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
MLOps Meetup #21 // Deep Dive on Paperspace Tooling // Misha Kutsovsky
ML Fundamentals
MLOps Meetup #21 // Deep Dive on Paperspace Tooling // Misha Kutsovsky
MLOps.community Advanced 5y ago
Preparing Pandas Dataframes for Machine Learning || Python Machine Learning PT.2
ML Fundamentals
Preparing Pandas Dataframes for Machine Learning || Python Machine Learning PT.2
Nicholas Renotte Intermediate 5y ago
Simple Python GUI Development using {guietta}
ML Fundamentals
Simple Python GUI Development using {guietta}
1littlecoder Beginner 5y ago
Live- Implementation Of Flight Fare Prediction Web App Project With Deployment
ML Fundamentals
Live- Implementation Of Flight Fare Prediction Web App Project With Deployment
Krish Naik Intermediate 5y ago
MLOps Coffee Sessions #2: Different Ways of Serving ML Models with Byron Allen
ML Fundamentals
MLOps Coffee Sessions #2: Different Ways of Serving ML Models with Byron Allen
MLOps.community Beginner 5y ago
Linear Regression From Scratch - Part 2
ML Fundamentals
Linear Regression From Scratch - Part 2
Imaad Mohamed Khan Beginner 5y ago
Talks # 6: Mani Sarkar: From backend development to machine learning
ML Fundamentals
Talks # 6: Mani Sarkar: From backend development to machine learning
Abhishek Thakur Beginner 5y ago
Data Science Interview (Tips and Tricks) [Ft. Data Science Jay]
ML Fundamentals
Data Science Interview (Tips and Tricks) [Ft. Data Science Jay]
Data Professor Beginner 5y ago
Alligator Pears, Random Variables, and Gradient Descent
ML Fundamentals
Alligator Pears, Random Variables, and Gradient Descent
Weights & Biases Advanced 5y ago
Deep Learning Salon by Weights & Biases
ML Fundamentals
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Pytorch Neural Style Transfer Tutorial
ML Fundamentals
Pytorch Neural Style Transfer Tutorial
Aladdin Persson Beginner 5y ago
Live Project-Stock Sentiment Analysis using News Headlines Machine Learning
ML Fundamentals
Live Project-Stock Sentiment Analysis using News Headlines Machine Learning
Krish Naik Beginner 5y ago
Putting governance at the centre of Africa's development
ML Fundamentals
Putting governance at the centre of Africa's development
Saïd Business School, University of Oxford Intermediate 5y ago
Exploratory Data Analysis With Pandas || Python Machine Learning PT.1
ML Fundamentals
Exploratory Data Analysis With Pandas || Python Machine Learning PT.1
Nicholas Renotte Beginner 5y ago
Singular Value Decomposition : Data Science Basics
ML Fundamentals
Singular Value Decomposition : Data Science Basics
ritvikmath Beginner 5y ago
Linear Regression From Scratch - Part 1
ML Fundamentals
Linear Regression From Scratch - Part 1
Imaad Mohamed Khan Beginner 5y ago
Build a Validation Set With TensorFlow's Keras API
ML Fundamentals
Build a Validation Set With TensorFlow's Keras API
deeplizard Intermediate 5y ago
Unsupervised Learning | PCA and Clustering | Data Science with Marco
ML Fundamentals
Unsupervised Learning | PCA and Clustering | Data Science with Marco
Data Science with Marco Beginner 5y ago
An Inconvenient Fact: Private Equity Returns vs The Billionaire Factory
ML Fundamentals
An Inconvenient Fact: Private Equity Returns vs The Billionaire Factory
Saïd Business School, University of Oxford Intermediate 5y ago
Eigendecomposition : Data Science Basics
ML Fundamentals
Eigendecomposition : Data Science Basics
ritvikmath Beginner 5y ago
14: Rate Models and Perceptrons - Intro to Neural Computation
ML Fundamentals
14: Rate Models and Perceptrons - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
Is data science a hype? | Is data science a bubble?
ML Fundamentals
Is data science a hype? | Is data science a bubble?
codebasics Beginner 5y ago
Train an Artificial Neural Network with TensorFlow's Keras API
ML Fundamentals
Train an Artificial Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)
ML Fundamentals
Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)
Aladdin Persson Beginner 5y ago
FREE Machine Learning Crash Course from Google
ML Fundamentals
FREE Machine Learning Crash Course from Google
Data Professor Beginner 5y ago
David Patterson: Computer Architecture and Data Storage | Lex Fridman Podcast #104
ML Fundamentals
David Patterson: Computer Architecture and Data Storage | Lex Fridman Podcast #104
Lex Fridman Beginner 5y ago
Build your own Deep learning Machine - What you need to know
ML Fundamentals
Build your own Deep learning Machine - What you need to know
The AI Hacker Intermediate 5y ago
Python Regular Expressions, Views vs Copies in Pandas, and More | Real Python Podcast #15
ML Fundamentals
Python Regular Expressions, Views vs Copies in Pandas, and More | Real Python Podcast #15
Real Python Beginner 5y ago
Announcing the PyTorch Global Summer Hackathon 2020
ML Fundamentals
Announcing the PyTorch Global Summer Hackathon 2020
PyTorch Intermediate 5y ago
Slopes of Machine Learning - Computerphile
ML Fundamentals
Slopes of Machine Learning - Computerphile
Computerphile Intermediate 5y ago
Advanced Facebook Ad Account Structure For eCommerce
ML Fundamentals
Advanced Facebook Ad Account Structure For eCommerce
The Social Savannah Beginner 5y ago
1. Artificial Intelligence and Machine Learning
ML Fundamentals
1. Artificial Intelligence and Machine Learning
MIT OpenCourseWare Beginner 5y ago
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386
ML Fundamentals
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Discovering Symbolic Models from Deep Learning with Inductive Biases (Paper Explained)
ML Fundamentals
Discovering Symbolic Models from Deep Learning with Inductive Biases (Paper Explained)
Yannic Kilcher Beginner 5y ago
Live Session-Implementing Deep Learning Project From Scratch To Deployment- Heroku(Car Brand Class)
ML Fundamentals
Live Session-Implementing Deep Learning Project From Scratch To Deployment- Heroku(Car Brand Class)
Krish Naik Intermediate 5y ago
Live- Implementation of End To End Kaggle Machine Learning Project With Deployment
ML Fundamentals
Live- Implementation of End To End Kaggle Machine Learning Project With Deployment
Krish Naik Beginner 5y ago
Live Discussion - How To Read Text From Images Using Pytesseract
ML Fundamentals
Live Discussion - How To Read Text From Images Using Pytesseract
Krish Naik Intermediate 5y ago
Live Discussion - How To Read Text From Images Using Pytesseract
ML Fundamentals
Live Discussion - How To Read Text From Images Using Pytesseract
Krish Naik Intermediate 5y ago
Encoder And Decoder- Neural Machine Learning Language Translation Tutorial With Keras- Deep Learning
ML Fundamentals
Encoder And Decoder- Neural Machine Learning Language Translation Tutorial With Keras- Deep Learning
Krish Naik Beginner 5y ago
Optimizing Resource Allocation with Docplex and Planning Analytics || Marketing Opt PT.4
ML Fundamentals
Optimizing Resource Allocation with Docplex and Planning Analytics || Marketing Opt PT.4
Nicholas Renotte Intermediate 5y ago
How To Prepare For Applying Freelancing Jobs For Data Science
ML Fundamentals
How To Prepare For Applying Freelancing Jobs For Data Science
Krish Naik Intermediate 5y ago
2. Cyber Network Data Processing; AI Data Architecture
ML Fundamentals
2. Cyber Network Data Processing; AI Data Architecture
MIT OpenCourseWare Beginner 5y ago
Pytorch Tutorial - Setting up a Deep Learning Environment (Anaconda & PyCharm)
ML Fundamentals
Pytorch Tutorial - Setting up a Deep Learning Environment (Anaconda & PyCharm)
Aladdin Persson Beginner 5y ago
Impact Of Artificial Intelligence On Employment- Data Science
ML Fundamentals
Impact Of Artificial Intelligence On Employment- Data Science
Krish Naik Intermediate 5y ago
Cleaning Time Series Data : Time Series Talk
ML Fundamentals
Cleaning Time Series Data : Time Series Talk
ritvikmath Intermediate 5y ago
Create an Artificial Neural Network with TensorFlow's Keras API
ML Fundamentals
Create an Artificial Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
Pytorch Transformers for Machine Translation
ML Fundamentals
Pytorch Transformers for Machine Translation
Aladdin Persson Beginner 5y ago
Oxford Saïd and the Education & Training Foundation's portfolio of leadership programmes
ML Fundamentals
Oxford Saïd and the Education & Training Foundation's portfolio of leadership programmes
Saïd Business School, University of Oxford Advanced 5y ago
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Introduction to Neural Networks
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