Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

7874
lessons
Skills in this topic
View full skill map →
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
The magic translator turning code into action - Compiler✨💻
ML Fundamentals
The magic translator turning code into action - Compiler✨💻
Entri Coding മലയാളം Beginner 2y ago
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy 💪
ML Fundamentals
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy 💪
deeplizard Beginner 2y ago
Common Coding Questions Part 2
ML Fundamentals
Common Coding Questions Part 2
Entri Coding മലയാളം Beginner 2y ago
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
ML Fundamentals
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
TheDataDaddi Beginner 2y ago
Learning Rate Schedule 🐢🐇 - Deep Learning Beginner 👶 - Topic 113 #ai #ml
ML Fundamentals
Learning Rate Schedule 🐢🐇 - Deep Learning Beginner 👶 - Topic 113 #ai #ml
deeplizard 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
What are the Challenges in Machine Learning?  #technology #datascience
ML Fundamentals
What are the Challenges in Machine Learning? #technology #datascience
Data Science Dojo Beginner 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
AI Learns Insane Way to Jump
AI Warehouse Beginner 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
Elumni Reunion 2023
ML Fundamentals
Elumni Reunion 2023
Saïd Business School, University of Oxford Beginner 2y ago
Addressing Data Quality in AI (with Nick Magnuson, Head of AI at Qlik)
ML Fundamentals
Addressing Data Quality in AI (with Nick Magnuson, Head of AI at Qlik)
DataCamp Beginner 2y ago
MOVIE RECOMMENDATION SYSTEM Using Machine Learning | Machine Leaning Projects | GeeksforGeeks
ML Fundamentals
MOVIE RECOMMENDATION SYSTEM Using Machine Learning | Machine Leaning Projects | GeeksforGeeks
GeeksforGeeks Beginner 2y ago
#189 From BI to AI with Nick Magnuson, Head of AI at Qlik
ML Fundamentals
#189 From BI to AI with Nick Magnuson, Head of AI at Qlik
DataCamp Beginner 2y ago
Seismic Data to Subsurface Models with OpenFWI: Training an AI Model with PyTorch
ML Fundamentals
Seismic Data to Subsurface Models with OpenFWI: Training an AI Model with PyTorch
PyTorch Beginner 2y ago
AI just replaced us with Devin... seriously? Dr Chuck!
ML Fundamentals
AI just replaced us with Devin... seriously? Dr Chuck!
David Bombal Beginner 2y ago
Small Learning Rates 🤏 - Take Time 🐢 - Topic 112 #ai #ml
ML Fundamentals
Small Learning Rates 🤏 - Take Time 🐢 - Topic 112 #ai #ml
deeplizard Beginner 2y ago
Common Coding Questions!
ML Fundamentals
Common Coding Questions!
Entri Coding മലയാളം Beginner 2y ago
Empower your career with Data Science📈...Exploring Data science Job roles💯
ML Fundamentals
Empower your career with Data Science📈...Exploring Data science Job roles💯
Entri Coding മലയാളം Beginner 2y ago
Learning Rate Overshooting 🐇 - Deep Learning Beginner 👶 - Topic 111 #ai #ml
ML Fundamentals
Learning Rate Overshooting 🐇 - Deep Learning Beginner 👶 - Topic 111 #ai #ml
deeplizard Beginner 2y ago
Watch how effortlessly you can craft the perfect resume with just a few clicks! ✌🏻
ML Fundamentals
Watch how effortlessly you can craft the perfect resume with just a few clicks! ✌🏻
Entri Coding മലയാളം 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 മലയാളം Beginner 2y ago
Learning Rate Values ❓🎚️ - Large vs Small Steps 🎯 - Topic 110 #ai #ml
ML Fundamentals
Learning Rate Values ❓🎚️ - Large vs Small Steps 🎯 - 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 🤏 - Deep Learning Beginner 👶 - Topic 109 #ai #ml
ML Fundamentals
Leaning Rate Step Size 🤏 - Deep Learning Beginner 👶 - 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 മലയാളം 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 മലയാളം Beginner 2y ago
When Learning Rate? 🏃 - Beginner Deep Learning Lesson 🎯 - Topic 108 #ai #ml
ML Fundamentals
When Learning Rate? 🏃 - Beginner Deep Learning Lesson 🎯 - Topic 108 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 14
ML Fundamentals
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
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 13
Stanford Online Beginner 2y ago
Campedia AI: Your Path to Infinite Learning.🙌
ML Fundamentals
Campedia AI: Your Path to Infinite Learning.🙌
Entri Coding മലയാളം Beginner 2y ago
Desk Break Pull-Ups for Better Posture and Strength with Mandy 💪
ML Fundamentals
Desk Break Pull-Ups for Better Posture and Strength with Mandy 💪
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 12
Stanford Online Beginner 2y ago
ADAM Optimizer 🔮 - Adaptive Learning Rates ⚙️🎯 - Topic 107 #ai #ml
ML Fundamentals
ADAM Optimizer 🔮 - Adaptive Learning Rates ⚙️🎯 - 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 മലയാളം Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 11
Stanford Online Beginner 2y ago
What is the ADAM Optimizer❓- Deep Learning Beginner 👶 - Topic 106 #ai #ml
ML Fundamentals
What is the ADAM Optimizer❓- Deep Learning Beginner 👶 - Topic 106 #ai #ml
deeplizard Beginner 2y ago
Gathering minds and coding hearts!
ML Fundamentals
Gathering minds and coding hearts!
Entri Coding മലയാളം Beginner 2y ago
JOB HUNTING SERIES PART 4
ML Fundamentals
JOB HUNTING SERIES PART 4
Entri Coding മലയാളം Beginner 2y ago
Mini-Batch Gradient Descent 🤹 - Deep Learning Beginner 👶 - Topic 105 #ai #ml
ML Fundamentals
Mini-Batch Gradient Descent 🤹 - Deep Learning Beginner 👶 - Topic 105 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 10
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 10
Stanford Online Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 9
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 9
Stanford Online Beginner 2y ago
Stochastic Gradient Descent Weight Updates 🔄 - Deep Learning Beginner 👶 - Topic 104 #ai #ml
ML Fundamentals
Stochastic Gradient Descent Weight Updates 🔄 - Deep Learning Beginner 👶 - Topic 104 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 8
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 8
Stanford Online Beginner 2y ago
Batch Gradient Descent Pros & Cons 👍👎 - Deep Learning Beginner 👶  - Topic 103 #ai #ml
ML Fundamentals
Batch Gradient Descent Pros & Cons 👍👎 - Deep Learning Beginner 👶 - Topic 103 #ai #ml
deeplizard Beginner 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Natural Language Processing with Attention Models
📚 Coursera Course ↗
Self-paced
Natural Language Processing with Attention Models
Opens on Coursera ↗
Microsoft Azure - Basics
📚 Coursera Course ↗
Self-paced
Microsoft Azure - Basics
Opens on Coursera ↗
Machine/Deep Learning for Mining Quality Prediction-Enhanced
📚 Coursera Course ↗
Self-paced
Machine/Deep Learning for Mining Quality Prediction-Enhanced
Opens on Coursera ↗
Build a computer vision app with Azure Cognitive Services
📚 Coursera Course ↗
Self-paced
Build a computer vision app with Azure Cognitive Services
Opens on Coursera ↗
Practical Predictive Analytics: Models and Methods
📚 Coursera Course ↗
Self-paced
Practical Predictive Analytics: Models and Methods
Opens on Coursera ↗
H2O Hydrogen Torch Starter Course
📚 Coursera Course ↗
Self-paced
H2O Hydrogen Torch Starter Course
Opens on Coursera ↗