Foundations

ML Fundamentals

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

11,189
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
Elumni Reunion 2023
ML Fundamentals
Elumni Reunion 2023
Saรฏd Business School, University of Oxford Beginner 2y ago
JOB HUNTING SERIES PART 4
ML Fundamentals
JOB HUNTING SERIES PART 4
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Addressing Data Quality in AI (with Nick Magnuson, Head of AI at Qlik)
ML Fundamentals โšก AI Lesson
Addressing Data Quality in AI (with Nick Magnuson, Head of AI at Qlik)
DataCamp Beginner 2y ago
Mini-Batch Gradient Descent ๐Ÿคน - Deep Learning Beginner ๐Ÿ‘ถ - Topic 105 #ai #ml
ML Fundamentals โšก AI Lesson
Mini-Batch Gradient Descent ๐Ÿคน - Deep Learning Beginner ๐Ÿ‘ถ - Topic 105 #ai #ml
deeplizard 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 โšก AI Lesson
#189 From BI to AI with Nick Magnuson, Head of AI at Qlik
DataCamp 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
Seismic Data to Subsurface Models with OpenFWI: Training an AI Model with PyTorch
ML Fundamentals โšก AI Lesson
Seismic Data to Subsurface Models with OpenFWI: Training an AI Model with PyTorch
PyTorch Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 9
ML Fundamentals โšก AI Lesson
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 โšก AI Lesson
Stochastic Gradient Descent Weight Updates ๐Ÿ”„ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 104 #ai #ml
deeplizard 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
Revolutionizing Healthcare Machine Learning with Metaflow at Prolaio
ML Fundamentals โšก AI Lesson
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
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
The task is performed at least once.Keeps repeating the task as long as a certain condition is true.
ML Fundamentals
The task is performed at least once.Keeps repeating the task as long as a certain condition is true.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Is Software Engineering Dead ? - Meet Devin by Cognition Labs | GeeksforGeeks
ML Fundamentals
Is Software Engineering Dead ? - Meet Devin by Cognition Labs | GeeksforGeeks
GeeksforGeeks Beginner 2y ago
3D Gaussian Splatting! - Computerphile
ML Fundamentals โšก AI Lesson
3D Gaussian Splatting! - Computerphile
Computerphile Beginner 2y ago
Graph Neural Networks โ€“ 7 Applications  #machinelearning #deeplearningai #graphml #deeplearning
ML Fundamentals โšก AI Lesson
Graph Neural Networks โ€“ 7 Applications #machinelearning #deeplearningai #graphml #deeplearning
AssemblyAI Beginner 2y ago
Fireside Chat: Mirella Lapata
ML Fundamentals
Fireside Chat: Mirella Lapata
Cohere Beginner 2y ago
Artifacts Lineage Clustering in Weights & Biases
ML Fundamentals
Artifacts Lineage Clustering in Weights & Biases
Weights & Biases Beginner 2y ago
The #1 Thing Slowing Your Coding Progress
ML Fundamentals
The #1 Thing Slowing Your Coding Progress
Programming with Mosh Beginner 2y ago
Deep dive into TensorFlow Ranking for recommendations
ML Fundamentals โšก AI Lesson
Deep dive into TensorFlow Ranking for recommendations
TensorFlow Official Beginner 2y ago
Transforming the Natural Sciences with AI | Microsoft Research Forum
ML Fundamentals โšก AI Lesson
Transforming the Natural Sciences with AI | Microsoft Research Forum
Microsoft Research Beginner 2y ago
Accelerate embedding lookup operation (Building recommendation systems with TensorFlow)
ML Fundamentals โšก AI Lesson
Accelerate embedding lookup operation (Building recommendation systems with TensorFlow)
TensorFlow Official 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 โšก AI Lesson
Batch Gradient Descent Pros & Cons ๐Ÿ‘๐Ÿ‘Ž - Deep Learning Beginner ๐Ÿ‘ถ - Topic 103 #ai #ml
deeplizard Beginner 2y ago
Batch Gradient Descent Weight Updates ๐Ÿ‹๏ธ - Deep Learning Beginner ๐Ÿ‘ถ ๐Ÿ“ˆ - Topic 102 #ai #ml
ML Fundamentals โšก AI Lesson
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
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 6
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 6
Stanford Online Beginner 2y ago
Desk Break Deep Squats to Open Tight Hips with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Desk Break Deep Squats to Open Tight Hips with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ๐Ÿ’ช
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 5
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 5
Stanford Online Beginner 2y ago
Avoiding Local Minima Traps โš ๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 101 #ai #ml
ML Fundamentals โšก AI Lesson
Avoiding Local Minima Traps โš ๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 101 #ai #ml
deeplizard Beginner 2y ago
Loss Landscape in Neural Networks ๐Ÿž๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 100 #ai
ML Fundamentals โšก AI Lesson
Loss Landscape in Neural Networks ๐Ÿž๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 100 #ai
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 4
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 4
Stanford Online Beginner 2y ago
Listen to the voice of our user as they share their heartfelt experiencesโค๏ธGet ready to be inspired!
ML Fundamentals
Listen to the voice of our user as they share their heartfelt experiencesโค๏ธGet ready to be inspired!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Level up your coding skills with these must know Q&As!
ML Fundamentals
Level up your coding skills with these must know Q&As!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Local Minima in Neural Nets โ“ - Navigating the Landscape ๐Ÿ” - Topic 099 #ai #ml
ML Fundamentals โšก AI Lesson
Local Minima in Neural Nets โ“ - Navigating the Landscape ๐Ÿ” - Topic 099 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 3
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 3
Stanford Online Beginner 2y ago
JOB HUNTING SERIES PART 3
ML Fundamentals
JOB HUNTING SERIES PART 3
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Stanford CS221 I Externalities and Dual-Use Technologies I 2023
ML Fundamentals
Stanford CS221 I Externalities and Dual-Use Technologies I 2023
Stanford Online Beginner 2y ago
Forward Pass in Neural Networks โฉ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 098 #ai #ml
ML Fundamentals โšก AI Lesson
Forward Pass in Neural Networks โฉ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 098 #ai #ml
deeplizard Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 2
ML Fundamentals
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 2
Stanford Online Beginner 2y ago
Coding Rapid Fire: Quick Questions, Faster Answers
ML Fundamentals
Coding Rapid Fire: Quick Questions, Faster Answers
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Job Hunting Series Part 2
ML Fundamentals
Job Hunting Series Part 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Perform text classification with KerasNLP
ML Fundamentals โšก AI Lesson
Perform text classification with KerasNLP
TensorFlow Official Beginner 2y ago
Overview of KerasCV and KerasNLP
ML Fundamentals โšก AI Lesson
Overview of KerasCV and KerasNLP
TensorFlow Official Beginner 2y ago
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 1
ML Fundamentals โšก AI Lesson
Stanford EE364A Convex Optimization I Stephen Boyd I 2023 I Lecture 1
Stanford Online Beginner 2y ago
When are Batches Used in Training โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 097 #ai #ml
ML Fundamentals โšก AI Lesson
When are Batches Used in Training โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 097 #ai #ml
deeplizard Beginner 2y ago
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Machine Learning Operations (MLOps): Getting Started - Portuguรชs Brasileiro
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Scalable Machine Learning on Big Data using Apache Spark
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Scalable Machine Learning on Big Data using Apache Spark
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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