Become Data Scientist
Krish Naik Advanced 6y ago
ML Ops
ML Fundamentals ⚡ AI Lesson
ML Ops
Data Skeptic Beginner 6y ago
Gilbert Strang: Four Fundamental Subspaces of Linear Algebra
ML Fundamentals
Gilbert Strang: Four Fundamental Subspaces of Linear Algebra
Lex Fridman Beginner 6y ago
Gilbert Strang: Linear Algebra vs Calculus
ML Fundamentals
Gilbert Strang: Linear Algebra vs Calculus
Lex Fridman Beginner 6y ago
AI VS ML VS DL VS Data Science
ML Fundamentals
AI VS ML VS DL VS Data Science
Krish Naik Beginner 6y ago
Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52
ML Fundamentals ⚡ AI Lesson
Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52
Lex Fridman Intermediate 6y ago
Hiring Process Of Data Scientist and Interns
ML Fundamentals
Hiring Process Of Data Scientist and Interns
Krish Naik Intermediate 6y ago
Best Programming Practices For Data Science
ML Fundamentals
Best Programming Practices For Data Science
Krish Naik Intermediate 6y ago
Decision Tree in Python Part 2/2 - Machine Learning From Scratch 09 - Python Tutorial
ML Fundamentals ⚡ AI Lesson
Decision Tree in Python Part 2/2 - Machine Learning From Scratch 09 - Python Tutorial
Patrick Loeber Beginner 6y ago
Inside TensorFlow: Graph rewriting (Macros, not functions)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: Graph rewriting (Macros, not functions)
TensorFlow Intermediate 6y ago
Decision Tree in Python Part 1/2 - Machine Learning From Scratch 08 - Python Tutorial
ML Fundamentals
Decision Tree in Python Part 1/2 - Machine Learning From Scratch 08 - Python Tutorial
Patrick Loeber Beginner 6y ago
What are the Prerequisites To Learn Data Science
ML Fundamentals
What are the Prerequisites To Learn Data Science
Krish Naik Beginner 6y ago
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RNN Architecture and Sentiment Classification
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