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
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Data Science and Artificial Intelligence: Earn a BSc at IIT Guwahati
ML Fundamentals
Data Science and Artificial Intelligence: Earn a BSc at IIT Guwahati
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Day 27: Advancement in NLP( Natural Langauge Processing) | Geek-O-Lympics 2023
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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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Polar artifacts in long-term AI-based atmospheric simulation
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Stable 5-month-long AI-based atmospheric simulation in minutes
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Stable 5-month-long AI-based atmospheric simulation in minutes
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Intro to KERAS 3 (KERAS core) for PyTorch & JAX
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Common mistakes while choosing coding career | Elevate Coding Malayalam
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Course: Machine Learning for Business Decision Optimization
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Do you HAVE to do a PhD to work with top-tier AI models/companies?
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
CS50 Beginner 2y ago
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
CS50 Beginner 2y ago
#35 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#35 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#34 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals
#34 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#30 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals
#30 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 2y ago
#28 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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]
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#25 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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#25 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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#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]
DeepLearningAI Beginner 2y ago
#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]
DeepLearningAI Beginner 2y ago
#18 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals
#18 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Intermediate 2y ago
#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]
DeepLearningAI Beginner 2y ago
#16 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#16 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Intermediate 2y ago
#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]
DeepLearningAI Beginner 2y ago
#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
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
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