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
#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
Look At the Brighter Side- Motivational Story To Keep You Focussed
ML Fundamentals
Look At the Brighter Side- Motivational Story To Keep You Focussed
Krish Naik Intermediate 4y ago
Square & Multiply Algorithm - Computerphile
ML Fundamentals ⚡ AI Lesson
Square & Multiply Algorithm - Computerphile
Computerphile Intermediate 4y ago
Live Q&A-Ask Anything Related To Data Science
ML Fundamentals
Live Q&A-Ask Anything Related To Data Science
Krish Naik Intermediate 4y ago
The Youth of Africa: A Melting Pot
ML Fundamentals
The Youth of Africa: A Melting Pot
Saïd Business School, University of Oxford Intermediate 4y ago
The Power of Doubt & the Rise of Trust - Summary
ML Fundamentals
The Power of Doubt & the Rise of Trust - Summary
Saïd Business School, University of Oxford Intermediate 4y ago
SageMaker Friday episode 1 - How to build, train and deploy and a machine learning model easily
ML Fundamentals
SageMaker Friday episode 1 - How to build, train and deploy and a machine learning model easily
AWS Developers Intermediate 4y ago
Move data archives to AWS to lower costs and gain new insights - AWS Online Tech Talks
ML Fundamentals
Move data archives to AWS to lower costs and gain new insights - AWS Online Tech Talks
AWS Developers 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
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15]
ML Fundamentals ⚡ AI Lesson
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15]
DeepLearningAI Intermediate 4y ago
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16]
ML Fundamentals
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16]
DeepLearningAI Intermediate 4y ago
#25 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#25 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 4y ago
#26 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3 Lesson 2]
ML Fundamentals
#26 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3 Lesson 2]
DeepLearningAI Intermediate 4y ago
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3]
ML Fundamentals
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3]
DeepLearningAI Intermediate 4y ago
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4]
ML Fundamentals
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 4y ago
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5]
ML Fundamentals
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5]
DeepLearningAI Intermediate 4y ago
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
ML Fundamentals ⚡ AI Lesson
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
DeepLearningAI Intermediate 4y ago
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
ML Fundamentals ⚡ AI Lesson
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
DeepLearningAI Intermediate 4y ago
#32 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 8]
ML Fundamentals
#32 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 8]
DeepLearningAI Intermediate 4y ago
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
ML Fundamentals ⚡ AI Lesson
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
DeepLearningAI Intermediate 4y ago
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10]
ML Fundamentals
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10]
DeepLearningAI Intermediate 4y ago
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11]
ML Fundamentals
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11]
DeepLearningAI Intermediate 4y ago
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13]
ML Fundamentals
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13]
DeepLearningAI Intermediate 4y ago
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
ML Fundamentals ⚡ AI Lesson
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
DeepLearningAI Intermediate 4y ago
#39 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 15]
ML Fundamentals
#39 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 15]
DeepLearningAI Intermediate 4y ago
#40 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 16]
ML Fundamentals
#40 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 16]
DeepLearningAI Intermediate 4y ago
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 4y ago
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
ML Fundamentals
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
DeepLearningAI Intermediate 4y ago
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7]
ML Fundamentals
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7]
DeepLearningAI Intermediate 4y ago
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6]
ML Fundamentals
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6]
DeepLearningAI Intermediate 4y ago
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]
ML Fundamentals
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]
DeepLearningAI Intermediate 4y ago
#4 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 4]
ML Fundamentals
#4 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI Intermediate 4y ago
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Intermediate 4y ago
#2 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals ⚡ AI Lesson
#2 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Intermediate 4y ago
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Intermediate 4y ago
#BeADeepLearner like Tim Steves with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Tim Steves with DeepLearning.AI
DeepLearningAI Intermediate 4y ago
#BeADeepLearner like Macit Giray Gokirmak with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Macit Giray Gokirmak with DeepLearning.AI
DeepLearningAI Intermediate 4y ago
Are Software Engineering Jobs Roles More Than Data Science/AI?
ML Fundamentals
Are Software Engineering Jobs Roles More Than Data Science/AI?
Krish Naik Intermediate 4y ago
Data Science Is A Process And Not Just Model Buidling
ML Fundamentals
Data Science Is A Process And Not Just Model Buidling
Krish Naik Intermediate 4y ago
Sharing My Experience As A TEDx Speaker
ML Fundamentals
Sharing My Experience As A TEDx Speaker
Krish Naik Intermediate 4y ago
AIML for startup - AWS Online Tech Talks
ML Fundamentals
AIML for startup - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Now You Can Earn From @iNeuroniNtelligence
ML Fundamentals
Now You Can Earn From @iNeuroniNtelligence
Krish Naik Intermediate 4y ago
4 Evergreen Job Profiles In IT Companies- Part 1
ML Fundamentals
4 Evergreen Job Profiles In IT Companies- Part 1
Krish Naik Intermediate 4y ago
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Databricks Associate Developer: Apache Spark with Python
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Ethical Issues in Data Science
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A Crash Course in Data Science
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Introduction to Generative AI - Português Brasileiro
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Introduction to Generative AI - Português Brasileiro
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Introduction to Machine Learning: Unsupervised Learning
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Introduction to Machine Learning: Unsupervised Learning
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