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
Time Complexity Of Machine Learning Models- Interview Questions- Data Science
ML Fundamentals
Time Complexity Of Machine Learning Models- Interview Questions- Data Science
Krish Naik Beginner 6y ago
Python Tutorial: What is Keras?
ML Fundamentals
Python Tutorial: What is Keras?
DataCamp Beginner 6y ago
Python Tutorial: Your first neural network
ML Fundamentals
Python Tutorial: Your first neural network
DataCamp Beginner 6y ago
Intro to Deep Learning -- L09 Regularization [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- L09 Regularization [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
Intro to Deep Learning -- L06.5 Cloud Computing [Stat453, SS20]
ML Fundamentals ⚡ AI Lesson
Intro to Deep Learning -- L06.5 Cloud Computing [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
ML Fundamentals
Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
What's AI by Louis-François Bouchard Beginner 6y ago
Tips N Tricks #5: 3 Simple and Easy Ways to Cache Functions in Python
ML Fundamentals
Tips N Tricks #5: 3 Simple and Easy Ways to Cache Functions in Python
Abhishek Thakur Beginner 6y ago
What is Social Distancing?
ML Fundamentals
What is Social Distancing?
Krish Naik Beginner 6y ago
Jacquard: Embedding ML seamlessly into everyday objects (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
Jacquard: Embedding ML seamlessly into everyday objects (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
ML Fundamentals
Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
What's AI by Louis-François Bouchard Beginner 6y ago
COVID-19 Response | Free Data Science Courses
ML Fundamentals
COVID-19 Response | Free Data Science Courses
365 Data Science Beginner 6y ago
Our 1st MLOps Meetup // Luke Marsden // MLOps Meetup #1
ML Fundamentals ⚡ AI Lesson
Our 1st MLOps Meetup // Luke Marsden // MLOps Meetup #1
MLOps.community Beginner 6y ago
MLIR: Accelerating TF with compilers (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
MLIR: Accelerating TF with compilers (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Google Teachable Machine Learning Build No Code AI solution
ML Fundamentals
Google Teachable Machine Learning Build No Code AI solution
1littlecoder Beginner 6y ago
Making Deep Learning Human with Prof. Gilbert Strang (S1:E3)
ML Fundamentals
Making Deep Learning Human with Prof. Gilbert Strang (S1:E3)
MIT OpenCourseWare Beginner 6y ago
OUTFIGHT: Leveraging Automation & Machine Learning
ML Fundamentals
OUTFIGHT: Leveraging Automation & Machine Learning
SANS Institute Beginner 6y ago
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 ⚡ AI Lesson
AdaBoost in Python - Machine Learning From Scratch 13 - Python Tutorial
Patrick Loeber Beginner 6y ago
Facial Recognition on Video with Python
ML Fundamentals ⚡ AI Lesson
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
Upside-Down Reinforcement Learning with Jürgen Schmidhuber - #357
ML Fundamentals ⚡ AI Lesson
Upside-Down Reinforcement Learning with Jürgen Schmidhuber - #357
The TWIML AI Podcast with Sam Charrington Beginner 6y ago
This Neural Network Learned The Style of Famous Illustrators
ML Fundamentals ⚡ AI Lesson
This Neural Network Learned The Style of Famous Illustrators
Two Minute Papers Beginner 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
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
Python Tutorial: Surviving a meteor strike
ML Fundamentals
Python Tutorial: Surviving a meteor strike
DataCamp Beginner 6y ago
Python Tutorial: Introducing Hyperparameters
ML Fundamentals
Python Tutorial: Introducing Hyperparameters
DataCamp Beginner 6y ago
Python Tutorial: Keras input and dense layers
ML Fundamentals ⚡ AI Lesson
Python Tutorial: Keras input and dense layers
DataCamp Beginner 6y ago
Python Tutorial: Keras models
ML Fundamentals ⚡ AI Lesson
Python Tutorial: Keras models
DataCamp Beginner 6y ago
Python Tutorial: Fit and evaluate a model
ML Fundamentals
Python Tutorial: Fit and evaluate a model
DataCamp Beginner 6y ago
R Tutorial: Machine Learning: What's the challenge?
ML Fundamentals
R Tutorial: Machine Learning: What's the challenge?
DataCamp Beginner 6y ago
R Tutorial: Supervised vs. Unsupervised
ML Fundamentals ⚡ AI Lesson
R Tutorial: Supervised vs. Unsupervised
DataCamp Beginner 6y ago
R Tutorial: Classification, Regression, Clustering
ML Fundamentals ⚡ AI Lesson
R Tutorial: Classification, Regression, Clustering
DataCamp Beginner 6y ago
Python Tutorial: Dimensionality Reduction in Python | Intro
ML Fundamentals ⚡ AI Lesson
Python Tutorial: Dimensionality Reduction in Python | Intro
DataCamp Beginner 6y ago
How To Follow My Channel Playlist To Learn Data Science Efficiently
ML Fundamentals
How To Follow My Channel Playlist To Learn Data Science Efficiently
Krish Naik Beginner 6y ago
TensorFlow.js: ML for the web and beyond (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
TensorFlow.js: ML for the web and beyond (TF Dev Summit '20)
TensorFlow Beginner 6y ago
Python Tutorial: Understanding sequential models
ML Fundamentals
Python Tutorial: Understanding sequential models
DataCamp Beginner 6y ago
Python Tutorial: Introduction to machine translation
ML Fundamentals
Python Tutorial: Introduction to machine translation
DataCamp Beginner 6y ago
Differentiable convex optimization layers (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
Differentiable convex optimization layers (TF Dev Summit '20)
TensorFlow 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 ⚡ AI Lesson
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
What's AI by Louis-François Bouchard 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
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
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
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
TensorFlow Quantum: A software platform for hybrid quantum-classical ML (TF Dev Summit '20)
ML Fundamentals ⚡ AI Lesson
TensorFlow Quantum: A software platform for hybrid quantum-classical ML (TF Dev Summit '20)
TensorFlow Beginner 6y ago
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