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
Calculating Vector Norms - Linear Algebra for Data Science - IV
ML Fundamentals
Calculating Vector Norms - Linear Algebra for Data Science - IV
Harshit Tyagi Beginner 5y ago
How important is programming and machine learning for a Data Analyst?
ML Fundamentals
How important is programming and machine learning for a Data Analyst?
codebasics Beginner 5y ago
Machine Learning And Deep Learning Model Deployment Architecture Using TF Lite In Mobile
ML Fundamentals
Machine Learning And Deep Learning Model Deployment Architecture Using TF Lite In Mobile
Krish Naik Beginner 5y ago
Machine Learning And Deep Learning Model Deployment Architecture Using API's
ML Fundamentals
Machine Learning And Deep Learning Model Deployment Architecture Using API's
Krish Naik Beginner 5y ago
Hamming codes part 2: The one-line implementation
ML Fundamentals
Hamming codes part 2: The one-line implementation
3Blue1Brown Intermediate 5y ago
But what are Hamming codes? The origin of error correction
ML Fundamentals
But what are Hamming codes? The origin of error correction
3Blue1Brown Beginner 5y ago
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
ML Fundamentals
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
Microsoft Research Advanced 5y ago
Machine Learning Crash Course With ML.NET
ML Fundamentals ⚡ AI Lesson
Machine Learning Crash Course With ML.NET
Traversy Media Beginner 5y ago
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
ML Fundamentals
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
Microsoft Research Advanced 5y ago
TensorFlow Quantum (Quantum Summer Symposium 2020)
ML Fundamentals ⚡ AI Lesson
TensorFlow Quantum (Quantum Summer Symposium 2020)
TensorFlow Beginner 5y ago
VAR Model in Python : Time Series Talk
ML Fundamentals
VAR Model in Python : Time Series Talk
ritvikmath Intermediate 5y ago
PyTorch Tutorial - RNN & LSTM & GRU - Recurrent Neural Nets
ML Fundamentals
PyTorch Tutorial - RNN & LSTM & GRU - Recurrent Neural Nets
Patrick Loeber Beginner 5y ago
MobileNet Image Classification with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
MobileNet Image Classification with TensorFlow's Keras API
deeplizard Beginner 5y ago
Suzana Ilić — Cultivating Machine Learning Communities
ML Fundamentals
Suzana Ilić — Cultivating Machine Learning Communities
Weights & Biases Intermediate 5y ago
1.1 Course overview (L01: What is Machine Learning)
ML Fundamentals
1.1 Course overview (L01: What is Machine Learning)
Sebastian Raschka Beginner 5y ago
March 28, 2019 - MCIT Online Admissions Webinar: Big Data with Prof. Sampath Kannan
ML Fundamentals
March 28, 2019 - MCIT Online Admissions Webinar: Big Data with Prof. Sampath Kannan
Coursera Beginner 5y ago
1.4 Notation (L01: What is Machine Learning)
ML Fundamentals
1.4 Notation (L01: What is Machine Learning)
Sebastian Raschka Beginner 5y ago
Deep Learning Design Patterns with Andrew Ferlitsch
ML Fundamentals
Deep Learning Design Patterns with Andrew Ferlitsch
Weights & Biases Beginner 5y ago
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
ML Fundamentals ⚡ AI Lesson
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
What's AI by Louis-François Bouchard Beginner 5y ago
TensorFlow Tutorial 16 - Custom Training Loops
ML Fundamentals
TensorFlow Tutorial 16 - Custom Training Loops
Aladdin Persson Beginner 5y ago
handcalcs - Automatically render LATEX equations from Python Math Code
ML Fundamentals
handcalcs - Automatically render LATEX equations from Python Math Code
1littlecoder Beginner 5y ago
Assessing Property Damage with AI
ML Fundamentals
Assessing Property Damage with AI
NVIDIA Developer Intermediate 5y ago
TensorFlow Tutorial 15 - Customizing Model.Fit
ML Fundamentals
TensorFlow Tutorial 15 - Customizing Model.Fit
Aladdin Persson Beginner 5y ago
How I Pick Stocks.
ML Fundamentals
How I Pick Stocks.
ritvikmath Beginner 5y ago
GPU bench-marking with image classification | Deep Learning Tutorial 17 (Tensorflow2.0, Python)
ML Fundamentals
GPU bench-marking with image classification | Deep Learning Tutorial 17 (Tensorflow2.0, Python)
codebasics Beginner 5y ago
Fast.ai v2 Released - What's New?
ML Fundamentals
Fast.ai v2 Released - What's New?
Roboflow Beginner 5y ago
The Essential Main Ideas of Neural Networks
ML Fundamentals ⚡ AI Lesson
The Essential Main Ideas of Neural Networks
StatQuest with Josh Starmer Beginner 5y ago
How to get started with Machine Learning
ML Fundamentals
How to get started with Machine Learning
Aleksa Gordić - The AI Epiphany Beginner 5y ago
Deep Reinforcement Learning Tutorial for Python in 20 Minutes
ML Fundamentals
Deep Reinforcement Learning Tutorial for Python in 20 Minutes
Nicholas Renotte Beginner 5y ago
Deploy Any Machine Learning Or Deep Learning Model On Google Cloud Platform (App Engine)
ML Fundamentals
Deploy Any Machine Learning Or Deep Learning Model On Google Cloud Platform (App Engine)
Abhishek Thakur Beginner 5y ago
Why I'm Starting Data Science Over Again.
ML Fundamentals ⚡ AI Lesson
Why I'm Starting Data Science Over Again.
Ken Jee Beginner 5y ago
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
ML Fundamentals ⚡ AI Lesson
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Laziness in Python - Computerphile
ML Fundamentals ⚡ AI Lesson
Laziness in Python - Computerphile
Computerphile Intermediate 5y ago
Data Science Is Just Not About Model Building
ML Fundamentals
Data Science Is Just Not About Model Building
Krish Naik Intermediate 5y ago
1.3 Categories of Machine Learning (L01: What is Machine Learning)
ML Fundamentals
1.3 Categories of Machine Learning (L01: What is Machine Learning)
Sebastian Raschka Beginner 5y ago
1.2 What is Machine Learning (L01: What is Machine Learning)
ML Fundamentals ⚡ AI Lesson
1.2 What is Machine Learning (L01: What is Machine Learning)
Sebastian Raschka Beginner 5y ago
Live -End To End Docker Implementation Of Data  Science Projects
ML Fundamentals
Live -End To End Docker Implementation Of Data Science Projects
Krish Naik Intermediate 5y ago
W&B Deep Learning Salon - Dylan Paiton & Andrew Ferlitsch
ML Fundamentals ⚡ AI Lesson
W&B Deep Learning Salon - Dylan Paiton & Andrew Ferlitsch
Weights & Biases Beginner 5y ago
Debugging Server Side Application Using Python In Pycharm
ML Fundamentals
Debugging Server Side Application Using Python In Pycharm
Krish Naik Intermediate 5y ago
Tutorial 7-Build,Train,Deploy Machine Learning Model AWS SageMaker- Predicting Test Data Endpoints
ML Fundamentals
Tutorial 7-Build,Train,Deploy Machine Learning Model AWS SageMaker- Predicting Test Data Endpoints
Krish Naik Beginner 5y ago
Live- Conversation With Data Structure And Algorithms Mentor For Free Community Session
ML Fundamentals
Live- Conversation With Data Structure And Algorithms Mentor For Free Community Session
Krish Naik Intermediate 5y ago
Tutorial 6-Build,Train,Deploy Machine Learning Model AWS SageMaker- Deployment Of Xgboost ML Model
ML Fundamentals
Tutorial 6-Build,Train,Deploy Machine Learning Model AWS SageMaker- Deployment Of Xgboost ML Model
Krish Naik Beginner 5y ago
Tutorial 5-Build,Train, Deploy Machine Learning Model In AWS SageMaker-Training Xgboost ML ALgo
ML Fundamentals
Tutorial 5-Build,Train, Deploy Machine Learning Model In AWS SageMaker-Training Xgboost ML ALgo
Krish Naik Beginner 5y ago
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
ML Fundamentals
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
Krish Naik Beginner 5y ago
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
ML Fundamentals
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
Krish Naik Beginner 5y ago
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
ML Fundamentals
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
Krish Naik Beginner 5y ago
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
ML Fundamentals
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
Weights & Biases Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Machine Learning with Small Data Part 2
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Self-paced
Machine Learning with Small Data Part 2
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Interpretable machine learning applications: Part 3
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Self-paced
Interpretable machine learning applications: Part 3
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Machine Learning Using SAS Viya
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Self-paced
Machine Learning Using SAS Viya
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Pricing Options with Mathematical Models
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Self-paced
Pricing Options with Mathematical Models
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Building iOS Games with SpriteKit - From Zero to Hero
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Self-paced
Building iOS Games with SpriteKit - From Zero to Hero
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Logistic Regression with NumPy and Python
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Self-paced
Logistic Regression with NumPy and Python
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