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
OCW Learning Journeys: Michael's Story
ML Fundamentals
OCW Learning Journeys: Michael's Story
MIT OpenCourseWare Beginner 1y ago
What is Overfitting? ❓ - ML Basics for Beginners 📚 - Topic 157 #ai #ml
ML Fundamentals ⚡ AI Lesson
What is Overfitting? ❓ - ML Basics for Beginners 📚 - 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
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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
Human Stories in AI: Tommy Tang
StatQuest with Josh Starmer Beginner 1y ago
Data Sets in ML for Beginners 📚 - Training to Testing Cycle 🔄 - Topic 156 #ai #ml
ML Fundamentals ⚡ AI Lesson
Data Sets in ML for Beginners 📚 - Training to Testing Cycle 🔄 - Topic 156 #ai #ml
deeplizard Beginner 1y ago
9 High Paying Jobs AI Can't Replace 💸💡 High Demand Jobs 2024 | Geeks for Geeks
ML Fundamentals
9 High Paying Jobs AI Can't Replace 💸💡 High Demand Jobs 2024 | Geeks for Geeks
GeeksforGeeks Beginner 2y ago
Real-Time AI Insights for Manufacturing
ML Fundamentals
Real-Time AI Insights for Manufacturing
Google Cloud Beginner 2y 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 2y 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 2y ago
Upskill your org in ML/AI with Kaggle
ML Fundamentals
Upskill your org in ML/AI with Kaggle
Google for Developers Beginner 2y ago
How do you predict python's future?
ML Fundamentals
How do you predict python's future?
Entri Coding മലയാളം Beginner 2y ago
Grey Nearing - Flood Casting at Google
ML Fundamentals
Grey Nearing - Flood Casting at Google
Cohere Beginner 2y 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 2y ago
Build intelligent apps with Python
ML Fundamentals
Build intelligent apps with Python
Microsoft Developer Beginner 2y 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 2y ago
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
ML Fundamentals ⚡ AI Lesson
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
Underfitted Beginner 2y ago
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
ML Fundamentals ⚡ AI Lesson
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
codebasics Beginner 2y ago
Data Science Live Stream! Kaggle LMSYS Chatbot Arena Challenge
ML Fundamentals ⚡ AI Lesson
Data Science Live Stream! Kaggle LMSYS Chatbot Arena Challenge
Rob Mulla Beginner 2y 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 2y ago
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
ML Fundamentals
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
MLOps.community Intermediate 2y ago
Comment down your favourite term in coding.✌️
ML Fundamentals
Comment down your favourite term in coding.✌️
Entri Coding മലയാളം Beginner 2y ago
Stanford CS236: Deep Generative Models I 2023 I Lecture 4 - Maximum Likelihood Learning
ML Fundamentals ⚡ AI Lesson
Stanford CS236: Deep Generative Models I 2023 I Lecture 4 - Maximum Likelihood Learning
Stanford Online Beginner 2y ago
The Most Important Integral in Data Science
ML Fundamentals
The Most Important Integral in Data Science
ritvikmath Beginner 2y ago
Deep Learning Course for Beginners
ML Fundamentals ⚡ AI Lesson
Deep Learning Course for Beginners
freeCodeCamp.org Beginner 2y ago
New course with Hugging Face: Quantization in Depth 🤗
ML Fundamentals
New course with Hugging Face: Quantization in Depth 🤗
DeepLearningAI Advanced 2y ago
5 Highest Paying Job Profile in Data Science
ML Fundamentals
5 Highest Paying Job Profile in Data Science
Analytics Vidhya Intermediate 2y ago
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
ML Fundamentals ⚡ AI Lesson
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
MLOps.community Intermediate 2y ago
How to Build Data Pipelines for ML Projects (w/ Python Code)
ML Fundamentals ⚡ AI Lesson
How to Build Data Pipelines for ML Projects (w/ Python Code)
Shaw Talebi Beginner 2y ago
Lift Heavy, Live Healthy 💪 Surprising Benefits of Weight Training with Mandy
ML Fundamentals ⚡ AI Lesson
Lift Heavy, Live Healthy 💪 Surprising Benefits of Weight Training with Mandy
deeplizard Beginner 2y ago
Test Set: The Final Check 🎯 - Deep Learning Beginner 🚀 - Topic 155 #ai #ml
ML Fundamentals ⚡ AI Lesson
Test Set: The Final Check 🎯 - Deep Learning Beginner 🚀 - Topic 155 #ai #ml
deeplizard Beginner 2y ago
Weight Updates When Testing? 🧮 - Last Step Before Production 🔢 - Topic 154 #ai #ml
ML Fundamentals ⚡ AI Lesson
Weight Updates When Testing? 🧮 - Last Step Before Production 🔢 - Topic 154 #ai #ml
deeplizard Beginner 2y ago
Validation Set - What's the point? 📈 - Deep Learning Beginner 🔍 - Topic 153 #ai #ml
ML Fundamentals ⚡ AI Lesson
Validation Set - What's the point? 📈 - Deep Learning Beginner 🔍 - Topic 153 #ai #ml
deeplizard Beginner 2y ago
Overfitting: Training vs Validation 🚫 - Deep Learning Beginner 📉 - Topic 152 #ai #ml
ML Fundamentals ⚡ AI Lesson
Overfitting: Training vs Validation 🚫 - Deep Learning Beginner 📉 - Topic 152 #ai #ml
deeplizard Beginner 2y ago
Validation Set: Unbiased Evaluation ❓ - Ensuring Model Quality 🎚️ - Topic 151 #ai #ml
ML Fundamentals ⚡ AI Lesson
Validation Set: Unbiased Evaluation ❓ - Ensuring Model Quality 🎚️ - Topic 151 #ai #ml
deeplizard Beginner 2y ago
Validating for Generalization 🔄 - Beyond Training 🔍 - Topic 150 #ai #ml
ML Fundamentals ⚡ AI Lesson
Validating for Generalization 🔄 - Beyond Training 🔍 - Topic 150 #ai #ml
deeplizard Beginner 2y ago
Sitting Too Much? 👩‍💻 Strengthen Your Glutes 🍑 Cable Pull-Throughs with Mandy
ML Fundamentals ⚡ AI Lesson
Sitting Too Much? 👩‍💻 Strengthen Your Glutes 🍑 Cable Pull-Throughs with Mandy
deeplizard Beginner 2y ago
Training Set: The Learning Ground 🧬 - Neural Networks 101 📘 - Topic 149 #ai #ml
ML Fundamentals ⚡ AI Lesson
Training Set: The Learning Ground 🧬 - Neural Networks 101 📘 - Topic 149 #ai #ml
deeplizard Beginner 2y ago
Splitting Data: 3 Key Sets 🔢 - Intro to Sets in ML 📏 - Topic 148 #ai #ml
ML Fundamentals ⚡ AI Lesson
Splitting Data: 3 Key Sets 🔢 - Intro to Sets in ML 📏 - Topic 148 #ai #ml
deeplizard Beginner 2y ago
Training, Validation, Testing 📊 - Neural Network Basics 📘 - Topic 147 #ai #ml
ML Fundamentals ⚡ AI Lesson
Training, Validation, Testing 📊 - Neural Network Basics 📘 - Topic 147 #ai #ml
deeplizard Beginner 2y ago
Total Network Learnable Parameters 📈 - Beginner Example 🧮 - Topic 146 #ai #ml
ML Fundamentals ⚡ AI Lesson
Total Network Learnable Parameters 📈 - Beginner Example 🧮 - Topic 146 #ai #ml
deeplizard Beginner 2y ago
This AI will Change your life!
ML Fundamentals
This AI will Change your life!
Entri Coding മലയാളം Beginner 2y ago
Summing Network Params 🧮 - Beginners' Guide to Totaling 🔍 - Topic 145 #ai #ml
ML Fundamentals ⚡ AI Lesson
Summing Network Params 🧮 - Beginners' Guide to Totaling 🔍 - Topic 145 #ai #ml
deeplizard Beginner 2y ago
Input Layer Learnable Parameter Count? 🚫 - Network Basics 📘 - Topic 144 #ai #ml
ML Fundamentals ⚡ AI Lesson
Input Layer Learnable Parameter Count? 🚫 - Network Basics 📘 - Topic 144 #ai #ml
deeplizard Beginner 2y ago
Deadlifts Make Everyday Tasks Easier - Gaining Functional Strength with Mandy 💪
ML Fundamentals ⚡ AI Lesson
Deadlifts Make Everyday Tasks Easier - Gaining Functional Strength with Mandy 💪
deeplizard Beginner 2y ago
Hidden Layer Learnable Parameters 🔗 - Beginner's Guide 🔢 - Topic 143 #ai #ml
ML Fundamentals ⚡ AI Lesson
Hidden Layer Learnable Parameters 🔗 - Beginner's Guide 🔢 - Topic 143 #ai #ml
deeplizard Beginner 2y ago
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AI Workflow: Enterprise Model Deployment
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AI Workflow: Enterprise Model Deployment
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Integral Calculus & The Fundamental Theorem
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Integral Calculus & The Fundamental Theorem
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AWS: Machine Learning & MLOps Foundations
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AWS: Machine Learning & MLOps Foundations
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Le Derivate: come si calcolano
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Self-paced
Le Derivate: come si calcolano
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Diabetes Prediction With Pyspark MLLIB
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Self-paced
Diabetes Prediction With Pyspark MLLIB
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Remote Sensing Image Acquisition, Analysis and Applications
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Remote Sensing Image Acquisition, Analysis and Applications
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