Foundations

ML Fundamentals

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

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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
Live Day 2- TimeSeries,ETS,EWMA,ARIMA,SARIMAX, Fbprophet Session
ML Fundamentals
Live Day 2- TimeSeries,ETS,EWMA,ARIMA,SARIMAX, Fbprophet Session
Krish Naik Intermediate 4y ago
Reinforcement Learning (RL) Open Source Fest 2021 | Final Presentations - Part 1
ML Fundamentals
Reinforcement Learning (RL) Open Source Fest 2021 | Final Presentations - Part 1
Microsoft Research Intermediate 4y ago
Simple Linear Regression in Python
ML Fundamentals
Simple Linear Regression in Python
Real Python Beginner 4y ago
A Repulsion Simulation! But Why? ๐Ÿฐ
ML Fundamentals
A Repulsion Simulation! But Why? ๐Ÿฐ
Two Minute Papers Beginner 4y ago
How the Tech giants are using our data for their business | Amazon |Google | Entri
ML Fundamentals โšก AI Lesson
How the Tech giants are using our data for their business | Amazon |Google | Entri
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 4y ago
Announcing Time Series Live Session With Syllabus And Prerequisites
ML Fundamentals
Announcing Time Series Live Session With Syllabus And Prerequisites
Krish Naik Intermediate 4y ago
Python Pong AI Tutorial - Using NEAT
ML Fundamentals
Python Pong AI Tutorial - Using NEAT
Tech With Tim Beginner 4y ago
Mitigating Risks in Cloud Native Applications
ML Fundamentals
Mitigating Risks in Cloud Native Applications
The New Stack Beginner 4y ago
Enhancing customer experiences using Amazon Personalize - AWS Online Tech Talk
ML Fundamentals
Enhancing customer experiences using Amazon Personalize - AWS Online Tech Talk
AWS Developers Intermediate 4y ago
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
ML Fundamentals
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
AssemblyAI Beginner 4y ago
Machine Learning - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Machine Learning - Deep Learning Dictionary
deeplizard Beginner 4y ago
Map Your Success - in conversation with Kathryn Bishop
ML Fundamentals
Map Your Success - in conversation with Kathryn Bishop
Saรฏd Business School, University of Oxford Beginner 4y ago
Ratings and Rankings -- Using Deep Learning When Class Labels Have A Natural Order
ML Fundamentals
Ratings and Rankings -- Using Deep Learning When Class Labels Have A Natural Order
Sebastian Raschka Beginner 4y ago
All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)
ML Fundamentals โšก AI Lesson
All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)
Yannic Kilcher Beginner 4y ago
W&B Fastbook Reading Group โ€” Fastai Documentation Sprint w/ Zach Mueller
ML Fundamentals โšก AI Lesson
W&B Fastbook Reading Group โ€” Fastai Documentation Sprint w/ Zach Mueller
Weights & Biases Beginner 4y ago
Tracking Elephant Clusters
ML Fundamentals โšก AI Lesson
Tracking Elephant Clusters
Data Skeptic Beginner 4y ago
NLP with TF Keras and HF Transformers with Merve Noyan
ML Fundamentals โšก AI Lesson
NLP with TF Keras and HF Transformers with Merve Noyan
Weights & Biases Beginner 4y ago
How to transition into a career in ML/AI
ML Fundamentals โšก AI Lesson
How to transition into a career in ML/AI
DeepLearningAI Beginner 4y ago
Skills Required for a DATA Analyst. | Python , JavaScript, NodeJS etc.
ML Fundamentals
Skills Required for a DATA Analyst. | Python , JavaScript, NodeJS etc.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 4y ago
9 Google Search Tips for Machine Learning
ML Fundamentals
9 Google Search Tips for Machine Learning
Automata Learning Lab Beginner 4y ago
Neural Networks Summary: All hyperparameters
ML Fundamentals
Neural Networks Summary: All hyperparameters
AssemblyAI Beginner 4y ago
Decision Trees are more powerful than you think
ML Fundamentals โšก AI Lesson
Decision Trees are more powerful than you think
CodeEmporium Beginner 4y ago
Narrow AI vs. AGI - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Narrow AI vs. AGI - Deep Learning Dictionary
deeplizard Beginner 4y ago
Titanic Survival Prediction in Python - Machine Learning Project
ML Fundamentals โšก AI Lesson
Titanic Survival Prediction in Python - Machine Learning Project
NeuralNine Intermediate 4y ago
Oh, wait, actually the best Wordle opener is not โ€œcraneโ€โ€ฆ
ML Fundamentals
Oh, wait, actually the best Wordle opener is not โ€œcraneโ€โ€ฆ
3Blue1Brown Intermediate 4y ago
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
ML Fundamentals โšก AI Lesson
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
sentdex Beginner 4y ago
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
ML Fundamentals
Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew)
AWS Developers Intermediate 4y ago
Research talk: Maia Chess: A human-like neural network chess engine
ML Fundamentals โšก AI Lesson
Research talk: Maia Chess: A human-like neural network chess engine
Microsoft Research Advanced 4y ago
Happy Birthday Python Programming Language๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ
ML Fundamentals
Happy Birthday Python Programming Language๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ
Krish Naik Intermediate 4y ago
Live Day 3-Live Session On EDA And Feature Engineering- Flight Price Prediction Dataset
ML Fundamentals
Live Day 3-Live Session On EDA And Feature Engineering- Flight Price Prediction Dataset
Krish Naik Intermediate 4y ago
Live Day 2-Live Session On EDA And Feature Engineering- Black Friday Dataset
ML Fundamentals
Live Day 2-Live Session On EDA And Feature Engineering- Black Friday Dataset
Krish Naik Intermediate 4y ago
Live Day 1-Live Session On EDA And Feature Engineering- Zomato Dataset
ML Fundamentals
Live Day 1-Live Session On EDA And Feature Engineering- Zomato Dataset
Krish Naik Intermediate 4y ago
Prerequisites To Attend The Live Session On EDA And Feature Engineering
ML Fundamentals
Prerequisites To Attend The Live Session On EDA And Feature Engineering
Krish Naik Intermediate 4y ago
Announcing Next Community Session 7 Days Live Session From 17th Feb
ML Fundamentals
Announcing Next Community Session 7 Days Live Session From 17th Feb
Krish Naik Beginner 4y ago
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
ML Fundamentals
Best Laptops For Data Science In 2022 With Geforce RTX GPU's
Krish Naik Intermediate 4y ago
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
ML Fundamentals
Announcing Kids Tech Oneneuron Platform- Now Kids Can Learn Amazing Tech
Krish Naik Beginner 4y ago
Announcing Live Classes And Course-A-Thon In One Neuron Platform
ML Fundamentals
Announcing Live Classes And Course-A-Thon In One Neuron Platform
Krish Naik Intermediate 4y ago
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
ML Fundamentals
Research talk: Leveraging uncertainty in machine learning to bridge computation and experimentation
Microsoft Research Beginner 4y ago
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
ML Fundamentals
Tutorial: Accelerating research with the InnerEye medical imaging toolbox and Azure machine learning
Microsoft Research Beginner 4y ago
Research talk: AI in medical imaging: Whatโ€™s next?
ML Fundamentals
Research talk: AI in medical imaging: Whatโ€™s next?
Microsoft Research Beginner 4y ago
Research talk: Decrypting the secret of gene regulation with AI
ML Fundamentals โšก AI Lesson
Research talk: Decrypting the secret of gene regulation with AI
Microsoft Research Beginner 4y ago
Closing remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Closing remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Research talk: Torchy: A tracing JIT compiler for PyTorch
ML Fundamentals
Research talk: Torchy: A tracing JIT compiler for PyTorch
Microsoft Research Advanced 4y ago
Opening remarks: Empowering software developers and mathematicians with next-generation AI
ML Fundamentals
Opening remarks: Empowering software developers and mathematicians with next-generation AI
Microsoft Research Beginner 4y ago
Closing remarks: Causal Machine Learning
ML Fundamentals
Closing remarks: Causal Machine Learning
Microsoft Research Beginner 4y ago
Research talk: Causal ML and fairness
ML Fundamentals โšก AI Lesson
Research talk: Causal ML and fairness
Microsoft Research Beginner 4y ago
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
ML Fundamentals
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
Microsoft Research Advanced 4y ago
Research talk: Can causal learning improve the privacy of ML models?
ML Fundamentals
Research talk: Can causal learning improve the privacy of ML models?
Microsoft Research Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to AI and Machine Learning on GC - Espaรฑol
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Self-paced
Introduction to AI and Machine Learning on GC - Espaรฑol
Opens on Coursera โ†—
Data Mining in Python
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Self-paced
Data Mining in Python
Opens on Coursera โ†—
Model Thinking
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Self-paced
Model Thinking
Opens on Coursera โ†—
Custom and Distributed Training with TensorFlow
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Self-paced
Custom and Distributed Training with TensorFlow
Opens on Coursera โ†—
AI Workflow: AI in Production
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Self-paced
AI Workflow: AI in Production
Opens on Coursera โ†—
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Opens on Coursera โ†—