Foundations

ML Fundamentals

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

12,223
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
API or SDK? Your guide to smoother development๐Ÿง‘๐Ÿปโ€๐Ÿ’ป.
ML Fundamentals
API or SDK? Your guide to smoother development๐Ÿง‘๐Ÿปโ€๐Ÿ’ป.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Choosing a Batch Size ๐Ÿ”„ - Easy Intro for Newbies ๐Ÿค” - Topic 090 #ai #ml
ML Fundamentals โšก AI Lesson
Choosing a Batch Size ๐Ÿ”„ - Easy Intro for Newbies ๐Ÿค” - Topic 090 #ai #ml
deeplizard Beginner 2y ago
Strength Train for Brain Gain ๐Ÿง ๐Ÿ’ช Energize Your Work and Study with Mandy
ML Fundamentals โšก AI Lesson
Strength Train for Brain Gain ๐Ÿง ๐Ÿ’ช Energize Your Work and Study with Mandy
deeplizard Beginner 2y ago
Movies For Developers...wait for the last movie
ML Fundamentals
Movies For Developers...wait for the last movie
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
CU Boulder: Overview of CU Boulder's MS in Computer Science Program 2.29.24.
ML Fundamentals
CU Boulder: Overview of CU Boulder's MS in Computer Science Program 2.29.24.
Coursera Beginner 2y ago
WHY LEARN PYTHON in 2024? | Benefits of Learning Python | GeeksforGeeks
ML Fundamentals
WHY LEARN PYTHON in 2024? | Benefits of Learning Python | GeeksforGeeks
GeeksforGeeks Beginner 2y ago
Kevin Blaine talks about Stanford's Medical Statistics Program
ML Fundamentals
Kevin Blaine talks about Stanford's Medical Statistics Program
Stanford Online Beginner 2y ago
Machine Learning in 2024 โ€“ Beginner's Course
ML Fundamentals โšก AI Lesson
Machine Learning in 2024 โ€“ Beginner's Course
freeCodeCamp.org Beginner 2y ago
International Studies to Solve International Problems | M.A. in IRSS
ML Fundamentals
International Studies to Solve International Problems | M.A. in IRSS
Coursera Beginner 2y ago
Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
ML Fundamentals โšก AI Lesson
Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
NVIDIA Developer Beginner 2y ago
How does Groq LPU work? (w/ Head of Silicon Igor Arsovski!)
ML Fundamentals โšก AI Lesson
How does Groq LPU work? (w/ Head of Silicon Igor Arsovski!)
The AI Epiphany Beginner 2y ago
Weโ€™re already using AI more than we realize
ML Fundamentals
Weโ€™re already using AI more than we realize
Vox 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
The Good, Bad, and Ugly aspects of a Data Analyst Career!
ML Fundamentals
The Good, Bad, and Ugly aspects of a Data Analyst Career!
codebasics Intermediate 2y ago
Aprende MLOPS con este PROYECTO COMPLETO de MACHINE LEARNING!! (Cรณdigo inside)
ML Fundamentals
Aprende MLOPS con este PROYECTO COMPLETO de MACHINE LEARNING!! (Cรณdigo inside)
AlexFocus Beginner 2y ago
I Used Data Science to Buy the Dip
ML Fundamentals
I Used Data Science to Buy the Dip
ritvikmath Beginner 2y ago
Explain Machine Learning Models with SHAP in Python
ML Fundamentals โšก AI Lesson
Explain Machine Learning Models with SHAP in Python
NeuralNine Beginner 2y ago
mixtral 2x7b Quantized 2 K prompt on machine learning
ML Fundamentals
mixtral 2x7b Quantized 2 K prompt on machine learning
Patrick Devaney Beginner 2y ago
Difference between Underfitting and Overfitting
ML Fundamentals
Difference between Underfitting and Overfitting
Analytics Vidhya Beginner 2y ago
Millions of Jobs Lost, But These 5 Are Skyrocketing
ML Fundamentals
Millions of Jobs Lost, But These 5 Are Skyrocketing
Jean Lee Beginner 2y ago
What is Deep Learning (in 5 Minutes) | Course Playlist
ML Fundamentals โšก AI Lesson
What is Deep Learning (in 5 Minutes) | Course Playlist
Analytics Vidhya Beginner 2y ago
t-distributed Stochastic Neighbor Embedding (t-SNE) | Dimensionality Reduction Techniques  (4/5)
ML Fundamentals โšก AI Lesson
t-distributed Stochastic Neighbor Embedding (t-SNE) | Dimensionality Reduction Techniques (4/5)
DeepFindr Beginner 2y ago
9 Unguided data projects for your Resume!
ML Fundamentals
9 Unguided data projects for your Resume!
codebasics Beginner 2y ago
Machine Learning Model Explainability with LIME in Python
ML Fundamentals โšก AI Lesson
Machine Learning Model Explainability with LIME in Python
NeuralNine Beginner 2y ago
What are Mini Batches โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 089 #ai #ml
ML Fundamentals โšก AI Lesson
What are Mini Batches โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 089 #ai #ml
deeplizard Beginner 2y ago
Batch Basics in Deep Learning ๐Ÿง‘โ€๐Ÿซ - Beginner's Guide Training ๐Ÿ“š - Topic 088 #ai #ml
ML Fundamentals โšก AI Lesson
Batch Basics in Deep Learning ๐Ÿง‘โ€๐Ÿซ - Beginner's Guide Training ๐Ÿ“š - Topic 088 #ai #ml
deeplizard Beginner 2y ago
WHILE LOOP: It keeps doing something over and over again until a condition you set is met..
ML Fundamentals
WHILE LOOP: It keeps doing something over and over again until a condition you set is met..
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
FOR LOOP- A key tool in programming for repeating actions effortlessly!
ML Fundamentals
FOR LOOP- A key tool in programming for repeating actions effortlessly!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
ASK A PROGRAMMER - Rapid Fire 1
ML Fundamentals
ASK A PROGRAMMER - Rapid Fire 1
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
ASK A PROGRAMMER- Rapid fire Part 2
ML Fundamentals
ASK A PROGRAMMER- Rapid fire Part 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Why is it called Gradient Descent? โ“๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 087 #ai #ml
ML Fundamentals โšก AI Lesson
Why is it called Gradient Descent? โ“๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 087 #ai #ml
deeplizard Beginner 2y ago
Optimizing the Weights ๐Ÿงญ - Essentials of Backpropagation ๐Ÿ”„ - Topic 086 #ai #ml
ML Fundamentals โšก AI Lesson
Optimizing the Weights ๐Ÿงญ - Essentials of Backpropagation ๐Ÿ”„ - Topic 086 #ai #ml
deeplizard Beginner 2y ago
Gradient Descent in Action ๐Ÿ“ˆ - Derivative of the Loss ๐Ÿ”„ - Topic 085 #ai #ml
ML Fundamentals โšก AI Lesson
Gradient Descent in Action ๐Ÿ“ˆ - Derivative of the Loss ๐Ÿ”„ - Topic 085 #ai #ml
deeplizard Beginner 2y ago
Forward Pass Explained ๐Ÿ” - Neural Network Calculus ๐Ÿงฎ - Topic 084 #ai #ml
ML Fundamentals โšก AI Lesson
Forward Pass Explained ๐Ÿ” - Neural Network Calculus ๐Ÿงฎ - Topic 084 #ai #ml
deeplizard Beginner 2y ago
Wonder what #vr learning is really like?
ML Fundamentals
Wonder what #vr learning is really like?
Coursera Beginner 2y ago
Benefits of Lifting Heavy - Overhead Press with Mandy ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Benefits of Lifting Heavy - Overhead Press with Mandy ๐Ÿ’ช
deeplizard Beginner 2y ago
Weights & Losses ๐Ÿ‹๏ธ - Gradient Descent Optimization ๐Ÿ”„ - Topic 083 #ai #ml
ML Fundamentals โšก AI Lesson
Weights & Losses ๐Ÿ‹๏ธ - Gradient Descent Optimization ๐Ÿ”„ - Topic 083 #ai #ml
deeplizard Beginner 2y ago
Weight Updates for Lower Loss ๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 082 #ai #ml
ML Fundamentals โšก AI Lesson
Weight Updates for Lower Loss ๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 082 #ai #ml
deeplizard Beginner 2y ago
BSc Business Administration: Submitting a complete application and registering for the degree
ML Fundamentals
BSc Business Administration: Submitting a complete application and registering for the degree
Coursera Intermediate 2y ago
TIPS FOR A SUCCESSFUL JOB INTERVIEW
ML Fundamentals
TIPS FOR A SUCCESSFUL JOB INTERVIEW
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Minimizing the Loss ๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 081 #ai #ml
ML Fundamentals โšก AI Lesson
Minimizing the Loss ๐Ÿ“‰ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 081 #ai #ml
deeplizard Beginner 2y ago
Loss Function Output ๐Ÿ“‰ - Refining Neural Precision ๐Ÿ› ๏ธ - Topic 080 #ai #ml
ML Fundamentals โšก AI Lesson
Loss Function Output ๐Ÿ“‰ - Refining Neural Precision ๐Ÿ› ๏ธ - Topic 080 #ai #ml
deeplizard Beginner 2y ago
Chrome Extensions for Developers
ML Fundamentals
Chrome Extensions for Developers
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Insights into Loss Functions ๐Ÿ”ง - Bridging the Gap ๐ŸŒ‰ - Topic 079 #ai #ml
ML Fundamentals โšก AI Lesson
Insights into Loss Functions ๐Ÿ”ง - Bridging the Gap ๐ŸŒ‰ - Topic 079 #ai #ml
deeplizard Beginner 2y ago
Categorical Cross Entropy Loss (Part 2) ๐ŸŒŸ -  Deep Learning Beginner ๐Ÿ‘ถ - Topic 078 #ai #ml
ML Fundamentals โšก AI Lesson
Categorical Cross Entropy Loss (Part 2) ๐ŸŒŸ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 078 #ai #ml
deeplizard Beginner 2y ago
Top 10 Deep Learning Interview Questions and Answers - Part2
ML Fundamentals
Top 10 Deep Learning Interview Questions and Answers - Part2
Analytics Vidhya Intermediate 2y ago
Plate Raises for Better Posture & Strength with Mandy ๐Ÿฝ๏ธ๐Ÿ™‹โ€โ™€๏ธ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Plate Raises for Better Posture & Strength with Mandy ๐Ÿฝ๏ธ๐Ÿ™‹โ€โ™€๏ธ๐Ÿ’ช
deeplizard Beginner 2y ago
Pursuing his childhood dream of becoming a video game developer
ML Fundamentals
Pursuing his childhood dream of becoming a video game developer
Coursera Beginner 2y ago
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NVIDIA: Fundamentals of Machine Learning
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NVIDIA: Fundamentals of Machine Learning
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Introduction to AI and Machine Learning on GC - Espaรฑol
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Introduction to AI and Machine Learning on GC - Espaรฑol
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Machine Learning Algorithms: Supervised Learning Tip to Tail
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning Algorithms: Supervised Learning Tip to Tail
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AI Fundamentals in Financial Services
๐Ÿ“š Coursera Course โ†—
Self-paced
AI Fundamentals in Financial Services
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Machine Learning Rapid Prototyping with IBM Watson Studio
๐Ÿ“š Coursera Course โ†—
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Machine Learning Rapid Prototyping with IBM Watson Studio
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Production AI Model Development and Ethics
๐Ÿ“š Coursera Course โ†—
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Production AI Model Development and Ethics
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