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
Stanford Online Foundations of Genetics and Genomics Testimonial
ML Fundamentals
Stanford Online Foundations of Genetics and Genomics Testimonial
Stanford Online Beginner 1y ago
Konstantin Klemmer - Learning Neural Representations of our Planet from Earth Observation Data
ML Fundamentals
Konstantin Klemmer - Learning Neural Representations of our Planet from Earth Observation Data
Cohere Advanced 1y ago
#shorts #codebasics #data #dataanalyst
ML Fundamentals
#shorts #codebasics #data #dataanalyst
codebasics 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
Why We Need More Data Science Podcasts
ML Fundamentals
Why We Need More Data Science Podcasts
MLOps.community Intermediate 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
The Application podcast with Ruth Hopkins #oxford #podcast  #businessschool @kantuensemble6498
ML Fundamentals
The Application podcast with Ruth Hopkins #oxford #podcast #businessschool @kantuensemble6498
Saรฏd Business School, University of Oxford Intermediate 1y ago
Career Spotlight: Supply Chain Analyst
ML Fundamentals
Career Spotlight: Supply Chain Analyst
Coursera Beginner 1y ago
How many did you get right? #codebasics #shorts
ML Fundamentals
How many did you get right? #codebasics #shorts
codebasics Beginner 1y ago
Revolutionizing AI Design with Planning Pattern! #generativeaitools
ML Fundamentals
Revolutionizing AI Design with Planning Pattern! #generativeaitools
Analytics Vidhya Intermediate 1y ago
Global Mindsets for Global Problems | Official Trailer | Oxford Tea Talks
ML Fundamentals
Global Mindsets for Global Problems | Official Trailer | Oxford Tea Talks
Saรฏd Business School, University of Oxford Intermediate 1y ago
Nahid Alam - Behind the Scenes: A Day in the Life of a ML Engineer in Computer Vision
ML Fundamentals
Nahid Alam - Behind the Scenes: A Day in the Life of a ML Engineer in Computer Vision
Cohere Intermediate 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
This puzzle is trickier than it seems
ML Fundamentals
This puzzle is trickier than it seems
3Blue1Brown Intermediate 1y ago
Apache Spark in 100 Seconds
ML Fundamentals
Apache Spark in 100 Seconds
Fireship Beginner 1y ago
5 AI Projects You Can Build This Weekend #python #ai
ML Fundamentals
5 AI Projects You Can Build This Weekend #python #ai
Shaw Talebi Intermediate 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
Newtonโ€™s Fractal is beautiful
ML Fundamentals
Newtonโ€™s Fractal is beautiful
3Blue1Brown Intermediate 1y ago
The BEST way to tie your shoelaces
ML Fundamentals
The BEST way to tie your shoelaces
Veritasium Intermediate 1y ago
AI Engineer Roadmap (6 Steps)
ML Fundamentals
AI Engineer Roadmap (6 Steps)
365 Data Science Intermediate 1y ago
AI Engineer Roadmap (Skills, Education, Interview Prep & More)
ML Fundamentals
AI Engineer Roadmap (Skills, Education, Interview Prep & More)
365 Data Science Intermediate 1y ago
Gemma Scope demo with Neuronpedia
ML Fundamentals
Gemma Scope demo with Neuronpedia
Google for Developers Advanced 1y ago
Learn Machine Learning Like a GENIUS and Not Waste Time
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ML Fundamentals
Learn Machine Learning Like a GENIUS and Not Waste Time
Infinite Codes 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
Global Mindsets for Global Problems | Official Trailer | Oxford Tea Talks
ML Fundamentals
Global Mindsets for Global Problems | Official Trailer | Oxford Tea Talks
Saรฏd Business School, University of Oxford Intermediate 1y ago
Systems leadership: Global mindsets for global problems | Oxford Tea Talks
ML Fundamentals
Systems leadership: Global mindsets for global problems | Oxford Tea Talks
Saรฏd Business School, University of Oxford Beginner 1y ago
5 Life Formulas for Achieving Positive Outcomes #codebasics #lifeformulas #shorts
ML Fundamentals
5 Life Formulas for Achieving Positive Outcomes #codebasics #lifeformulas #shorts
codebasics Beginner 1y ago
Oxford AI Strategy and Leadership Programme | Official Video
ML Fundamentals
Oxford AI Strategy and Leadership Programme | Official Video
Saรฏd Business School, University of Oxford Intermediate 1y ago
Focus on Progress over Perfection.
ML Fundamentals
Focus on Progress over Perfection.
codebasics Intermediate 1y ago
Juliane Reinecke at #cop29  #oxfordsbs #oxforduniversity #businessschool
ML Fundamentals
Juliane Reinecke at #cop29 #oxfordsbs #oxforduniversity #businessschool
Saรฏd Business School, University of Oxford Intermediate 1y ago
The Royal Mint and Private Jewellery Viewing
ML Fundamentals
The Royal Mint and Private Jewellery Viewing
Saรฏd Business School, University of Oxford Intermediate 1y ago
The Triangle Of Power
ML Fundamentals
The Triangle Of Power
3Blue1Brown Intermediate 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
Resume Project Challenge #13 #codebasics #resumeprojectchallenge #dataproject #data  #shorts
ML Fundamentals
Resume Project Challenge #13 #codebasics #resumeprojectchallenge #dataproject #data #shorts
codebasics 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
Corporate Affairs Academy
ML Fundamentals
Corporate Affairs Academy
Saรฏd Business School, University of Oxford Beginner 1y ago
The Application podcast with Lucy Mullins  #podcast #businessschool #oxford #oxforduniversity
ML Fundamentals
The Application podcast with Lucy Mullins #podcast #businessschool #oxford #oxforduniversity
Saรฏd Business School, University of Oxford Intermediate 1y ago
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ML Fundamentals
Stick Bugs! How They Hide, Regrow, and Thrive ๐Ÿƒ Nature Break with Mandy
deeplizard Beginner 1y ago
The twirling tiles puzzle
ML Fundamentals
The twirling tiles puzzle
3Blue1Brown Intermediate 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
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Training AI with Humans
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Training AI with Humans
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Introduction Course to Autoencoders, VAEs, and GANs
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Introduction Course to Autoencoders, VAEs, and GANs
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Machine Learning: Clustering & Retrieval
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning: Clustering & Retrieval
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Statistics You Need to Know for Machine Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Statistics You Need to Know for Machine Learning
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Machine Learning: an overview
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Self-paced
Machine Learning: an overview
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Linear Regression with R: Build & Optimize
๐Ÿ“š Coursera Course โ†—
Self-paced
Linear Regression with R: Build & Optimize
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