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
This Neural Network Regenerates…Kind Of 🦎
ML Fundamentals
This Neural Network Regenerates…Kind Of 🦎
Two Minute Papers Beginner 6y ago
AdaBoost in Python - Machine Learning From Scratch 13 - Python Tutorial
ML Fundamentals
AdaBoost in Python - Machine Learning From Scratch 13 - Python Tutorial
Patrick Loeber Beginner 6y ago
Differentiable convex optimization layers (TF Dev Summit '20)
ML Fundamentals
Differentiable convex optimization layers (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Scaling TensorFlow 2 models to multi-worker GPUs (TF Dev Summit '20)
ML Fundamentals
Scaling TensorFlow 2 models to multi-worker GPUs (TF Dev Summit '20)
TensorFlow Advanced 6y ago
Facial Recognition on Video with Python
ML Fundamentals
Facial Recognition on Video with Python
sentdex Beginner 6y ago
Live 2020-03-16!!! Naive Bayes
ML Fundamentals
Live 2020-03-16!!! Naive Bayes
StatQuest with Josh Starmer Beginner 6y ago
GOTO Episode 2
ML Fundamentals
GOTO Episode 2
Saïd Business School, University of Oxford Beginner 6y ago
Upside-Down Reinforcement Learning with Jürgen Schmidhuber - #357
ML Fundamentals
Upside-Down Reinforcement Learning with Jürgen Schmidhuber - #357
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
Tutorial 33-  Installing Cuda Toolkit And cuDNN For Deep Learning
ML Fundamentals
Tutorial 33- Installing Cuda Toolkit And cuDNN For Deep Learning
Krish Naik Beginner 6y ago
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
ML Fundamentals
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
What's AI by Louis-François Bouchard Beginner 6y ago
This Neural Network Learned The Style of Famous Illustrators
ML Fundamentals
This Neural Network Learned The Style of Famous Illustrators
Two Minute Papers Beginner 6y ago
R Tutorial : Matrix-Matrix Calculations
ML Fundamentals
R Tutorial : Matrix-Matrix Calculations
DataCamp Beginner 6y ago
R Tutorial : Linear Algebra for Data Science in R
ML Fundamentals
R Tutorial : Linear Algebra for Data Science in R
DataCamp Beginner 6y ago
GOTO Episode 1
ML Fundamentals
GOTO Episode 1
Saïd Business School, University of Oxford Intermediate 6y ago
XState: Let's pair program state machines and state charts with David Khourshid
ML Fundamentals
XState: Let's pair program state machines and state charts with David Khourshid
Fun Fun Function Beginner 6y ago
Web Scraping Reviews And Product Information From Flipkart- Showcasing Subscriber's Work
ML Fundamentals
Web Scraping Reviews And Product Information From Flipkart- Showcasing Subscriber's Work
Krish Naik Beginner 6y ago
120GB of VRAM - Boxx Workstation review
ML Fundamentals
120GB of VRAM - Boxx Workstation review
sentdex Advanced 6y ago
Biological versus Artificial Neural Networks (John Hopfield) | AI Podcast Clips
ML Fundamentals
Biological versus Artificial Neural Networks (John Hopfield) | AI Podcast Clips
Lex Fridman Beginner 6y ago
Unit Roots : Time Series Talk
ML Fundamentals
Unit Roots : Time Series Talk
ritvikmath Intermediate 6y ago
Support OCW Today
ML Fundamentals
Support OCW Today
MIT OpenCourseWare Beginner 6y ago
AutoML-Zero
ML Fundamentals
AutoML-Zero
Connor Shorten Advanced 6y ago
Why Cloud Computing is Critical for a Data Scientist
ML Fundamentals
Why Cloud Computing is Critical for a Data Scientist
365 Data Science Beginner 6y ago
Replicating Airbnb's Machine Learning Powered Amenity Detection Project | Code Walkthrough (live)
ML Fundamentals
Replicating Airbnb's Machine Learning Powered Amenity Detection Project | Code Walkthrough (live)
Daniel Bourke Beginner 6y ago
Brandon Rohrer — Machine Learning in Production for Robots
ML Fundamentals
Brandon Rohrer — Machine Learning in Production for Robots
Weights & Biases Beginner 6y ago
A Day in the Life of MIT OpenCourseWare
ML Fundamentals
A Day in the Life of MIT OpenCourseWare
MIT OpenCourseWare Intermediate 6y ago
Invertibility II : Time Series Talk
ML Fundamentals
Invertibility II : Time Series Talk
ritvikmath Intermediate 6y ago
Organizing ML projects — W&B walkthrough (2020)
ML Fundamentals
Organizing ML projects — W&B walkthrough (2020)
Weights & Biases Intermediate 6y ago
Python Tutorial : Applying logistic regression and SVM
ML Fundamentals
Python Tutorial : Applying logistic regression and SVM
DataCamp Beginner 6y ago
Python Tutorial : Linear Classifiers in Python
ML Fundamentals
Python Tutorial : Linear Classifiers in Python
DataCamp Beginner 6y ago
GOTO 2020 Trailer
ML Fundamentals
GOTO 2020 Trailer
Saïd Business School, University of Oxford Intermediate 6y ago
Webinar - Private Equity’s Roaring 20s - A Peek Around the Corner
ML Fundamentals
Webinar - Private Equity’s Roaring 20s - A Peek Around the Corner
Saïd Business School, University of Oxford Intermediate 6y ago
Amazon Data Science Interview- Part 1 & Internship Opportunities
ML Fundamentals
Amazon Data Science Interview- Part 1 & Internship Opportunities
Krish Naik Beginner 6y ago
Python Tutorial : Risk with missing data in loan data
ML Fundamentals
Python Tutorial : Risk with missing data in loan data
DataCamp Beginner 6y ago
Python Tutorial : Outliers in Credit Data
ML Fundamentals
Python Tutorial : Outliers in Credit Data
DataCamp Advanced 6y ago
TensorFlow Quantum: A software platform for hybrid quantum-classical ML (TF Dev Summit '20)
ML Fundamentals
TensorFlow Quantum: A software platform for hybrid quantum-classical ML (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Getting involved in the TF community (TF Dev Summit '20)
ML Fundamentals
Getting involved in the TF community (TF Dev Summit '20)
TensorFlow Beginner 6y ago
TensorFlow and ML from the trenches: The Innovation Experience Center at JPL (TF Dev Summit '20)
ML Fundamentals
TensorFlow and ML from the trenches: The Innovation Experience Center at JPL (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Lecture 4- Bubble Sort -Competitive Programming Problem 2
ML Fundamentals
Lecture 4- Bubble Sort -Competitive Programming Problem 2
Krish Naik Intermediate 6y ago
Visibility Climate Prediction- You Can Add This In Your Resume
ML Fundamentals
Visibility Climate Prediction- You Can Add This In Your Resume
Krish Naik Intermediate 6y ago
Python Tutorial: Dealing with categorical features
ML Fundamentals
Python Tutorial: Dealing with categorical features
DataCamp Beginner 6y ago
Python Tutorial: Numeric variables
ML Fundamentals
Python Tutorial: Numeric variables
DataCamp Beginner 6y ago
Python Tutorial: Understand the data
ML Fundamentals
Python Tutorial: Understand the data
DataCamp Beginner 6y ago
Python Tutorial: Introduction to IoT data
ML Fundamentals
Python Tutorial: Introduction to IoT data
DataCamp Beginner 6y ago
Python Tutorial: Making time series stationary
ML Fundamentals
Python Tutorial: Making time series stationary
DataCamp Beginner 6y ago
Python Tutorial: Introduction to time series and stationarity
ML Fundamentals
Python Tutorial: Introduction to time series and stationarity
DataCamp Beginner 6y ago
R Tutorial: Wrapping up linear regression
ML Fundamentals
R Tutorial: Wrapping up linear regression
DataCamp Beginner 6y ago
Lecture 3-  Competitive Programming Problem 1 Solution- Happy Holi!!
ML Fundamentals
Lecture 3- Competitive Programming Problem 1 Solution- Happy Holi!!
Krish Naik Intermediate 6y ago
PySpark Tutorial: Where to Begin
ML Fundamentals
PySpark Tutorial: Where to Begin
DataCamp Beginner 6y ago
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Machine Learning Basics
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Machine Learning Basics
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H2O Driverless AI Starter Course
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H2O Driverless AI Starter Course
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Deep Learning for Business
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Deep Learning for Business
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Pengantar AI dan Machine Learning di Google Cloud
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Pengantar AI dan Machine Learning di Google Cloud
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Machine Learning in the Enterprise - Français
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Machine Learning in the Enterprise - Français
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