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
Why FLAX Could Be Your New Favorite Deep Learning Library for NN
ML Fundamentals
Why FLAX Could Be Your New Favorite Deep Learning Library for NN
Discover AI Beginner 2y ago
Master Machine Learning: Introducing Ken Jee & Jeff Lee's 3 Course Mega Bundle
ML Fundamentals
Master Machine Learning: Introducing Ken Jee & Jeff Lee's 3 Course Mega Bundle
365 Data Science Beginner 2y ago
Practical Hands-on with Convolutional Neural Networks | CNN vs ANN
ML Fundamentals ⚡ AI Lesson
Practical Hands-on with Convolutional Neural Networks | CNN vs ANN
Analytics Vidhya Intermediate 2y ago
Learn How Python Data Classes Can Save Your Time In Projects
ML Fundamentals
Learn How Python Data Classes Can Save Your Time In Projects
Krish Naik Beginner 2y ago
Accelerating Digital Skill Building Amid Rapid Change - Coursera Conference 2023
ML Fundamentals
Accelerating Digital Skill Building Amid Rapid Change - Coursera Conference 2023
Coursera Intermediate 2y ago
Learner-First Online Degrees: Building the Future of Education with Coursera
ML Fundamentals
Learner-First Online Degrees: Building the Future of Education with Coursera
Coursera Beginner 2y ago
The Hidden Secrets: Libraries vs Frameworks
ML Fundamentals ⚡ AI Lesson
The Hidden Secrets: Libraries vs Frameworks
Entri Coding മലയാളം Beginner 2y ago
Synthetic Data Generation using Generative AI
ML Fundamentals ⚡ AI Lesson
Synthetic Data Generation using Generative AI
AI Anytime Intermediate 2y ago
Aleksa Gordić: Embracing the AI Epiphany - DeepMind, Startups & Learning | The Real AI Podcast #4
ML Fundamentals
Aleksa Gordić: Embracing the AI Epiphany - DeepMind, Startups & Learning | The Real AI Podcast #4
Aladdin Persson Beginner 2y ago
Python vs Django Free webinar
ML Fundamentals
Python vs Django Free webinar
Entri Coding മലയാളം Beginner 2y ago
In-Context Learning Over Graphs for LLMs: PRODIGY (Stanford)
ML Fundamentals
In-Context Learning Over Graphs for LLMs: PRODIGY (Stanford)
Discover AI Advanced 2y ago
Dataframes Are All You Need: MLOps on Easy Mode // Jay Chia // MLOps Meetup #124
ML Fundamentals
Dataframes Are All You Need: MLOps on Easy Mode // Jay Chia // MLOps Meetup #124
MLOps.community Beginner 2y ago
Building a personalization solution just got easier with Amazon Personalize
ML Fundamentals
Building a personalization solution just got easier with Amazon Personalize
AWS Developers Intermediate 2y ago
Quantum: Current State 2023 (Quantum pt2) - Computerphile
ML Fundamentals ⚡ AI Lesson
Quantum: Current State 2023 (Quantum pt2) - Computerphile
Computerphile Intermediate 2y ago
How is everyone using Web ML? Get inspired!
ML Fundamentals
How is everyone using Web ML? Get inspired!
Google for Developers Beginner 2y ago
Stanford Seminar - Control-Oriented Learning for Dynamical Systems
ML Fundamentals ⚡ AI Lesson
Stanford Seminar - Control-Oriented Learning for Dynamical Systems
Stanford Online Advanced 2y ago
Getting Started With LangChain In 20 Minutes- Build Celebrity Search Application
ML Fundamentals
Getting Started With LangChain In 20 Minutes- Build Celebrity Search Application
Krish Naik Beginner 2y ago
Word2Vec, GloVe, FastText- EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Word2Vec, GloVe, FastText- EXPLAINED!
CodeEmporium Advanced 2y ago
Terence McKenna Explores Art, Psychedelics, Culture, Creativity, and Consciousness
ML Fundamentals ⚡ AI Lesson
Terence McKenna Explores Art, Psychedelics, Culture, Creativity, and Consciousness
deeplizard Beginner 2y ago
Movie Genre Prediction
ML Fundamentals ⚡ AI Lesson
Movie Genre Prediction
Abhishek Thakur Beginner 2y ago
Converting Python AI models to JavaScript
ML Fundamentals
Converting Python AI models to JavaScript
Google for Developers Beginner 2y ago
AWS ML Heroes: Building GenAI Experiences on AWS in 15 Minutes! (Ep. 2)
ML Fundamentals ⚡ AI Lesson
AWS ML Heroes: Building GenAI Experiences on AWS in 15 Minutes! (Ep. 2)
AWS Developers Intermediate 2y ago
PyTorch New York Meetup - June 2023
ML Fundamentals
PyTorch New York Meetup - June 2023
PyTorch Advanced 2y ago
We just discovered faster sorting algorithms!
ML Fundamentals
We just discovered faster sorting algorithms!
Underfitted Beginner 2y ago
Hugging Face: Fine-Tune NLP Pipeline for Question Answering | Transformers & Attention Mechanism
ML Fundamentals
Hugging Face: Fine-Tune NLP Pipeline for Question Answering | Transformers & Attention Mechanism
Analytics Vidhya Advanced 2y ago
Andrew Ng and Chris Manning Discuss Natural Language Processing
ML Fundamentals
Andrew Ng and Chris Manning Discuss Natural Language Processing
Stanford Online Beginner 2y ago
How I would learn Machine Learning if I could start over
ML Fundamentals
How I would learn Machine Learning if I could start over
AssemblyAI Beginner 2y ago
Deep Learning for Computer Vision with Python and TensorFlow – Complete Course
ML Fundamentals
Deep Learning for Computer Vision with Python and TensorFlow – Complete Course
freeCodeCamp.org Advanced 2y ago
Deep Learning with PyTorch Author Interview with Eli Stevens, Luca Antiga, and Thomas Viehmann
ML Fundamentals ⚡ AI Lesson
Deep Learning with PyTorch Author Interview with Eli Stevens, Luca Antiga, and Thomas Viehmann
Sophia Yang Beginner 2y ago
Welcome Remarks - Coursera Conference 2023
ML Fundamentals
Welcome Remarks - Coursera Conference 2023
Coursera Beginner 2y ago
It's a Learner-First Market - Coursera Conference 2023
ML Fundamentals
It's a Learner-First Market - Coursera Conference 2023
Coursera Intermediate 2y ago
Enhancing Degree Value and Job Readiness for Learners - Coursera Conference 2023
ML Fundamentals
Enhancing Degree Value and Job Readiness for Learners - Coursera Conference 2023
Coursera Beginner 2y ago
Global Career Pathways: Strengthening University-Employer Collaboration - Coursera Conference 2023
ML Fundamentals
Global Career Pathways: Strengthening University-Employer Collaboration - Coursera Conference 2023
Coursera Beginner 2y ago
Navigating the Evolving Digital Skills Landscape - Coursera Conference 2023
ML Fundamentals
Navigating the Evolving Digital Skills Landscape - Coursera Conference 2023
Coursera Beginner 2y ago
Virtual Reality Learning With Coursera's VR Portal Product Demo
ML Fundamentals
Virtual Reality Learning With Coursera's VR Portal Product Demo
Coursera Beginner 2y ago
Coursera is offering the first month of its subscription for $1!
ML Fundamentals
Coursera is offering the first month of its subscription for $1!
Coursera Beginner 2y ago
Did you know that 77% of learners on Coursera have reported career benefits
ML Fundamentals
Did you know that 77% of learners on Coursera have reported career benefits
Coursera Beginner 2y ago
Supercharge Your Coding Environment: Master the 5 Must-Have Chrome Extensions
ML Fundamentals ⚡ AI Lesson
Supercharge Your Coding Environment: Master the 5 Must-Have Chrome Extensions
Entri Coding മലയാളം Beginner 2y ago
Highlights from Entri Elevate Recent Python Meetup
ML Fundamentals
Highlights from Entri Elevate Recent Python Meetup
Entri Coding മലയാളം Beginner 2y ago
Coursera partners with 300 leading universities and companies
ML Fundamentals
Coursera partners with 300 leading universities and companies
Coursera Beginner 2y ago
An Important Advice-AI Is Advancing Just Start Learning AI Before Its Late
ML Fundamentals
An Important Advice-AI Is Advancing Just Start Learning AI Before Its Late
Krish Naik Beginner 2y ago
What Is Generative AI
ML Fundamentals
What Is Generative AI
Krish Naik Beginner 2y ago
The Shocking Truth about the Equifax Disaster Revealed!
ML Fundamentals
The Shocking Truth about the Equifax Disaster Revealed!
Entri Coding മലയാളം Beginner 2y ago
#Coursera - the ultimate platform for learning new skills and advancing your career!
ML Fundamentals
#Coursera - the ultimate platform for learning new skills and advancing your career!
Coursera Beginner 2y ago
What is Genomics? | Your Complete Guide to Understanding Genomics
ML Fundamentals
What is Genomics? | Your Complete Guide to Understanding Genomics
Entri Coding മലയാളം Beginner 2y ago
Complete Anomaly Detection Tutorials Machine Learning And Its Types With Implementation | Krish Naik
ML Fundamentals
Complete Anomaly Detection Tutorials Machine Learning And Its Types With Implementation | Krish Naik
Krish Naik Beginner 2y ago
Data Science Competitions - Kaggle & DataHack - Explained in 60 Seconds
ML Fundamentals
Data Science Competitions - Kaggle & DataHack - Explained in 60 Seconds
Analytics Vidhya Beginner 2y ago
End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik
ML Fundamentals
End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik
Krish Naik Beginner 2y ago
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