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
KAIST XAI Tutorial 2024 | Model Behavior with Concept-based Explanations | M.Dreyer (Fraunhofer HHI)
ML Fundamentals
KAIST XAI Tutorial 2024 | Model Behavior with Concept-based Explanations | M.Dreyer (Fraunhofer HHI)
XAI Open Beginner 1y ago
Inside Databricks: Engineering innovation with Michael Armbrust
ML Fundamentals
Inside Databricks: Engineering innovation with Michael Armbrust
Databricks Beginner 1y ago
Dense Layer Efficiency Hints at Conv Layer๐Ÿ“ - Local Pixel Grouping ๐Ÿ” - Topic 227 #ai #ml
ML Fundamentals
Dense Layer Efficiency Hints at Conv Layer๐Ÿ“ - Local Pixel Grouping ๐Ÿ” - Topic 227 #ai #ml
deeplizard Beginner 1y ago
Career Spotlight: Supply Chain Analyst
ML Fundamentals
Career Spotlight: Supply Chain Analyst
Coursera Beginner 1y ago
Unilever transforms operations with GenAI using the Databricks Data Intelligence Platform
ML Fundamentals
Unilever transforms operations with GenAI using the Databricks Data Intelligence Platform
Databricks Beginner 1y ago
Apache Spark in 100 Seconds
ML Fundamentals
Apache Spark in 100 Seconds
Fireship Beginner 1y ago
Grouping Pixels for Efficient Processing ๐Ÿงฑ - Imagining Better NN Inputs ๐Ÿš€ - Topic 226 #ai #ml
ML Fundamentals
Grouping Pixels for Efficient Processing ๐Ÿงฑ - Imagining Better NN Inputs ๐Ÿš€ - Topic 226 #ai #ml
deeplizard Beginner 1y ago
AWS Console-to-Code: From Clicks to Infrastructure Code in Seconds
ML Fundamentals
AWS Console-to-Code: From Clicks to Infrastructure Code in Seconds
AWS Developers Beginner 1y ago
Learn Machine Learning Like a GENIUS and Not Waste Time
15:03
ML Fundamentals
Learn Machine Learning Like a GENIUS and Not Waste Time
Infinite Codes Beginner 1y ago
Resume Project Challenge #13 #codebasics #resumeprojectchallenge #dataproject #data  #shorts
ML Fundamentals
Resume Project Challenge #13 #codebasics #resumeprojectchallenge #dataproject #data #shorts
codebasics Beginner 1y ago
What's the JOB of a Generative AI Engineer?
ML Fundamentals
What's the JOB of a Generative AI Engineer?
Analytics Vidhya Beginner 1y ago
Data Science before low code tools #knime #lowcode #datascience
ML Fundamentals
Data Science before low code tools #knime #lowcode #datascience
DataCamp Beginner 1y ago
Up-skilling in data with low code tools #knime #lowcode
ML Fundamentals
Up-skilling in data with low code tools #knime #lowcode
DataCamp Beginner 1y ago
Illinois Tech MOOC Webinar 11.7.24.
ML Fundamentals
Illinois Tech MOOC Webinar 11.7.24.
Coursera Beginner 1y ago
Flash Attention derived and coded from first principles with Triton (Python)
ML Fundamentals
Flash Attention derived and coded from first principles with Triton (Python)
Umar Jamil Beginner 1y ago
A bizarre probability fact
ML Fundamentals
A bizarre probability fact
3Blue1Brown Beginner 1y ago
Modern CPUs Assign Registers To Speed Up Your Code - Computerphile
ML Fundamentals
Modern CPUs Assign Registers To Speed Up Your Code - Computerphile
Computerphile Beginner 1y ago
What's the Real Reason Behind Slow Website Load Times?  | Software Testing | Entri |
ML Fundamentals
What's the Real Reason Behind Slow Website Load Times? | Software Testing | Entri |
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Can AI replace software engineering jobs?
ML Fundamentals
Can AI replace software engineering jobs?
GeeksforGeeks Beginner 1y ago
ml5.js - Friendly machine learning for the web
ML Fundamentals
ml5.js - Friendly machine learning for the web
Chrome for Developers Beginner 1y ago
Insurance Premium Prediction - Machine Learning Python Project
ML Fundamentals
Insurance Premium Prediction - Machine Learning Python Project
NeuralNine Beginner 1y ago
Deep Learning Explained
ML Fundamentals
Deep Learning Explained
365 Data Science Beginner 1y ago
Normalization and Standardization | Why to Scale the Features? | ML Basics
ML Fundamentals
Normalization and Standardization | Why to Scale the Features? | ML Basics
AI For Beginners Beginner 1y ago
How to Actually Use Cost Effective AI in Your Business
ML Fundamentals
How to Actually Use Cost Effective AI in Your Business
MLOps.community Beginner 1y ago
How to Break Into Data Engineering  #dataengineeringessentials #dataengineering
ML Fundamentals
How to Break Into Data Engineering #dataengineeringessentials #dataengineering
DeepLearningAI Beginner 1y ago
AI Foundations Course โ€“ Python, Machine Learning, Deep Learning, Data Science
ML Fundamentals
AI Foundations Course โ€“ Python, Machine Learning, Deep Learning, Data Science
freeCodeCamp.org Beginner 1y ago
Why Your Coding Degree Isn't Enough (And What You Need to Do)
ML Fundamentals
Why Your Coding Degree Isn't Enough (And What You Need to Do)
Jean Lee Beginner 1y ago
Graphs and ML for Robotics
ML Fundamentals
Graphs and ML for Robotics
Data Skeptic Beginner 1y ago
The EU AI Act: Navigating New Legislation // Podcast #271
ML Fundamentals
The EU AI Act: Navigating New Legislation // Podcast #271
MLOps.community Beginner 1y ago
Huberman Labs now Dubbing with ElevenLabs
ML Fundamentals
Huberman Labs now Dubbing with ElevenLabs
ElevenLabs Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Number of Projects on a Data Analyst Resume.#codebasics #shorts #dataanalyst
ML Fundamentals
Number of Projects on a Data Analyst Resume.#codebasics #shorts #dataanalyst
codebasics Beginner 1y ago
Machine learning makes BANK ๐Ÿ’ฐ๐Ÿค‘
ML Fundamentals
Machine learning makes BANK ๐Ÿ’ฐ๐Ÿค‘
Sajjaad Khader Beginner 1y ago
15 Machine Learning Lessons I Wish I Knew Earlier
ML Fundamentals
15 Machine Learning Lessons I Wish I Knew Earlier
Infinite Codes Beginner 1y ago
Recursive Ray Tracing - Computerphile
ML Fundamentals
Recursive Ray Tracing - Computerphile
Computerphile Beginner 1y ago
Automate Unity Catalog Upgrade with UCX Part 1: Overview
ML Fundamentals
Automate Unity Catalog Upgrade with UCX Part 1: Overview
Databricks Beginner 1y ago
Dropout: A Recall in Image Processing Context ๐Ÿ’ง - Reducing Connections ๐Ÿ–‡๏ธ - Topic 225 #ai #ml
ML Fundamentals
Dropout: A Recall in Image Processing Context ๐Ÿ’ง - Reducing Connections ๐Ÿ–‡๏ธ - Topic 225 #ai #ml
deeplizard Beginner 1y ago
How Low-Code Empowers Collaboration with Michael Berthold, CEO and Co-Founder of KNIME
ML Fundamentals
How Low-Code Empowers Collaboration with Michael Berthold, CEO and Co-Founder of KNIME
DataCamp Beginner 1y ago
#261 Low Code Data Science | Michael Berthold, CEO and Co-Founder of KNIME
ML Fundamentals
#261 Low Code Data Science | Michael Berthold, CEO and Co-Founder of KNIME
DataCamp Beginner 1y ago
Stick Bugs! How They Hide, Regrow, and Thrive ๐Ÿƒ Nature Break with Mandy
ML Fundamentals
Stick Bugs! How They Hide, Regrow, and Thrive ๐Ÿƒ Nature Break with Mandy
deeplizard Beginner 1y ago
Bench Press Safely and Build Strength with Mandy ๐Ÿ’ช
ML Fundamentals
Bench Press Safely and Build Strength with Mandy ๐Ÿ’ช
deeplizard Beginner 1y ago
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
ML Fundamentals
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
deeplizard Beginner 1y ago
Fully Connected Layers & Image Data ๐Ÿ–ผ๏ธ - Two Key Points ๐Ÿ”„ - Topic 223 #ai #ml
ML Fundamentals
Fully Connected Layers & Image Data ๐Ÿ–ผ๏ธ - Two Key Points ๐Ÿ”„ - Topic 223 #ai #ml
deeplizard Beginner 1y ago
Information Provided by Single Pixels? โ“๐Ÿšง - Deep Learning Beginner ๐Ÿ—๏ธ - Topic 222 #ai #ml
ML Fundamentals
Information Provided by Single Pixels? โ“๐Ÿšง - Deep Learning Beginner ๐Ÿ—๏ธ - Topic 222 #ai #ml
deeplizard Beginner 1y ago
The Privacy Paradox #consumerprivacy
ML Fundamentals
The Privacy Paradox #consumerprivacy
DataCamp Beginner 1y ago
Why your flight price is never fixed #aipricing
ML Fundamentals
Why your flight price is never fixed #aipricing
DataCamp Beginner 1y ago
Why hotel room prices are always changing #ai #dynamicpricing
ML Fundamentals
Why hotel room prices are always changing #ai #dynamicpricing
DataCamp Beginner 1y ago
Dynamic Pricing is Everywhere with Jose Mendoza, Academic Director & Professor at NYU
ML Fundamentals
Dynamic Pricing is Everywhere with Jose Mendoza, Academic Director & Professor at NYU
DataCamp Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Introduction to Self-Driving Cars
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Self-Driving Cars
Opens on Coursera โ†—
AI-900 - Azure AI Fundamentals and Two Practice Tests
๐Ÿ“š Coursera Course โ†—
Self-paced
AI-900 - Azure AI Fundamentals and Two Practice Tests
Opens on Coursera โ†—
Guided Tour of Machine Learning in Finance
๐Ÿ“š Coursera Course โ†—
Self-paced
Guided Tour of Machine Learning in Finance
Opens on Coursera โ†—
Predict Baby Weight with TensorFlow on AI Platform
๐Ÿ“š Coursera Course โ†—
Self-paced
Predict Baby Weight with TensorFlow on AI Platform
Opens on Coursera โ†—
Optimize AI Inference Speed & Accuracy
๐Ÿ“š Coursera Course โ†—
Self-paced
Optimize AI Inference Speed & Accuracy
Opens on Coursera โ†—
Physics of Oscillators and Waves
๐Ÿ“š Coursera Course โ†—
Self-paced
Physics of Oscillators and Waves
Opens on Coursera โ†—