Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
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Manipulate vectors and matrices
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Train decision trees, random forests, and neural nets
Unsupervised Learning
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Apply k-means and DBSCAN clustering
ML Pipelines
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Engineer features and handle missing data
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Time to start your summer ✨learning✨ list!
ML Fundamentals
Time to start your summer ✨learning✨ list!
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#37 AI for Good Specialization [Course 1, Week 3, Lesson 2]
ML Fundamentals
#37 AI for Good Specialization [Course 1, Week 3, Lesson 2]
DeepLearningAI Beginner 2y ago
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ML Fundamentals
#36 AI for Good Specialization [Course 1, Week 3, Lesson 2]
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ML Fundamentals
Polar artifacts in long-term AI-based atmospheric simulation
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ML Fundamentals
Stable 5-month-long AI-based atmospheric simulation in minutes
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ML Fundamentals
Intro to KERAS 3 (KERAS core) for PyTorch & JAX
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ML Fundamentals ⚡ AI Lesson
Common mistakes while choosing coding career | Elevate Coding Malayalam
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
Do you HAVE to do a PhD to work with top-tier AI models/companies?
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Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
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Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
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ML Fundamentals ⚡ AI Lesson
Andrew Ng's Secret to Mastering Machine Learning - Part 2 #shorts
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ML Fundamentals ⚡ AI Lesson
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ML Fundamentals
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ML Fundamentals
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ML Fundamentals
Jovan Stojanovic Machine learning with dirty tables: encoding, joining and deduplicating
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ML Fundamentals
Luciano Resende, Felipe Barros Elyra an AI development workspace based on Jupyter Notebooks
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ML Fundamentals
#28 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#27 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#27 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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#26 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#26 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#25 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals ⚡ AI Lesson
#25 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#24 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#24 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#23 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#23 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#22 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#22 AI for Good Specialization [Course 1, Week 1, Lesson 1]
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#21 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#21 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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#20 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#20 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Beginner 2y ago
#19 AI for Good Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#19 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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#17 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#17 AI for Good Specialization [Course 1, Week 2, Lesson 1]
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#15 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#15 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 2y ago
#14 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals
#14 AI for Good Specialization [Course 1, Week 2, Lesson 1]
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#13 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals
#13 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 2y ago
#12 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals
#12 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 2y ago
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 2y ago
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals ⚡ AI Lesson
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Beginner 2y ago
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Beginner 2y ago
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#7 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#7 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#6 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#6 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
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ML Fundamentals
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
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ML Fundamentals
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
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ML Fundamentals
Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
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ML Fundamentals
Search - Lecture 0 - CS50's Introduction to Artificial Intelligence with Python 2020
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ML Fundamentals ⚡ AI Lesson
Matthew Elliott Jupyter as a Brain Computer Interface | JupyterCon 2023
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ML Fundamentals ⚡ AI Lesson
Pierre Olivier Vallès Jupyter notebooks for education: Computational thinking in practice | Jupyt
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ML Fundamentals
Loïc Estève Leveraging the Jupyter ecosystem to create and run the "Machine Learning in Python w
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