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
#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
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
How Data Science Works
ML Fundamentals ⚡ AI Lesson
How Data Science Works
Brandon Rohrer Intermediate 4y ago
WHERE NNFS?! Signed 3090 & Upcoming Content
ML Fundamentals
WHERE NNFS?! Signed 3090 & Upcoming Content
sentdex 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 ⚡ AI Lesson
#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 ⚡ AI Lesson
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
Extract Health Data - Amazon Comprehend Medical - AWS Online Tech Talks
ML Fundamentals
Extract Health Data - Amazon Comprehend Medical - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
3D Prinitng Demo To Create Drone Components🔥🔥🔥🔥🔥
ML Fundamentals
3D Prinitng Demo To Create Drone Components🔥🔥🔥🔥🔥
Krish Naik Intermediate 4y ago
The Power of Doubt & the Rise of Trust
ML Fundamentals
The Power of Doubt & the Rise of Trust
Saïd Business School, University of Oxford Intermediate 4y ago
Motivational Stories From iNeuron Meet Up
ML Fundamentals
Motivational Stories From iNeuron Meet Up
Krish Naik Intermediate 4y ago
Live Podcast On Blockchain With @Telusko
ML Fundamentals
Live Podcast On Blockchain With @Telusko
Krish Naik Intermediate 4y ago
A view from the top - Alex Gorsky in conversation with Sue Dopson
ML Fundamentals
A view from the top - Alex Gorsky in conversation with Sue Dopson
Saïd Business School, University of Oxford Intermediate 4y ago
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