Foundations

ML Fundamentals

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

11,167
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
Stackable Credentials: Build Your Skills with Stanford Graduate Courses and Programs
ML Fundamentals
Stackable Credentials: Build Your Skills with Stanford Graduate Courses and Programs
Stanford Online Beginner 1y ago
Getting Started With Big Data Engineering With Roadmap
ML Fundamentals
Getting Started With Big Data Engineering With Roadmap
Krish Naik Beginner 1y ago
CNN Architecture Explained ๐Ÿ—๏ธ - Understanding Convolutional Layers ๐Ÿงฉ - Topic 230 #ai #ml
ML Fundamentals โšก AI Lesson
CNN Architecture Explained ๐Ÿ—๏ธ - Understanding Convolutional Layers ๐Ÿงฉ - Topic 230 #ai #ml
deeplizard Beginner 1y ago
AI Sales Executive #codebasics #aicareers #dataanalyst #shorts
ML Fundamentals
AI Sales Executive #codebasics #aicareers #dataanalyst #shorts
codebasics Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-31-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-31-2024
TWIML AI Podcast Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-24-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-24-2024
TWIML AI Podcast Beginner 1y ago
The Ultimate Guide to Hyperparameter Tuning | Grid Search vs. Randomized Search
ML Fundamentals โšก AI Lesson
The Ultimate Guide to Hyperparameter Tuning | Grid Search vs. Randomized Search
AI For Beginners Beginner 1y ago
ML training on the web: Building Simple ML for Google Sheets
ML Fundamentals โšก AI Lesson
ML training on the web: Building Simple ML for Google Sheets
Chrome for Developers Beginner 1y ago
Data Scientist vs Software Engineer - Which career to Choose ?
ML Fundamentals
Data Scientist vs Software Engineer - Which career to Choose ?
GeeksforGeeks Beginner 1y ago
Switch To AI Engineer From Software Developer IN JUST ONE YEAR!  #genai
ML Fundamentals
Switch To AI Engineer From Software Developer IN JUST ONE YEAR! #genai
Analytics Vidhya Beginner 1y ago
๐Ÿ”ฅInterview Series Part 3๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
ML Fundamentals
๐Ÿ”ฅInterview Series Part 3๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Career Spotlight: Data Scientist
ML Fundamentals
Career Spotlight: Data Scientist
Coursera Beginner 1y ago
AI Terminology: Know What You Are Talking About
ML Fundamentals โšก AI Lesson
AI Terminology: Know What You Are Talking About
NeuralNine Beginner 1y ago
Using Bayesian Approaches & Sausage Plots to Improve Machine Learning - Computerphile
ML Fundamentals โšก AI Lesson
Using Bayesian Approaches & Sausage Plots to Improve Machine Learning - Computerphile
Computerphile Beginner 1y ago
Intro to Convolutional Neural Networks (CNNs) ๐Ÿง  - Image Processing ๐Ÿ–ผ๏ธ - Topic 229 #ai #ml
ML Fundamentals โšก AI Lesson
Intro to Convolutional Neural Networks (CNNs) ๐Ÿง  - Image Processing ๐Ÿ–ผ๏ธ - Topic 229 #ai #ml
deeplizard Beginner 1y ago
All Machine Learning Concepts Explained in 22 Minutes
ML Fundamentals
All Machine Learning Concepts Explained in 22 Minutes
Infinite Codes Beginner 1y ago
Do you know the difference between AI and ML?
ML Fundamentals
Do you know the difference between AI and ML?
Google Cloud Beginner 1y ago
๐Ÿ”ฅ20 Placements in 30 Days๐Ÿฅณ | Coding Course | Entri App | #entri #placement  #job
ML Fundamentals
๐Ÿ”ฅ20 Placements in 30 Days๐Ÿฅณ | Coding Course | Entri App | #entri #placement #job
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
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 โšก AI Lesson
Inside Databricks: Engineering innovation with Michael Armbrust
Databricks 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 โšก AI Lesson
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
AWS Console-to-Code: From Clicks to Infrastructure Code in Seconds
ML Fundamentals โšก AI Lesson
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 โšก AI Lesson
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 โšก AI Lesson
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 โšก AI Lesson
Up-skilling in data with low code tools #knime #lowcode
DataCamp 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 โšก AI Lesson
Modern CPUs Assign Registers To Speed Up Your Code - Computerphile
Computerphile 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
Is It Wrong to Pass Image Data to Dense Layers ๐Ÿค” - A Prelude to CNNs ๐ŸŒ - Topic 228 #ai #ml
ML Fundamentals โšก AI Lesson
Is It Wrong to Pass Image Data to Dense Layers ๐Ÿค” - A Prelude to CNNs ๐ŸŒ - Topic 228 #ai #ml
deeplizard Beginner 1y ago
Comment Below๐Ÿ”ฅ๐Ÿ’ฏ
ML Fundamentals
Comment Below๐Ÿ”ฅ๐Ÿ’ฏ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
๐Ÿ”ฅInterview Series Part 2๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
ML Fundamentals
๐Ÿ”ฅInterview Series Part 2๐Ÿ”ฅ| ENTRI APP| INTERVIEW TIPS #interviewtips #entri #codingforbeginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Dense Layer Efficiency Hints at Conv Layer๐Ÿ“ - Local Pixel Grouping ๐Ÿ” - Topic 227 #ai #ml
ML Fundamentals โšก AI Lesson
Dense Layer Efficiency Hints at Conv Layer๐Ÿ“ - Local Pixel Grouping ๐Ÿ” - Topic 227 #ai #ml
deeplizard Beginner 1y ago
Grouping Pixels for Efficient Processing ๐Ÿงฑ - Imagining Better NN Inputs ๐Ÿš€ - Topic 226 #ai #ml
ML Fundamentals โšก AI Lesson
Grouping Pixels for Efficient Processing ๐Ÿงฑ - Imagining Better NN Inputs ๐Ÿš€ - Topic 226 #ai #ml
deeplizard Beginner 1y ago
Automate Unity Catalog Upgrade with UCX Part 1: Overview
ML Fundamentals โšก AI Lesson
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 โšก AI Lesson
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 โšก AI Lesson
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 โšก AI Lesson
#261 Low Code Data Science | Michael Berthold, CEO and Co-Founder of KNIME
DataCamp Beginner 1y ago
Illinois Tech MOOC Webinar 11.7.24.
ML Fundamentals
Illinois Tech MOOC Webinar 11.7.24.
Coursera Beginner 1y ago
Stick Bugs! How They Hide, Regrow, and Thrive ๐Ÿƒ Nature Break with Mandy
ML Fundamentals โšก AI Lesson
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 โšก AI Lesson
Bench Press Safely and Build Strength with Mandy ๐Ÿ’ช
deeplizard Beginner 1y ago
What's the Real Reason Behind Slow Website Load Times?  | Software Testing | Entri |
ML Fundamentals โšก AI Lesson
What's the Real Reason Behind Slow Website Load Times? | Software Testing | Entri |
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Learning Teacher Always Thinking of Layers ๐Ÿ“š - Funny Blooper ๐Ÿคฃ - Topic 224 #ai #ml
deeplizard Beginner 1y ago
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Customising your models with TensorFlow 2
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Applied Unsupervised Learning in Python
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Smart Analytics, Machine Learning, and AI on GCP - Italiano
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Analytic Combinatorics
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Natural Language Processing with Classification and Vector Spaces
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