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
Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84
ML Fundamentals ⚡ AI Lesson
Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84
MLOps.community Beginner 4y ago
Causal Inference in Deep Learning (Podcast Overview with Brady Neal)
ML Fundamentals ⚡ AI Lesson
Causal Inference in Deep Learning (Podcast Overview with Brady Neal)
Connor Shorten Beginner 4y ago
Are Online Courses Inferior to University Courses? - Coursera/Edx/Udemy
ML Fundamentals ⚡ AI Lesson
Are Online Courses Inferior to University Courses? - Coursera/Edx/Udemy
Aladdin Persson Beginner 4y ago
This is one of the easiest ways to use machine learning #programming #technology #machinelearning
ML Fundamentals
This is one of the easiest ways to use machine learning #programming #technology #machinelearning
Coding with Lewis Beginner 4y ago
Conditional Random Fields : Data Science Concepts
ML Fundamentals
Conditional Random Fields : Data Science Concepts
ritvikmath Beginner 4y ago
Future Computers Will Be Radically Different (Analog Computing)
ML Fundamentals
Future Computers Will Be Radically Different (Analog Computing)
Veritasium Beginner 4y ago
Global Master's in ELT Leadership Admissions webinar
ML Fundamentals
Global Master's in ELT Leadership Admissions webinar
Coursera Beginner 4y ago
Deep Learning - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Deep Learning - Deep Learning Dictionary
deeplizard Beginner 4y ago
Live Day 3- ARIMA,SARIMAX, Fbprophet Session
ML Fundamentals
Live Day 3- ARIMA,SARIMAX, Fbprophet Session
Krish Naik Intermediate 4y ago
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? 🐰
ML Fundamentals
A Repulsion Simulation! But Why? 🐰
Two Minute Papers Beginner 4y ago
How the Tech giants are using our data for their business | Amazon |Google | Entri
ML Fundamentals ⚡ AI Lesson
How the Tech giants are using our data for their business | Amazon |Google | Entri
Entri Coding മലയാളം Beginner 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 ⚡ 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
Saïd 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 ⚡ 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 — Fastai Documentation Sprint w/ Zach Mueller
ML Fundamentals ⚡ AI Lesson
W&B Fastbook Reading Group — Fastai Documentation Sprint w/ Zach Mueller
Weights & Biases Beginner 4y ago
Tracking Elephant Clusters
ML Fundamentals ⚡ AI Lesson
Tracking Elephant Clusters
Data Skeptic Beginner 4y ago
NLP with TF Keras and HF Transformers with Merve Noyan
ML Fundamentals ⚡ 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 ⚡ 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 മലയാളം 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 ⚡ AI Lesson
Decision Trees are more powerful than you think
CodeEmporium Beginner 4y ago
Titanic Survival Prediction in Python - Machine Learning Project
ML Fundamentals ⚡ AI Lesson
Titanic Survival Prediction in Python - Machine Learning Project
NeuralNine Intermediate 4y ago
Oh, wait, actually the best Wordle opener is not “crane”…
ML Fundamentals
Oh, wait, actually the best Wordle opener is not “crane”…
3Blue1Brown Intermediate 4y ago
The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short
ML Fundamentals ⚡ 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 ⚡ AI Lesson
Research talk: Maia Chess: A human-like neural network chess engine
Microsoft Research Advanced 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
Happy Birthday Python Programming Language🥳🥳🥳🥳
ML Fundamentals
Happy Birthday Python Programming Language🥳🥳🥳🥳
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
Narrow AI vs. AGI - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Narrow AI vs. AGI - Deep Learning Dictionary
deeplizard Beginner 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
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Guided Tour of Machine Learning in Finance
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Deploy and Optimize Cloud AI Architectures
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