Foundations

ML Fundamentals

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

12968
lessons
Stanford Webinar - Embrace the Future: Harnessing Water for Circular Economies
๐Ÿ“ ML Fundamentals
Stanford Webinar - Embrace the Future: Harnessing Water for Circular Economies
Stanford Online Beginner 1y ago
The Coursera effect #newcareer #careertok #jobtok #jobtips
๐Ÿ“ ML Fundamentals
The Coursera effect #newcareer #careertok #jobtok #jobtips
Coursera Beginner 1y ago
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
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
๐Ÿ“ ML Fundamentals
Vertex AI and AutoML
Google Cloud Beginner 1y ago
Tensor Processing Units (TPUs)
๐Ÿ“ ML Fundamentals
Tensor Processing Units (TPUs)
Google Cloud Beginner 1y ago
Should I shuffle samples with cross-validation?
๐Ÿ“ ML Fundamentals
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
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
Types Of Machine Learning Algorithms | Explained On Real World Examples | ML For Beginners
AI For Beginners Beginner 1y ago
Machine Learning Fails: Are You Making These Mistakes?
๐Ÿ“ ML Fundamentals
Machine Learning Fails: Are You Making These Mistakes?
Data Science Dojo Intermediate 1y ago
Reduce Overfitting ๐Ÿ‘€ Approach #1.5 ๐Ÿงฉ Diverse Data - Topic 160 #ai #ml
๐Ÿ“ ML Fundamentals
Reduce Overfitting ๐Ÿ‘€ Approach #1.5 ๐Ÿงฉ Diverse Data - Topic 160 #ai #ml
deeplizard Beginner 1y ago
Cost-sensitive learning in scikit-learn
๐Ÿ“ ML Fundamentals
Cost-sensitive learning in scikit-learn
DataSchool Beginner 1y ago
How CPUs do Out Of Order Operations - Computerphile
๐Ÿ“ ML Fundamentals
How CPUs do Out Of Order Operations - Computerphile
Computerphile Beginner 1y ago
The responsible use of generative AI in academic information security research
๐Ÿ“ ML Fundamentals
The responsible use of generative AI in academic information security research
SANS Institute Advanced 1y ago
Data Analytic's Secret Skill!
๐Ÿ“ ML Fundamentals
Data Analytic's Secret Skill!
codebasics Intermediate 1y ago
How to run PyTorch, TensorFlow, and JAX on your Mac (Apple Silicon)
๐Ÿ“ ML Fundamentals
How to run PyTorch, TensorFlow, and JAX on your Mac (Apple Silicon)
Underfitted Intermediate 1y ago
Which of these seven high-paying fields are you interested in?
๐Ÿ“ ML Fundamentals
Which of these seven high-paying fields are you interested in?
Coursera Beginner 1y ago
Simple steps to start machine learning!
๐Ÿ“ ML Fundamentals
Simple steps to start machine learning!
Sajjaad Khader Beginner 1y ago
In the vector space of all advice...
๐Ÿ“ ML Fundamentals
In the vector space of all advice...
3Blue1Brown Intermediate 1y ago
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
๐Ÿ“ ML Fundamentals
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
MLOps.community Advanced 1y ago
scikit-learn vs Deep Learning
๐Ÿ“ ML Fundamentals
scikit-learn vs Deep Learning
Data School Beginner 1y ago
The Dark Ages of the Cosmos | Crash Course Pods: The Universe #3
๐Ÿ“ ML Fundamentals
The Dark Ages of the Cosmos | Crash Course Pods: The Universe #3
CrashCourse Beginner 1y ago
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
๐Ÿ“ ML Fundamentals
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
Cohere Intermediate 1y ago
Technology, progress, and power
๐Ÿ“ ML Fundamentals
Technology, progress, and power
Saรฏd Business School, University of Oxford Intermediate 1y ago
AI vs. ML vs. DL vs. DS - Difference Explained | On Real World Examples | AI For Beginners
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
New course with Qualcomm: Introduction to On-Device AI
DeepLearningAI Beginner 1y ago
Data Scientist vs. AI Engineer
๐Ÿ“ ML Fundamentals
Data Scientist vs. AI Engineer
codebasics Intermediate 1y ago
Oxford MBA virtual information session Africa
๐Ÿ“ ML Fundamentals
Oxford MBA virtual information session Africa
Saรฏd Business School, University of Oxford Beginner 1y ago
OCW Learning Journeys: Michael's Story
๐Ÿ“ ML Fundamentals
OCW Learning Journeys: Michael's Story
MIT OpenCourseWare Beginner 1y ago
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
๐Ÿ“ ML Fundamentals
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial
edureka! Beginner 1y ago
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
๐Ÿ“ ML Fundamentals
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 1y ago
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
๐Ÿ“ ML Fundamentals
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 1y ago
Human Stories in AI: Tommy Tang
๐Ÿ“ ML Fundamentals
Human Stories in AI: Tommy Tang
StatQuest with Josh Starmer Beginner 1y ago
This phone trick is IMPOSSIBLE
๐Ÿ“ ML Fundamentals
This phone trick is IMPOSSIBLE
Veritasium Intermediate 1y ago
Unfavorable Incentives in Machine Learning Research - John Schulman (OpenAI Co-founder)
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
Upskill your org in ML/AI with Kaggle
Google for Developers Beginner 1y ago
Reduce Overfitting ๐Ÿ” Approach #1 โž• - Simple Solutions 101 ๐Ÿ”„ - Topic 159 #ai #ml
๐Ÿ“ ML Fundamentals
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
๐Ÿ“ ML Fundamentals
Spotting Overfitting in Metrics ๐Ÿ”Ž - Intro to Overfitting ๐Ÿ’ก - Topic 158 #ai #ml
deeplizard Beginner 1y ago
ESG is dead. Long live ESG.
๐Ÿ“ ML Fundamentals
ESG is dead. Long live ESG.
Saรฏd Business School, University of Oxford Intermediate 1y ago
What is Overfitting? โ“ - ML Basics for Beginners ๐Ÿ“š - Topic 157 #ai #ml
๐Ÿ“ ML Fundamentals
What is Overfitting? โ“ - ML Basics for Beginners ๐Ÿ“š - Topic 157 #ai #ml
deeplizard Beginner 1y ago
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
๐Ÿ“ ML Fundamentals
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
Coursera Beginner 1y ago
How to do guided projects?
๐Ÿ“ ML Fundamentals
How to do guided projects?
codebasics Intermediate 1y ago
Data Sets in ML for Beginners ๐Ÿ“š - Training to Testing Cycle ๐Ÿ”„ - Topic 156 #ai #ml
๐Ÿ“ ML Fundamentals
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
๐Ÿ“ ML Fundamentals
Lift Heavy, Live Healthy ๐Ÿ’ช Surprising Benefits of Weight Training with Mandy
deeplizard Beginner 1y ago
Real-Time AI Insights for Manufacturing
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
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!
๐Ÿ“ 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
๐Ÿ“ ML Fundamentals
Weight Updates When Testing? ๐Ÿงฎ - Last Step Before Production ๐Ÿ”ข - Topic 154 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Build Better Generative Adversarial Networks (GANs)
๐Ÿ“š Coursera Course โ†—
Self-paced
Build Better Generative Adversarial Networks (GANs)
Opens on Coursera โ†—
Machine Learning Fundamentals for Java Developers
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning Fundamentals for Java Developers
Opens on Coursera โ†—
Bayesian Statistics: Excel to Python A/B Testing
๐Ÿ“š Coursera Course โ†—
Self-paced
Bayesian Statistics: Excel to Python A/B Testing
Opens on Coursera โ†—
What is Product Lifecycle Management?
๐Ÿ“š Coursera Course โ†—
Self-paced
What is Product Lifecycle Management?
Opens on Coursera โ†—
Introduction to Generative AI - Bahasa Indonesia
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Generative AI - Bahasa Indonesia
Opens on Coursera โ†—
 Unsupervised Machine Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Unsupervised Machine Learning
Opens on Coursera โ†—