Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Introduction to model ensembling
ML Fundamentals โšก AI Lesson
Introduction to model ensembling
DataSchool Beginner 1y ago
How to use AI ๐Ÿง‘โ€๐Ÿ’ปto get your Dream Job ๐Ÿ’ธ| Artificial Intelligence | Software Developer Jobs | GFG
ML Fundamentals
How to use AI ๐Ÿง‘โ€๐Ÿ’ปto get your Dream Job ๐Ÿ’ธ| Artificial Intelligence | Software Developer Jobs | GFG
GeeksforGeeks Beginner 1y ago
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
ML Fundamentals โšก AI Lesson
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
AI Researcher Beginner 1y ago
Less Complexity, Less Overfitting ๐Ÿ“‰ - Simple Models for Starters ๐ŸŒŸ - Topic 162 #ai #ml
ML Fundamentals โšก AI Lesson
Less Complexity, Less Overfitting ๐Ÿ“‰ - Simple Models for Starters ๐ŸŒŸ - Topic 162 #ai #ml
deeplizard Beginner 1y ago
CEO Jeff Maggioncalda has a unique view of whatโ€™s happening around the world.
ML Fundamentals
CEO Jeff Maggioncalda has a unique view of whatโ€™s happening around the world.
Coursera Beginner 1y ago
League of Legends Win Prediction - Python Machine Learning
ML Fundamentals โšก AI Lesson
League of Legends Win Prediction - Python Machine Learning
NeuralNine Beginner 1y ago
Desk Break Pause Squats for Functional Bodies with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ
ML Fundamentals โšก AI Lesson
Desk Break Pause Squats for Functional Bodies with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ
deeplizard Beginner 1y ago
Human x Machine: From Models to Products
ML Fundamentals
Human x Machine: From Models to Products
Weights & Biases Intermediate 1y ago
The Coursera effect #newcareer #careertok #jobtok #jobtips
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
ML Fundamentals
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
Weights & Biases 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
Machine Learning Fails: Are You Making These Mistakes?
ML Fundamentals
Machine Learning Fails: Are You Making These Mistakes?
Data Science Dojo Intermediate 1y ago
The responsible use of generative AI in academic information security research
ML Fundamentals โšก AI Lesson
The responsible use of generative AI in academic information security research
SANS Institute Advanced 1y ago
How to run PyTorch, TensorFlow, and JAX on your Mac (Apple Silicon)
ML Fundamentals
How to run PyTorch, TensorFlow, and JAX on your Mac (Apple Silicon)
Underfitted Intermediate 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
Simple steps to start machine learning!
ML Fundamentals
Simple steps to start machine learning!
Sajjaad Khader Beginner 1y ago
In the vector space of all advice...
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
ML Fundamentals โšก AI Lesson
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
MLOps.community Advanced 1y ago
scikit-learn vs Deep Learning
ML Fundamentals
scikit-learn vs Deep Learning
Data School Beginner 1y ago
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
ML Fundamentals โšก AI Lesson
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
Cohere Intermediate 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
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
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
ML Fundamentals โšก AI Lesson
#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
ML Fundamentals โšก AI Lesson
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
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
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
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
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
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
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
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
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Face Recognition with Keras: Detect & Classify
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Face Recognition with Keras: Detect & Classify
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AI for Healthcare
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AI for Healthcare
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Introduction to Calculus
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Introduction to Calculus
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Deploy and Scale AI Models with Cloud Run
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Deploy and Scale AI Models with Cloud Run
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AI Applications in Marketing and Finance
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AI Applications in Marketing and Finance
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