Foundations

ML Fundamentals

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

12,189
lessons
Skills in this topic
View full skill map โ†’
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
UNT | Online Information Session for U.S. & International Students | 03.26.24.
ML Fundamentals
UNT | Online Information Session for U.S. & International Students | 03.26.24.
Coursera Beginner 2y ago
Why Calculate Gradients ๐Ÿงฎโ“ - Stepping Towards Minimized Loss ๐ŸŽฏ - Topic 115 #ai #ml
ML Fundamentals โšก AI Lesson
Why Calculate Gradients ๐Ÿงฎโ“ - Stepping Towards Minimized Loss ๐ŸŽฏ - Topic 115 #ai #ml
deeplizard Beginner 2y ago
When Higher Volatility is Better in the Stock Market : Call Options
ML Fundamentals โšก AI Lesson
When Higher Volatility is Better in the Stock Market : Call Options
ritvikmath Intermediate 2y ago
Human Stories in AI: Fabio Urbina
ML Fundamentals
Human Stories in AI: Fabio Urbina
StatQuest with Josh Starmer Beginner 2y ago
Adaptive Learning Rates ๐ŸŽ›๏ธ - Dynamic During Training ๐Ÿ”„ - Topic 114 #ai #ml
ML Fundamentals โšก AI Lesson
Adaptive Learning Rates ๐ŸŽ›๏ธ - Dynamic During Training ๐Ÿ”„ - Topic 114 #ai #ml
deeplizard Beginner 2y ago
The magic translator turning code into action - Compilerโœจ๐Ÿ’ป
ML Fundamentals
The magic translator turning code into action - Compilerโœจ๐Ÿ’ป
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Common Coding Questions Part 2
ML Fundamentals
Common Coding Questions Part 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
ML Fundamentals โšก AI Lesson
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
TheDataDaddi Beginner 2y ago
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
ML Fundamentals
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
Talks at Google Beginner 2y ago
Your New 8 GPU AI Daily Driver Rig: Supermicro SuperServer 4028GR-TRT
ML Fundamentals
Your New 8 GPU AI Daily Driver Rig: Supermicro SuperServer 4028GR-TRT
TheDataDaddi Intermediate 2y ago
What are the Challenges in Machine Learning?  #technology #datascience
ML Fundamentals โšก AI Lesson
What are the Challenges in Machine Learning? #technology #datascience
Data Science Dojo Beginner 2y ago
Don't get attached to a programming language!
ML Fundamentals โšก AI Lesson
Don't get attached to a programming language!
codebasics Intermediate 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 18
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 18
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 17
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 17
Stanford Online Beginner 2y ago
AI Learns Insane Way to Jump
ML Fundamentals โšก AI Lesson
AI Learns Insane Way to Jump
AI Warehouse Beginner 2y ago
Mastering Streamlit in 2024: Creating Interactive Applications with Input Widgets (02)
ML Fundamentals
Mastering Streamlit in 2024: Creating Interactive Applications with Input Widgets (02)
Python Tutorials for Digital Humanities Intermediate 2y ago
How the Telegraph became more resilient and sustainable
ML Fundamentals
How the Telegraph became more resilient and sustainable
Google Cloud Beginner 2y 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 2y ago
New Way Now: Bayer AG is working to reduce radiologist burnout & improve patient diagnosis with AI
ML Fundamentals
New Way Now: Bayer AG is working to reduce radiologist burnout & improve patient diagnosis with AI
Google Cloud Advanced 2y ago
Don't put toy dataset projects on your resume!
ML Fundamentals
Don't put toy dataset projects on your resume!
codebasics Intermediate 2y ago
Elumni Reunion 2023
ML Fundamentals
Elumni Reunion 2023
Saรฏd Business School, University of Oxford Beginner 2y ago
Oxford Saรฏd Elumni Community
ML Fundamentals
Oxford Saรฏd Elumni Community
Saรฏd Business School, University of Oxford Intermediate 2y ago
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy ๐Ÿ’ช
deeplizard Beginner 2y ago
Learning Rate Schedule ๐Ÿข๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 113 #ai #ml
ML Fundamentals โšก AI Lesson
Learning Rate Schedule ๐Ÿข๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 113 #ai #ml
deeplizard Beginner 2y ago
Small Learning Rates ๐Ÿค - Take Time ๐Ÿข - Topic 112 #ai #ml
ML Fundamentals โšก AI Lesson
Small Learning Rates ๐Ÿค - Take Time ๐Ÿข - Topic 112 #ai #ml
deeplizard Beginner 2y ago
Common Coding Questions!
ML Fundamentals
Common Coding Questions!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Empower your career with Data Science๐Ÿ“ˆ...Exploring Data science Job roles๐Ÿ’ฏ
ML Fundamentals
Empower your career with Data Science๐Ÿ“ˆ...Exploring Data science Job roles๐Ÿ’ฏ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Learning Rate Overshooting ๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 111 #ai #ml
ML Fundamentals โšก AI Lesson
Learning Rate Overshooting ๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 111 #ai #ml
deeplizard Beginner 2y ago
Watch how effortlessly you can craft the perfect resume with just a few clicks! โœŒ๐Ÿป
ML Fundamentals โšก AI Lesson
Watch how effortlessly you can craft the perfect resume with just a few clicks! โœŒ๐Ÿป
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Form Link: https://forms.gle/Uua4nooNqtRU3e3A6    "Importance of Mern stack" Join our free webinar!
ML Fundamentals
Form Link: https://forms.gle/Uua4nooNqtRU3e3A6 "Importance of Mern stack" Join our free webinar!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Learning Rate Values โ“๐ŸŽš๏ธ - Large vs Small Steps ๐ŸŽฏ - Topic 110 #ai #ml
ML Fundamentals โšก AI Lesson
Learning Rate Values โ“๐ŸŽš๏ธ - Large vs Small Steps ๐ŸŽฏ - Topic 110 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 16
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 16
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 15
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 15
Stanford Online Beginner 2y ago
Leaning Rate Step Size ๐Ÿค - Deep Learning Beginner ๐Ÿ‘ถ - Topic 109 #ai #ml
ML Fundamentals โšก AI Lesson
Leaning Rate Step Size ๐Ÿค - Deep Learning Beginner ๐Ÿ‘ถ - Topic 109 #ai #ml
deeplizard Beginner 2y ago
The first AI engineer. See how Devin AI works!
ML Fundamentals
The first AI engineer. See how Devin AI works!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
What is Variable? watch the video and get the answer.
ML Fundamentals
What is Variable? watch the video and get the answer.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
When Learning Rate? ๐Ÿƒ - Beginner Deep Learning Lesson ๐ŸŽฏ - Topic 108 #ai #ml
ML Fundamentals โšก AI Lesson
When Learning Rate? ๐Ÿƒ - Beginner Deep Learning Lesson ๐ŸŽฏ - Topic 108 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 14
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 14
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 13
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 13
Stanford Online Beginner 2y ago
Campedia AI: Your Path to Infinite Learning.๐Ÿ™Œ
ML Fundamentals
Campedia AI: Your Path to Infinite Learning.๐Ÿ™Œ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Desk Break Pull-Ups for Better Posture and Strength with Mandy ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Desk Break Pull-Ups for Better Posture and Strength with Mandy ๐Ÿ’ช
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
Stanford Online Beginner 2y ago
ADAM Optimizer ๐Ÿ”ฎ - Adaptive Learning Rates โš™๏ธ๐ŸŽฏ - Topic 107 #ai #ml
ML Fundamentals โšก AI Lesson
ADAM Optimizer ๐Ÿ”ฎ - Adaptive Learning Rates โš™๏ธ๐ŸŽฏ - Topic 107 #ai #ml
deeplizard Beginner 2y ago
Transform into anything you imagine with Virbo AI Avatar Generator!
ML Fundamentals
Transform into anything you imagine with Virbo AI Avatar Generator!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
Stanford Online Beginner 2y ago
What is the ADAM Optimizerโ“- Deep Learning Beginner ๐Ÿ‘ถ - Topic 106 #ai #ml
ML Fundamentals โšก AI Lesson
What is the ADAM Optimizerโ“- Deep Learning Beginner ๐Ÿ‘ถ - Topic 106 #ai #ml
deeplizard Beginner 2y ago
Gathering minds and coding hearts!
ML Fundamentals
Gathering minds and coding hearts!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
JOB HUNTING SERIES PART 4
ML Fundamentals
JOB HUNTING SERIES PART 4
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Performance measures and validation methods
๐Ÿ“š Coursera Course โ†—
Self-paced
Performance measures and validation methods
Opens on Coursera โ†—
Preparing for AI-900: Microsoft Azure AI Fundamentals exam
๐Ÿ“š Coursera Course โ†—
Self-paced
Preparing for AI-900: Microsoft Azure AI Fundamentals exam
Opens on Coursera โ†—
Calculus through Data & Modeling: Precalculus Review
๐Ÿ“š Coursera Course โ†—
Self-paced
Calculus through Data & Modeling: Precalculus Review
Opens on Coursera โ†—
Deploy, Manage, and Orchestrate Your Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Deploy, Manage, and Orchestrate Your Models
Opens on Coursera โ†—
Solution Architecture and Ethical AI Design
๐Ÿ“š Coursera Course โ†—
Self-paced
Solution Architecture and Ethical AI Design
Opens on Coursera โ†—
Optimize ML Models: Hyperparameter Tuning
๐Ÿ“š Coursera Course โ†—
Self-paced
Optimize ML Models: Hyperparameter Tuning
Opens on Coursera โ†—