Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Celebrating 10 years of Women Transforming Leadership
ML Fundamentals
Celebrating 10 years of Women Transforming Leadership
Saรฏd Business School, University of Oxford Intermediate 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 ๐Ÿ”ฎ - Adaptive Learning Rates โš™๏ธ๐ŸŽฏ - Topic 107 #ai #ml
ML Fundamentals
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
Don't put toy dataset projects on your resume!
ML Fundamentals
Don't put toy dataset projects on your resume!
codebasics Intermediate 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 Optimizerโ“- Deep Learning Beginner ๐Ÿ‘ถ - Topic 106 #ai #ml
ML Fundamentals
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
Elumni Reunion 2023
ML Fundamentals
Elumni Reunion 2023
Saรฏd 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
Strategic Subset Selection in Satellite Imagery: Machine Vision Insights
ML Fundamentals
Strategic Subset Selection in Satellite Imagery: Machine Vision Insights
Microsoft Research Intermediate 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
Do you know the value of time?
ML Fundamentals
Do you know the value of time?
codebasics Intermediate 2y ago
Advance your career in Data Science with the University of Leeds
ML Fundamentals
Advance your career in Data Science with the University of Leeds
Coursera Intermediate 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
Cheng Soon Ong - Why you Should Learn Mathematics for Machine Learning
ML Fundamentals
Cheng Soon Ong - Why you Should Learn Mathematics for Machine Learning
Cohere Advanced 2y ago
CU Boulder: Crucial Skills for Engineering Managers, the Neuroscience of Leadership 03.13.24.
ML Fundamentals
CU Boulder: Crucial Skills for Engineering Managers, the Neuroscience of Leadership 03.13.24.
Coursera Beginner 2y ago
How much training data does a neural network need?
ML Fundamentals
How much training data does a neural network need?
CodeEmporium Advanced 2y ago
I Day Traded $1000 with the Hidden Markov Model
ML Fundamentals
I Day Traded $1000 with the Hidden Markov Model
ritvikmath Intermediate 2y ago
Revolutionizing Healthcare Machine Learning with Metaflow at Prolaio
ML Fundamentals
Revolutionizing Healthcare Machine Learning with Metaflow at Prolaio
Outerbounds Beginner 2y ago
Unlocking the Power of Facebook's Machine Learning for Business Growth
ML Fundamentals
Unlocking the Power of Facebook's Machine Learning for Business Growth
Professor Charley T Beginner 2y ago
Oxford Saรฏd Elumni Community
ML Fundamentals
Oxford Saรฏd Elumni Community
Saรฏd Business School, University of Oxford Intermediate 2y ago
Professional Women's Network panel event for International Womenโ€™s Day
ML Fundamentals
Professional Women's Network panel event for International Womenโ€™s Day
Saรฏd Business School, University of Oxford Intermediate 2y ago
JOB HUNTING SERIES PART 4
ML Fundamentals
JOB HUNTING SERIES PART 4
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Mini-Batch Gradient Descent ๐Ÿคน - Deep Learning Beginner ๐Ÿ‘ถ - Topic 105 #ai #ml
ML Fundamentals
Mini-Batch Gradient Descent ๐Ÿคน - Deep Learning Beginner ๐Ÿ‘ถ - Topic 105 #ai #ml
deeplizard Beginner 2y ago
Closing Address of the Oxford Africa Business Forum 2024
ML Fundamentals
Closing Address of the Oxford Africa Business Forum 2024
Saรฏd Business School, University of Oxford Intermediate 2y ago
Local Rhythms, Global Charts: African Music's Expanding Influence
ML Fundamentals
Local Rhythms, Global Charts: African Music's Expanding Influence
Saรฏd Business School, University of Oxford Intermediate 2y ago
Musical performance by John Falsetto
ML Fundamentals
Musical performance by John Falsetto
Saรฏd Business School, University of Oxford Advanced 2y ago
African Films as Culture Stewards and Drivers of Economic Prosperity
ML Fundamentals
African Films as Culture Stewards and Drivers of Economic Prosperity
Saรฏd Business School, University of Oxford Intermediate 2y ago
Business as a Force of Nation Building: An Architect as a Social Engineer
ML Fundamentals
Business as a Force of Nation Building: An Architect as a Social Engineer
Saรฏd Business School, University of Oxford Intermediate 2y ago
Shaping Tomorrow: The Crucial Role of African Governments
ML Fundamentals
Shaping Tomorrow: The Crucial Role of African Governments
Saรฏd Business School, University of Oxford Intermediate 2y ago
Unlocking Leadership Brilliance
ML Fundamentals
Unlocking Leadership Brilliance
Saรฏd Business School, University of Oxford Intermediate 2y ago
Gala dinner   Keynote address   Hon  Gladys Boss
ML Fundamentals
Gala dinner Keynote address Hon Gladys Boss
Saรฏd Business School, University of Oxford Intermediate 2y ago
Building With Roadblocks: Insights from African Women Business Leaders
ML Fundamentals
Building With Roadblocks: Insights from African Women Business Leaders
Saรฏd Business School, University of Oxford Intermediate 2y ago
Breaking Barriers: Inspire Inclusion for Women in Business
ML Fundamentals
Breaking Barriers: Inspire Inclusion for Women in Business
Saรฏd Business School, University of Oxford Intermediate 2y ago
Understanding the Paradigm of Africa's Sovereign Debt
ML Fundamentals
Understanding the Paradigm of Africa's Sovereign Debt
Saรฏd Business School, University of Oxford Intermediate 2y ago
Opening remarks from the Oxford Africa Business Forum 2024
ML Fundamentals
Opening remarks from the Oxford Africa Business Forum 2024
Saรฏd Business School, University of Oxford Intermediate 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 ๐Ÿ”„ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 104 #ai #ml
ML Fundamentals
Stochastic Gradient Descent Weight Updates ๐Ÿ”„ - Deep Learning Beginner ๐Ÿ‘ถ - 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 ๐Ÿ‘๐Ÿ‘Ž - Deep Learning Beginner ๐Ÿ‘ถ  - Topic 103 #ai #ml
ML Fundamentals
Batch Gradient Descent Pros & Cons ๐Ÿ‘๐Ÿ‘Ž - Deep Learning Beginner ๐Ÿ‘ถ - Topic 103 #ai #ml
deeplizard Beginner 2y ago
AI Engineer Roadmap | How I'd Learn AI in 2024
ML Fundamentals
AI Engineer Roadmap | How I'd Learn AI in 2024
codebasics Beginner 2y ago
Learn react from the company that created it! ๐Ÿ˜Š #meta #frontenddeveloper #learntocode #developer
ML Fundamentals
Learn react from the company that created it! ๐Ÿ˜Š #meta #frontenddeveloper #learntocode #developer
Coursera Beginner 2y ago
Batch Gradient Descent Weight Updates ๐Ÿ‹๏ธ - Deep Learning Beginner ๐Ÿ‘ถ ๐Ÿ“ˆ - Topic 102 #ai #ml
ML Fundamentals
Batch Gradient Descent Weight Updates ๐Ÿ‹๏ธ - Deep Learning Beginner ๐Ÿ‘ถ ๐Ÿ“ˆ - Topic 102 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 7
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 7
Stanford Online Beginner 2y ago
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