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
How to implement Decision Trees from scratch with Python
ML Fundamentals
How to implement Decision Trees from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Logistic Regression from scratch with Python
ML Fundamentals
How to implement Logistic Regression from scratch with Python
AssemblyAI Intermediate 3y ago
Project Alexandria: Using AI to build a knowledge base fit for humans
ML Fundamentals ⚡ AI Lesson
Project Alexandria: Using AI to build a knowledge base fit for humans
Microsoft Research Intermediate 3y ago
Alternative Uses for Blockchain - Computerphile
ML Fundamentals ⚡ AI Lesson
Alternative Uses for Blockchain - Computerphile
Computerphile Intermediate 3y ago
ML Product Experiments at Scale
ML Fundamentals ⚡ AI Lesson
ML Product Experiments at Scale
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
End-to-End ML with Cloudera Machine Learning
ML Fundamentals ⚡ AI Lesson
End-to-End ML with Cloudera Machine Learning
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
ML Fundamentals
End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
Krish Naik Intermediate 3y ago
Serverless Streamlit + OpenCV Python Web App Tutorial
ML Fundamentals
Serverless Streamlit + OpenCV Python Web App Tutorial
1littlecoder Intermediate 3y ago
How to grow as a data scientist after 2+ years of experience? #datascience #datasciencecareer
ML Fundamentals ⚡ AI Lesson
How to grow as a data scientist after 2+ years of experience? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
Don't waste time on this | #datascience #datasciencecareer
ML Fundamentals ⚡ AI Lesson
Don't waste time on this | #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
10A. Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks
ML Fundamentals
10A. Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks
MIT OpenCourseWare Intermediate 3y ago
Stable diffusion dreams of steampunk brains
ML Fundamentals ⚡ AI Lesson
Stable diffusion dreams of steampunk brains
Andrej Karpathy Intermediate 3y ago
Visualizing High Dimension Data Using UMAP Is A Piece Of Cake Now
ML Fundamentals
Visualizing High Dimension Data Using UMAP Is A Piece Of Cake Now
Krish Naik Intermediate 3y ago
Stable diffusion dreams of steam punk neural networks
ML Fundamentals
Stable diffusion dreams of steam punk neural networks
Andrej Karpathy Intermediate 3y ago
Microsoft is Accelerating the Future of Aerial Autonomy
ML Fundamentals
Microsoft is Accelerating the Future of Aerial Autonomy
Microsoft Research Intermediate 3y ago
How to lie using visual proofs
ML Fundamentals
How to lie using visual proofs
3Blue1Brown Intermediate 4y ago
Lecture 16: The Min/Max Theorem and Bolzano's Intermediate Value Theorem
ML Fundamentals
Lecture 16: The Min/Max Theorem and Bolzano's Intermediate Value Theorem
MIT OpenCourseWare Intermediate 4y ago
Democratic Machine Learning With Voting Classifiers
ML Fundamentals ⚡ AI Lesson
Democratic Machine Learning With Voting Classifiers
NeuralNine Intermediate 4y ago
Build a Machine Learning App From Scratch with Flask & Docker
ML Fundamentals ⚡ AI Lesson
Build a Machine Learning App From Scratch with Flask & Docker
Patrick Loeber Intermediate 4y ago
Johannes Otterbach — Unlocking ML for Traditional Companies
ML Fundamentals
Johannes Otterbach — Unlocking ML for Traditional Companies
Weights & Biases Intermediate 4y ago
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
ML Fundamentals ⚡ AI Lesson
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
freeCodeCamp.org Intermediate 4y ago
Product fairness testing for Machine Learning developers
ML Fundamentals ⚡ AI Lesson
Product fairness testing for Machine Learning developers
TensorFlow Intermediate 4y ago
Technology in Education: How is GITAM using Coursera for Campus?
ML Fundamentals
Technology in Education: How is GITAM using Coursera for Campus?
Coursera Intermediate 4y ago
Climbing up the slope of enlightenment in AI and ML
ML Fundamentals
Climbing up the slope of enlightenment in AI and ML
Google for Developers Intermediate 4y ago
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3]
ML Fundamentals
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3]
DeepLearningAI Intermediate 4y ago
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4]
ML Fundamentals
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4]
DeepLearningAI Intermediate 4y ago
How to implement Linear Regression from scratch with Python
ML Fundamentals
How to implement Linear Regression from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement KNN from scratch with Python
ML Fundamentals
How to implement KNN from scratch with Python
AssemblyAI Intermediate 3y ago
Data science certificates on resume? #datascience #datasciencecareer #careeradvice
ML Fundamentals ⚡ AI Lesson
Data science certificates on resume? #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Where to find data for data science projetcs? #datascience #datasciencecareer
ML Fundamentals ⚡ AI Lesson
Where to find data for data science projetcs? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
ML Fundamentals ⚡ AI Lesson
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Advance NLP Series Announcement- Happy 76th Independence Day
ML Fundamentals
Advance NLP Series Announcement- Happy 76th Independence Day
Krish Naik Intermediate 3y ago
History Of Machine Learning- Dicussing The Entire Timeline
ML Fundamentals
History Of Machine Learning- Dicussing The Entire Timeline
Krish Naik Intermediate 3y ago
How To Deploy Machine Learning Models Using Docker And Github Action In Heroku
ML Fundamentals
How To Deploy Machine Learning Models Using Docker And Github Action In Heroku
Krish Naik Intermediate 3y ago
Can We Have Multiple Constructors In Python?
ML Fundamentals
Can We Have Multiple Constructors In Python?
Krish Naik Intermediate 3y ago
Lecture 22: Fundamental Theorem of Calculus, Integration by Parts, and Change of Variable Formula
ML Fundamentals
Lecture 22: Fundamental Theorem of Calculus, Integration by Parts, and Change of Variable Formula
MIT OpenCourseWare Intermediate 4y ago
Announcing Data Science, ML,DL,AI Videos In Hindi @krishnaikhindi
ML Fundamentals
Announcing Data Science, ML,DL,AI Videos In Hindi @krishnaikhindi
Krish Naik Intermediate 4y ago
3 Reasons Why Elon Musk Bought Twitter
ML Fundamentals
3 Reasons Why Elon Musk Bought Twitter
Krish Naik Intermediate 4y ago
Importance Of POC Projects For Data Science Transition
ML Fundamentals
Importance Of POC Projects For Data Science Transition
Krish Naik Intermediate 4y ago
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6]
ML Fundamentals
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6]
DeepLearningAI Intermediate 4y ago
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7]
ML Fundamentals ⚡ AI Lesson
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7]
DeepLearningAI Intermediate 4y ago
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8]
ML Fundamentals
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8]
DeepLearningAI Intermediate 4y ago
#17 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 9]
ML Fundamentals
#17 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 9]
DeepLearningAI Intermediate 4y ago
#18 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 10]
ML Fundamentals ⚡ AI Lesson
#18 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 10]
DeepLearningAI Intermediate 4y ago
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11]
ML Fundamentals
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11]
DeepLearningAI Intermediate 4y ago
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13]
ML Fundamentals
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13]
DeepLearningAI Intermediate 4y ago
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12]
ML Fundamentals
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12]
DeepLearningAI Intermediate 4y ago
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]
ML Fundamentals
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]
DeepLearningAI Intermediate 4y ago
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