Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

8503
lessons
AI vs Machine Learning vs Deep Learning vs Data Science
📐 ML Fundamentals
AI vs Machine Learning vs Deep Learning vs Data Science
Nicholas Renotte Beginner 5y ago
Pytorch Seq2Seq Tutorial for Machine Translation
📐 ML Fundamentals
Pytorch Seq2Seq Tutorial for Machine Translation
Aladdin Persson Beginner 5y ago
Paper Review: Sequence to Sequence Learning with Neural Networks
📐 ML Fundamentals
Paper Review: Sequence to Sequence Learning with Neural Networks
Aladdin Persson Beginner 5y ago
Perform Exploratory Data Analysis In Minutes- Data Science| Machine Learning
📐 ML Fundamentals
Perform Exploratory Data Analysis In Minutes- Data Science| Machine Learning
Krish Naik Beginner 5y ago
Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
📐 ML Fundamentals
Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
Harshit Tyagi Beginner 5y ago
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
📐 ML Fundamentals
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
deeplizard Beginner 5y ago
Detecting Skin Cancer (Melanoma) With Deep Learning
📐 ML Fundamentals
Detecting Skin Cancer (Melanoma) With Deep Learning
Abhishek Thakur Beginner 5y ago
Resampling and Regularization | Data Science with Marco
📐 ML Fundamentals
Resampling and Regularization | Data Science with Marco
Data Science with Marco Beginner 5y ago
Top Data Science Communities to Join For Learning | Must For Making Transition To Data Science
📐 ML Fundamentals
Top Data Science Communities to Join For Learning | Must For Making Transition To Data Science
Krish Naik Beginner 5y ago
Preparing Vegetable Garden For Summer 2020
📐 ML Fundamentals
Preparing Vegetable Garden For Summer 2020
codebasics Beginner 5y ago
Mastering CNNs in 5 Minutes | ConvNets Explained
📐 ML Fundamentals
Mastering CNNs in 5 Minutes | ConvNets Explained
What's AI by Louis-François Bouchard Beginner 5y ago
Outlier detection and removal: z score, standard deviation | Feature engineering tutorial python # 3
📐 ML Fundamentals
Outlier detection and removal: z score, standard deviation | Feature engineering tutorial python # 3
codebasics Beginner 5y ago
Show your Versatility as a Data Scientist
📐 ML Fundamentals
Show your Versatility as a Data Scientist
MLOps.community Beginner 5y ago
MLOps meetup #13 // Maximizing Job Opportunities as a Data Scientist on the Market w/ Anthony Kelly
📐 ML Fundamentals
MLOps meetup #13 // Maximizing Job Opportunities as a Data Scientist on the Market w/ Anthony Kelly
MLOps.community Beginner 5y ago
Machine Learning Foundations: Ep #7 - Image augmentation and overfitting
📐 ML Fundamentals
Machine Learning Foundations: Ep #7 - Image augmentation and overfitting
Google for Developers Beginner 5y ago
Machine Learning in Biophysics with Tyler Shimko
📐 ML Fundamentals
Machine Learning in Biophysics with Tyler Shimko
Weights & Biases Beginner 5y ago
The Softmax : Data Science Basics
📐 ML Fundamentals
The Softmax : Data Science Basics
ritvikmath Beginner 5y ago
Deep Learning Salon by Weights & Biases
📐 ML Fundamentals
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Advancing Your Data Science Career During the Pandemic
📐 ML Fundamentals
Advancing Your Data Science Career During the Pandemic
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
The Sigmoid : Data Science Basics
📐 ML Fundamentals
The Sigmoid : Data Science Basics
ritvikmath Beginner 5y ago
Classification in Python | logistic regression, LDA, QDA | Data Science With Marco
📐 ML Fundamentals
Classification in Python | logistic regression, LDA, QDA | Data Science With Marco
Data Science with Marco Beginner 5y ago
Machine Learning Foundations: Ep #6 - Convolutional cats and dogs
📐 ML Fundamentals
Machine Learning Foundations: Ep #6 - Convolutional cats and dogs
Google for Developers Beginner 5y ago
Talks # 3: Lorenzo Ampil - Introduction to T5 for Sentiment Span Extraction
📐 ML Fundamentals
Talks # 3: Lorenzo Ampil - Introduction to T5 for Sentiment Span Extraction
Abhishek Thakur Beginner 5y ago
Data Scientist Job Descriptions | 365 Data Science In-Depth Study
📐 ML Fundamentals
Data Scientist Job Descriptions | 365 Data Science In-Depth Study
365 Data Science Beginner 5y ago
TensorFlow and Keras GPU Support - CUDA GPU Setup
📐 ML Fundamentals
TensorFlow and Keras GPU Support - CUDA GPU Setup
deeplizard Beginner 5y ago
Modes of Operation - Computerphile
📐 ML Fundamentals
Modes of Operation - Computerphile
Computerphile Beginner 5y ago
GOTO Episode 5 - The Summit - with keynote speaker, Al Gore
📐 ML Fundamentals
GOTO Episode 5 - The Summit - with keynote speaker, Al Gore
Saïd Business School, University of Oxford Beginner 5y ago
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
📐 ML Fundamentals
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
Harshit Tyagi Beginner 5y ago
Introduction to Energy-Based Learning | Yann LeCun Paper
📐 ML Fundamentals
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard Beginner 5y ago
Pytorch Torchtext Tutorial 3: From Textfiles to Dataset
📐 ML Fundamentals
Pytorch Torchtext Tutorial 3: From Textfiles to Dataset
Aladdin Persson Beginner 5y ago
Pytorch Torchtext Tutorial 2: Built in Datasets with Example
📐 ML Fundamentals
Pytorch Torchtext Tutorial 2: Built in Datasets with Example
Aladdin Persson Beginner 5y ago
Pytorch Torchtext Tutorial 1: Custom Datasets and loading JSON/CSV/TSV files
📐 ML Fundamentals
Pytorch Torchtext Tutorial 1: Custom Datasets and loading JSON/CSV/TSV files
Aladdin Persson Beginner 5y ago
StackOverflow Developer Survey 2020 Overview
📐 ML Fundamentals
StackOverflow Developer Survey 2020 Overview
Krish Naik Beginner 5y ago
Bidirectional RNN Indepth Intuition- Deep Learning Tutorial
📐 ML Fundamentals
Bidirectional RNN Indepth Intuition- Deep Learning Tutorial
Krish Naik Beginner 5y ago
K-Means Clustering from Scratch - Machine Learning Python
📐 ML Fundamentals
K-Means Clustering from Scratch - Machine Learning Python
Aladdin Persson Beginner 5y ago
Logistic Regression from Scratch - Machine Learning Python
📐 ML Fundamentals
Logistic Regression from Scratch - Machine Learning Python
Aladdin Persson Beginner 5y ago
Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
📐 ML Fundamentals
Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
Krish Naik Beginner 5y ago
Docker Tutorial 6- Writing, Building And Running Docker Image| Machine Learning
📐 ML Fundamentals
Docker Tutorial 6- Writing, Building And Running Docker Image| Machine Learning
Krish Naik Beginner 5y ago
Docker Tutorial 5- Understanding Docker Commands- Machine Learning
📐 ML Fundamentals
Docker Tutorial 5- Understanding Docker Commands- Machine Learning
Krish Naik Beginner 5y ago
Docker Tutorial 4-Docker Installation instructions In Windows And Other OS | Machine Learning
📐 ML Fundamentals
Docker Tutorial 4-Docker Installation instructions In Windows And Other OS | Machine Learning
Krish Naik Beginner 5y ago
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
📐 ML Fundamentals
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
Krish Naik Beginner 5y ago
PyTorch on the GPU - Training Neural Networks with CUDA
📐 ML Fundamentals
PyTorch on the GPU - Training Neural Networks with CUDA
deeplizard Beginner 5y ago
Successful Transition Story From Civil Engineer To A Data Scientist
📐 ML Fundamentals
Successful Transition Story From Civil Engineer To A Data Scientist
Krish Naik Beginner 5y ago
Google Developers ML Summit
📐 ML Fundamentals
Google Developers ML Summit
Google for Developers Beginner 5y ago
Class Iterators : Python Basics
📐 ML Fundamentals
Class Iterators : Python Basics
ritvikmath Beginner 5y ago
Linear Regression in Python | Data Science with Marco
📐 ML Fundamentals
Linear Regression in Python | Data Science with Marco
Data Science with Marco Beginner 5y ago
Live Q&A Data Science
📐 ML Fundamentals
Live Q&A Data Science
Krish Naik Beginner 5y ago
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
📐 ML Fundamentals
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
Krish Naik Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications
📚 Coursera Course ↗
Self-paced
Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications
Opens on Coursera ↗
Advanced Java Concepts
📚 Coursera Course ↗
Self-paced
Advanced Java Concepts
Opens on Coursera ↗
Physics of Oscillators and Waves
📚 Coursera Course ↗
Self-paced
Physics of Oscillators and Waves
Opens on Coursera ↗
Math for AI beginner part 1 Linear Algebra
📚 Coursera Course ↗
Self-paced
Math for AI beginner part 1 Linear Algebra
Opens on Coursera ↗
Linear Algebra for Machine Learning & AI
📚 Coursera Course ↗
Self-paced
Linear Algebra for Machine Learning & AI
Opens on Coursera ↗
Deep Learning Frameworks and Neural Networks Simplified
📚 Coursera Course ↗
Self-paced
Deep Learning Frameworks and Neural Networks Simplified
Opens on Coursera ↗