Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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lessons
Skills in this topic
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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 Mercari is using Gen AI to define the future of Japanese C2C e-commerce
ML Fundamentals
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
Weights & Biases Beginner 1y ago
Reduce Overfitting ๐Ÿ•ต๏ธโ€โ™‚๏ธ Approach #2 ๐ŸŽจ - Data Augmentation 101 ๐Ÿ”ข - Topic 161 #ai #ml
ML Fundamentals โšก AI Lesson
Reduce Overfitting ๐Ÿ•ต๏ธโ€โ™‚๏ธ Approach #2 ๐ŸŽจ - Data Augmentation 101 ๐Ÿ”ข - Topic 161 #ai #ml
deeplizard Beginner 1y ago
Vertex AI and AutoML
ML Fundamentals
Vertex AI and AutoML
Google Cloud Beginner 1y ago
Tensor Processing Units (TPUs)
ML Fundamentals
Tensor Processing Units (TPUs)
Google Cloud Beginner 1y ago
Should I shuffle samples with cross-validation?
ML Fundamentals โšก AI Lesson
Should I shuffle samples with cross-validation?
DataSchool Beginner 1y ago
How Iโ€™d learn Machine Learning & AI in 2024 (if I could start over) -- 7-step Roadmap
ML Fundamentals
How Iโ€™d learn Machine Learning & AI in 2024 (if I could start over) -- 7-step Roadmap
Infinite Codes Beginner 1y ago
Types Of Machine Learning Algorithms | Explained On Real World Examples | ML For Beginners
ML Fundamentals
Types Of Machine Learning Algorithms | Explained On Real World Examples | ML For Beginners
AI For Beginners Beginner 1y ago
Reduce Overfitting ๐Ÿ‘€ Approach #1.5 ๐Ÿงฉ Diverse Data - Topic 160 #ai #ml
ML Fundamentals โšก AI Lesson
Reduce Overfitting ๐Ÿ‘€ Approach #1.5 ๐Ÿงฉ Diverse Data - Topic 160 #ai #ml
deeplizard Beginner 1y ago
Cost-sensitive learning in scikit-learn
ML Fundamentals โšก AI Lesson
Cost-sensitive learning in scikit-learn
DataSchool Beginner 1y ago
Accelerate model deployment with Qualcomm AI Hub | BRKFP290
ML Fundamentals
Accelerate model deployment with Qualcomm AI Hub | BRKFP290
Microsoft Developer Beginner 1y ago
Which of these seven high-paying fields are you interested in?
ML Fundamentals
Which of these seven high-paying fields are you interested in?
Coursera Beginner 1y ago
Simple steps to start machine learning!
ML Fundamentals
Simple steps to start machine learning!
Sajjaad Khader Beginner 1y ago
scikit-learn vs Deep Learning
ML Fundamentals
scikit-learn vs Deep Learning
Data School Beginner 1y ago
AI vs. ML vs. DL vs. DS - Difference Explained | On Real World Examples | AI For Beginners
ML Fundamentals
AI vs. ML vs. DL vs. DS - Difference Explained | On Real World Examples | AI For Beginners
AI For Beginners Beginner 1y ago
New course with Qualcomm: Introduction to On-Device AI
ML Fundamentals
New course with Qualcomm: Introduction to On-Device AI
DeepLearningAI Beginner 1y ago
Oxford MBA virtual information session Africa
ML Fundamentals
Oxford MBA virtual information session Africa
Saรฏd Business School, University of Oxford Beginner 1y ago
OCW Learning Journeys: Michael's Story
ML Fundamentals
OCW Learning Journeys: Michael's Story
MIT OpenCourseWare Beginner 1y ago
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
ML Fundamentals
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
Coursera Beginner 1y ago
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
ML Fundamentals
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
edureka! Beginner 1y ago
Human Stories in AI: Tommy Tang
ML Fundamentals โšก AI Lesson
Human Stories in AI: Tommy Tang
StatQuest with Josh Starmer Beginner 1y ago
9 High Paying Jobs AI Can't Replace ๐Ÿ’ธ๐Ÿ’ก High Demand Jobs 2024 | Geeks for Geeks
ML Fundamentals
9 High Paying Jobs AI Can't Replace ๐Ÿ’ธ๐Ÿ’ก High Demand Jobs 2024 | Geeks for Geeks
GeeksforGeeks Beginner 1y ago
Unfavorable Incentives in Machine Learning Research - John Schulman (OpenAI Co-founder)
ML Fundamentals
Unfavorable Incentives in Machine Learning Research - John Schulman (OpenAI Co-founder)
Dwarkesh Patel Beginner 1y ago
Upskill your org in ML/AI with Kaggle
ML Fundamentals
Upskill your org in ML/AI with Kaggle
Google for Developers Beginner 1y ago
How do you predict python's future?
ML Fundamentals
How do you predict python's future?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Grey Nearing - Flood Casting at Google
ML Fundamentals
Grey Nearing - Flood Casting at Google
Cohere Beginner 1y ago
The limitless possibilities of on-device ML: From accessible toys to grading grapes
ML Fundamentals
The limitless possibilities of on-device ML: From accessible toys to grading grapes
Google for Developers Beginner 1y ago
Build intelligent apps with Python
ML Fundamentals
Build intelligent apps with Python
Microsoft Developer Beginner 1y ago
Kolmogorov-Arnold Networks: MLP vs KAN, Math, B-Splines, Universal Approximation Theorem
ML Fundamentals
Kolmogorov-Arnold Networks: MLP vs KAN, Math, B-Splines, Universal Approximation Theorem
Umar Jamil Beginner 1y ago
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
ML Fundamentals โšก AI Lesson
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
Underfitted Beginner 1y ago
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
ML Fundamentals
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
codebasics Beginner 1y ago
Data Science Live Stream! Kaggle LMSYS Chatbot Arena Challenge
ML Fundamentals โšก AI Lesson
Data Science Live Stream! Kaggle LMSYS Chatbot Arena Challenge
Rob Mulla Beginner 1y ago
OCW Learning Journeys: Jae-Min's Story #Chemistry #Thermodynamics #Physics #Science #MIT
ML Fundamentals
OCW Learning Journeys: Jae-Min's Story #Chemistry #Thermodynamics #Physics #Science #MIT
MIT OpenCourseWare Beginner 1y ago
Reduce Overfitting ๐Ÿ” Approach #1 โž• - Simple Solutions 101 ๐Ÿ”„ - Topic 159 #ai #ml
ML Fundamentals โšก AI Lesson
Reduce Overfitting ๐Ÿ” Approach #1 โž• - Simple Solutions 101 ๐Ÿ”„ - Topic 159 #ai #ml
deeplizard Beginner 1y ago
Spotting Overfitting in Metrics ๐Ÿ”Ž - Intro to Overfitting ๐Ÿ’ก - Topic 158 #ai #ml
ML Fundamentals โšก AI Lesson
Spotting Overfitting in Metrics ๐Ÿ”Ž - Intro to Overfitting ๐Ÿ’ก - Topic 158 #ai #ml
deeplizard Beginner 1y ago
What is Overfitting? โ“ - ML Basics for Beginners ๐Ÿ“š - Topic 157 #ai #ml
ML Fundamentals โšก AI Lesson
What is Overfitting? โ“ - ML Basics for Beginners ๐Ÿ“š - Topic 157 #ai #ml
deeplizard Beginner 1y ago
Data Sets in ML for Beginners ๐Ÿ“š - Training to Testing Cycle ๐Ÿ”„ - Topic 156 #ai #ml
ML Fundamentals โšก AI Lesson
Data Sets in ML for Beginners ๐Ÿ“š - Training to Testing Cycle ๐Ÿ”„ - Topic 156 #ai #ml
deeplizard Beginner 1y ago
Lift Heavy, Live Healthy ๐Ÿ’ช Surprising Benefits of Weight Training with Mandy
ML Fundamentals โšก AI Lesson
Lift Heavy, Live Healthy ๐Ÿ’ช Surprising Benefits of Weight Training with Mandy
deeplizard Beginner 1y ago
Real-Time AI Insights for Manufacturing
ML Fundamentals
Real-Time AI Insights for Manufacturing
Google Cloud Beginner 1y ago
Test Set: The Final Check ๐ŸŽฏ - Deep Learning Beginner ๐Ÿš€ - Topic 155 #ai #ml
ML Fundamentals โšก AI Lesson
Test Set: The Final Check ๐ŸŽฏ - Deep Learning Beginner ๐Ÿš€ - Topic 155 #ai #ml
deeplizard Beginner 1y ago
Artificial Intelligence Explained In Simple Words | What Is AI? | Explained On A Real World Example!
ML Fundamentals
Artificial Intelligence Explained In Simple Words | What Is AI? | Explained On A Real World Example!
AI For Beginners Beginner 1y ago
Weight Updates When Testing? ๐Ÿงฎ - Last Step Before Production ๐Ÿ”ข - Topic 154 #ai #ml
ML Fundamentals โšก AI Lesson
Weight Updates When Testing? ๐Ÿงฎ - Last Step Before Production ๐Ÿ”ข - Topic 154 #ai #ml
deeplizard Beginner 1y ago
Validation Set - What's the point? ๐Ÿ“ˆ - Deep Learning Beginner ๐Ÿ” - Topic 153 #ai #ml
ML Fundamentals โšก AI Lesson
Validation Set - What's the point? ๐Ÿ“ˆ - Deep Learning Beginner ๐Ÿ” - Topic 153 #ai #ml
deeplizard Beginner 1y ago
Overfitting: Training vs Validation ๐Ÿšซ - Deep Learning Beginner ๐Ÿ“‰ - Topic 152 #ai #ml
ML Fundamentals โšก AI Lesson
Overfitting: Training vs Validation ๐Ÿšซ - Deep Learning Beginner ๐Ÿ“‰ - Topic 152 #ai #ml
deeplizard Beginner 1y ago
Validation Set: Unbiased Evaluation โ“ - Ensuring Model Quality ๐ŸŽš๏ธ - Topic 151 #ai #ml
ML Fundamentals โšก AI Lesson
Validation Set: Unbiased Evaluation โ“ - Ensuring Model Quality ๐ŸŽš๏ธ - Topic 151 #ai #ml
deeplizard Beginner 1y ago
Validating for Generalization ๐Ÿ”„ - Beyond Training ๐Ÿ” - Topic 150 #ai #ml
ML Fundamentals โšก AI Lesson
Validating for Generalization ๐Ÿ”„ - Beyond Training ๐Ÿ” - Topic 150 #ai #ml
deeplizard Beginner 1y ago
Sitting Too Much? ๐Ÿ‘ฉโ€๐Ÿ’ป Strengthen Your Glutes ๐Ÿ‘ Cable Pull-Throughs with Mandy
ML Fundamentals โšก AI Lesson
Sitting Too Much? ๐Ÿ‘ฉโ€๐Ÿ’ป Strengthen Your Glutes ๐Ÿ‘ Cable Pull-Throughs with Mandy
deeplizard Beginner 1y ago
Training Set: The Learning Ground ๐Ÿงฌ - Neural Networks 101 ๐Ÿ“˜ - Topic 149 #ai #ml
ML Fundamentals โšก AI Lesson
Training Set: The Learning Ground ๐Ÿงฌ - Neural Networks 101 ๐Ÿ“˜ - Topic 149 #ai #ml
deeplizard Beginner 1y ago
Splitting Data: 3 Key Sets ๐Ÿ”ข - Intro to Sets in ML ๐Ÿ“ - Topic 148 #ai #ml
ML Fundamentals โšก AI Lesson
Splitting Data: 3 Key Sets ๐Ÿ”ข - Intro to Sets in ML ๐Ÿ“ - Topic 148 #ai #ml
deeplizard Beginner 1y ago
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