Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — 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
#mlops #machinelearning #Union #Flyte
ML Fundamentals ⚡ AI Lesson
#mlops #machinelearning #Union #Flyte
MLOps.community Beginner 2y ago
Shreya Shankar: Continual training pipeline
ML Fundamentals ⚡ AI Lesson
Shreya Shankar: Continual training pipeline
Weights & Biases Advanced 2y ago
The impact of Generative AI in different industries
ML Fundamentals ⚡ AI Lesson
The impact of Generative AI in different industries
TensorFlow Beginner 2y ago
Community matters: 8 reasons why you should be involved with Kaggle
ML Fundamentals ⚡ AI Lesson
Community matters: 8 reasons why you should be involved with Kaggle
TensorFlow Beginner 2y ago
Remember Conditional Statements Like a Pro! #codingtips  #memoryhacks #programming
ML Fundamentals
Remember Conditional Statements Like a Pro! #codingtips #memoryhacks #programming
Entri Coding മലയാളം Beginner 2y ago
Texture Painting 3D Objects Using AI at Real-Time Live! SIGGRAPH Asia 2023
ML Fundamentals ⚡ AI Lesson
Texture Painting 3D Objects Using AI at Real-Time Live! SIGGRAPH Asia 2023
NVIDIA Developer Intermediate 2y ago
Detecting Fraud in Financial Services Using AI Inference
ML Fundamentals
Detecting Fraud in Financial Services Using AI Inference
NVIDIA Developer Advanced 2y ago
Defining Regular Expressions (RegEx) - Computerphile
ML Fundamentals ⚡ AI Lesson
Defining Regular Expressions (RegEx) - Computerphile
Computerphile Intermediate 2y ago
#mlops #machinelearning #Union #Flyte
ML Fundamentals ⚡ AI Lesson
#mlops #machinelearning #Union #Flyte
MLOps.community Beginner 2y ago
A short on shorts
ML Fundamentals
A short on shorts
3Blue1Brown Intermediate 2y ago
Shreya Shankar: Natural causes of data drift
ML Fundamentals ⚡ AI Lesson
Shreya Shankar: Natural causes of data drift
Weights & Biases Intermediate 2y ago
Drive Traffic with Brand Authority
ML Fundamentals
Drive Traffic with Brand Authority
Moz Beginner 2y ago
Find Most Important Features For Machine Learning in Python
ML Fundamentals ⚡ AI Lesson
Find Most Important Features For Machine Learning in Python
NeuralNine Beginner 2y ago
Roadmap to Learn Generative AI(LLM's) In 2024 With Free Videos And Materials- Krish Naik
ML Fundamentals
Roadmap to Learn Generative AI(LLM's) In 2024 With Free Videos And Materials- Krish Naik
Krish Naik Beginner 2y ago
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
ML Fundamentals
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
edureka! Beginner 2y ago
A pretty way to add weighted dice
ML Fundamentals ⚡ AI Lesson
A pretty way to add weighted dice
3Blue1Brown Intermediate 2y ago
The Easy Trick to Understand any Data Science Formula
ML Fundamentals
The Easy Trick to Understand any Data Science Formula
ritvikmath Beginner 2y ago
Reinforcement Learning through Human Feedback - EXPLAINED! | RLHF
ML Fundamentals ⚡ AI Lesson
Reinforcement Learning through Human Feedback - EXPLAINED! | RLHF
CodeEmporium Advanced 2y ago
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
ML Fundamentals
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
Umar Jamil 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
Making Data Scientists More Productive at Tala
ML Fundamentals ⚡ AI Lesson
Making Data Scientists More Productive at Tala
Outerbounds Beginner 2y ago
Illinois Tech's MBA Program!
ML Fundamentals
Illinois Tech's MBA Program!
Coursera Beginner 2y ago
Can We Learn Generative AI Without Knowing Machine Learning And Deep Learning?
ML Fundamentals
Can We Learn Generative AI Without Knowing Machine Learning And Deep Learning?
Krish Naik Beginner 2y ago
Principal Component Analysis (PCA) | Dimensionality Reduction Techniques  (2/5)
ML Fundamentals ⚡ AI Lesson
Principal Component Analysis (PCA) | Dimensionality Reduction Techniques (2/5)
DeepFindr Beginner 2y ago
ArjanCodes Q&A 2023 | Everything You Wanted to Know!
ML Fundamentals
ArjanCodes Q&A 2023 | Everything You Wanted to Know!
ArjanCodes Beginner 2y ago
How to start a career in marketing with the University of London
ML Fundamentals
How to start a career in marketing with the University of London
Coursera Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Trustworthy Graph AI,  Rex Ying
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Trustworthy Graph AI, Rex Ying
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Geometric Graph Learning, Minkai Xu
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Geometric Graph Learning, Minkai Xu
Stanford Online Beginner 2y ago
Latest Generative AI products and solutions on Google Cloud
ML Fundamentals ⚡ AI Lesson
Latest Generative AI products and solutions on Google Cloud
TensorFlow Beginner 2y ago
Unlock the power of Generative AI: From understanding its principles to utilizing its power
ML Fundamentals ⚡ AI Lesson
Unlock the power of Generative AI: From understanding its principles to utilizing its power
TensorFlow Beginner 2y ago
Deploying ML models to mobile devices
ML Fundamentals ⚡ AI Lesson
Deploying ML models to mobile devices
TensorFlow Intermediate 2y ago
Keras: Shortcut to AI mastery
ML Fundamentals ⚡ AI Lesson
Keras: Shortcut to AI mastery
TensorFlow Intermediate 2y ago
Data-centric AI: A new paradigm
ML Fundamentals ⚡ AI Lesson
Data-centric AI: A new paradigm
TensorFlow Beginner 2y ago
The future of frameworks: Navigate the OSS landscape
ML Fundamentals ⚡ AI Lesson
The future of frameworks: Navigate the OSS landscape
TensorFlow Beginner 2y ago
What's new in Machine Learning Keynote
ML Fundamentals ⚡ AI Lesson
What's new in Machine Learning Keynote
TensorFlow Beginner 2y ago
Enabling anyone to build with Google AI
ML Fundamentals ⚡ AI Lesson
Enabling anyone to build with Google AI
TensorFlow Intermediate 2y ago
On-device fetal ultrasound assessment with TensorFlow Lite
ML Fundamentals ⚡ AI Lesson
On-device fetal ultrasound assessment with TensorFlow Lite
TensorFlow Beginner 2y ago
A simple image convolution
ML Fundamentals ⚡ AI Lesson
A simple image convolution
3Blue1Brown Beginner 2y ago
#mlops #machinelearning #Union #Flyte
ML Fundamentals
#mlops #machinelearning #Union #Flyte
MLOps.community Beginner 2y ago
The chessboard and coins puzzle
ML Fundamentals
The chessboard and coins puzzle
3Blue1Brown Intermediate 2y ago
Top 5 takeaways from Women in Machine Learning Symposium 2023
ML Fundamentals ⚡ AI Lesson
Top 5 takeaways from Women in Machine Learning Symposium 2023
TensorFlow Beginner 2y ago
Using AI To Train AI
ML Fundamentals
Using AI To Train AI
Krish Naik Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Advanced Topics in GNNs
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Advanced Topics in GNNs
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I GNNs for Recommender Systems
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I GNNs for Recommender Systems
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Knowledge Graph Embeddings
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Knowledge Graph Embeddings
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Machine Learning with Heterogeneous Graphs
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Machine Learning with Heterogeneous Graphs
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Label Propagation on Graphs
ML Fundamentals
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Label Propagation on Graphs
Stanford Online Beginner 2y ago
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Graph Neural Networks
ML Fundamentals ⚡ AI Lesson
Stanford CS224W: Machine Learning w/ Graphs I 2023 I Graph Neural Networks
Stanford Online Beginner 2y ago
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