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
The spelled-out intro to neural networks and backpropagation: building micrograd
ML Fundamentals
The spelled-out intro to neural networks and backpropagation: building micrograd
Andrej Karpathy Beginner 3y ago
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
ML Fundamentals
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
Nicholas Renotte Beginner 3y ago
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
ML Fundamentals
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
AWS Developers Intermediate 3y ago
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
ML Fundamentals
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Stable diffusion dreams of steam punk neural networks
ML Fundamentals
Stable diffusion dreams of steam punk neural networks
Andrej Karpathy Intermediate 3y ago
Tons of Machine Learning FEATURE data? Try this!
ML Fundamentals
Tons of Machine Learning FEATURE data? Try this!
Nicholas Renotte Beginner 3y ago
Active Learning. The Secret of Training Models Without Labels.
ML Fundamentals
Active Learning. The Secret of Training Models Without Labels.
Underfitted Advanced 3y ago
Advance NLP Series Announcement- Happy 76th Independence Day
ML Fundamentals
Advance NLP Series Announcement- Happy 76th Independence Day
Krish Naik Intermediate 3y ago
Learn machine learning EASILY and FREE๐Ÿ‘ฉโ€๐Ÿ’ป #technology #programming #software #machinelearning
0:34
ML Fundamentals
Learn machine learning EASILY and FREE๐Ÿ‘ฉโ€๐Ÿ’ป #technology #programming #software #machinelearning
Coding with Lewis Beginner 3y ago
Why is it called "DEEP" Learning? ๐Ÿค”๐Ÿง  - Topic 009 #ai #ml
ML Fundamentals
Why is it called "DEEP" Learning? ๐Ÿค”๐Ÿง  - Topic 009 #ai #ml
deeplizard Beginner 3y ago
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ML Fundamentals
How I Easily Optimized My Blogging Website In Minutes With 10Web Booster
Krish Naik Beginner 3y ago
Autoencoders that can dance with you - Made with TensorFlow.js
ML Fundamentals
Autoencoders that can dance with you - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
Deep Learning Defined for Beginners ๐Ÿง ๐Ÿ“˜ - Topic 008 #ai #ml
ML Fundamentals
Deep Learning Defined for Beginners ๐Ÿง ๐Ÿ“˜ - Topic 008 #ai #ml
deeplizard Beginner 3y ago
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
ML Fundamentals
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
Rob Mulla Beginner 3y ago
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
ML Fundamentals
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
Ray Sawvell Beginner 3y ago
TikTok Attribution Manager
ML Fundamentals
TikTok Attribution Manager
Paid Media Pros Beginner 3y ago
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
ML Fundamentals
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
NVIDIA Developer Beginner 3y ago
Introduction To Autoencoders In Machine Learning.
ML Fundamentals
Introduction To Autoencoders In Machine Learning.
Underfitted Beginner 3y ago
Self-/Unsupervised GNN Training
ML Fundamentals
Self-/Unsupervised GNN Training
DeepFindr Beginner 3y ago
Writing Code in Jupyter Notebooks #shorts
ML Fundamentals
Writing Code in Jupyter Notebooks #shorts
Jay Alammar Beginner 3y ago
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
ML Fundamentals
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
MLOps.community Beginner 3y ago
Advanced features on TensorFlow Serving
ML Fundamentals
Advanced features on TensorFlow Serving
TensorFlow Beginner 3y ago
Accelerating Your AI Career
ML Fundamentals
Accelerating Your AI Career
DeepLearningAI Beginner 3y ago
L13.5 What's The Difference Between Cross-Correlation And Convolution?
ML Fundamentals
L13.5 What's The Difference Between Cross-Correlation And Convolution?
Sebastian Raschka Beginner 3y ago
TensorFlow in 100 Seconds
ML Fundamentals
TensorFlow in 100 Seconds
Fireship Beginner 3y ago
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
ML Fundamentals
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
MLOps.community Intermediate 3y ago
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
1littlecoder Beginner 3y ago
Scratch? Python? C? Kernighan on Languages for Kids Coding - Computerphile
ML Fundamentals
Scratch? Python? C? Kernighan on Languages for Kids Coding - Computerphile
Computerphile Intermediate 3y ago
The truth about AI and why you should learn it - Computerphile explains
ML Fundamentals
The truth about AI and why you should learn it - Computerphile explains
David Bombal Beginner 3y ago
How digital assistants like Siri work #shorts
ML Fundamentals
How digital assistants like Siri work #shorts
Jay Alammar Beginner 3y ago
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
ML Fundamentals
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
CodeEmporium Beginner 3y ago
Optimizing Model Deployments with Triton Model Analyzer
ML Fundamentals
Optimizing Model Deployments with Triton Model Analyzer
NVIDIA Developer Beginner 3y ago
AUTOMATED calculus in Tensorflow with Python?
ML Fundamentals
AUTOMATED calculus in Tensorflow with Python?
Nicholas Renotte Beginner 3y ago
Machine Learning Defined for Beginners ๐Ÿค–๐Ÿ“˜ - Topic 007 #ai #ml
ML Fundamentals
Machine Learning Defined for Beginners ๐Ÿค–๐Ÿ“˜ - Topic 007 #ai #ml
deeplizard Beginner 3y ago
Building a Machine Learning API in 15 Minutes | Coding Challenge
ML Fundamentals
Building a Machine Learning API in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Artificial Intelligence Defined for Beginners ๐Ÿค–๐Ÿ“š - Topic 006 #ai #ml
ML Fundamentals
Artificial Intelligence Defined for Beginners ๐Ÿค–๐Ÿ“š - Topic 006 #ai #ml
deeplizard Beginner 3y ago
The foundation of ALL DEEP LEARNING...np.matmul
ML Fundamentals
The foundation of ALL DEEP LEARNING...np.matmul
Nicholas Renotte Beginner 3y ago
DL โІ ML โІ AI: Understanding the Connection ๐Ÿ“Š๐Ÿง  - Topic 005 #ai #ml #deeplearning
ML Fundamentals
DL โІ ML โІ AI: Understanding the Connection ๐Ÿ“Š๐Ÿง  - Topic 005 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Deep Learning 101: What's Inside for Newbies?๐Ÿšช๐Ÿง  - Topic 004 #ai #ml #deeplearning
ML Fundamentals
Deep Learning 101: What's Inside for Newbies?๐Ÿšช๐Ÿง  - Topic 004 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Exploring Deep Learning: 4 Core Applications ๐Ÿ—บ๏ธ๐Ÿง  - Topic 003 #ai
ML Fundamentals
Exploring Deep Learning: 4 Core Applications ๐Ÿ—บ๏ธ๐Ÿง  - Topic 003 #ai
deeplizard Beginner 3y ago
Earliest and Most Popular Use of Deep Learning ๐Ÿ•ฐ๏ธ๐Ÿ”ฅ - Topic 002 #ai
ML Fundamentals
Earliest and Most Popular Use of Deep Learning ๐Ÿ•ฐ๏ธ๐Ÿ”ฅ - Topic 002 #ai
deeplizard Beginner 3y ago
New to Deep Learning? ๐Ÿง ๐Ÿ’กStart Here! ๐Ÿ‘‰๐Ÿš€ - Topic 001 #ai #ml #deeplearning
ML Fundamentals
New to Deep Learning? ๐Ÿง ๐Ÿ’กStart Here! ๐Ÿ‘‰๐Ÿš€ - Topic 001 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Introduction to Adversarial Validation In Machine Learning.
ML Fundamentals
Introduction to Adversarial Validation In Machine Learning.
Underfitted Beginner 3y ago
Relu Activation Function - Deep Learning Dictionary
ML Fundamentals
Relu Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
Argo Workflows // Kemal Tugrul Yesilbek // MLOps  Meetup #108
ML Fundamentals
Argo Workflows // Kemal Tugrul Yesilbek // MLOps Meetup #108
MLOps.community Beginner 3y ago
History Of Machine Learning- Dicussing The Entire Timeline
ML Fundamentals
History Of Machine Learning- Dicussing The Entire Timeline
Krish Naik Intermediate 3y ago
Coming up with Data Science and Machine Learning Project IDEAS!
ML Fundamentals
Coming up with Data Science and Machine Learning Project IDEAS!
Nicholas Renotte Beginner 3y ago
3D MRI brain segmentation - Made with TensorFlow.js
ML Fundamentals
3D MRI brain segmentation - Made with TensorFlow.js
TensorFlow Beginner 3y ago
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Optimize Deep Learning: Tune PyTorch Models
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Optimize Deep Learning: Tune PyTorch Models
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Google Cloud Speech API: Qwik Start
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Train Machine Learning Models
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Train Machine Learning Models
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Machine Learning with Small Data Part 1
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Machine Learning with Small Data Part 1
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Applied Unsupervised Learning in Python
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Applied Unsupervised Learning in Python
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Graphs and Networks
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Graphs and Networks
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