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
DeepMind x UCL | Deep Learning Lectures | 6/12 | Sequences and Recurrent Networks
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 6/12 | Sequences and Recurrent Networks
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 3/12 | Convolutional Neural Networks for Image Recognition
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 3/12 | Convolutional Neural Networks for Image Recognition
Google DeepMind Advanced 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
Detecting Skin Cancer (Melanoma) With Deep Learning
ML Fundamentals
Detecting Skin Cancer (Melanoma) With Deep Learning
Abhishek Thakur Beginner 5y ago
Python Vs R Programming Language- Which One Should You Choose?
ML Fundamentals
Python Vs R Programming Language- Which One Should You Choose?
Krish Naik Intermediate 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
I Built an A.I. Voice Assistant using PyTorch  - part 1, Wake Word Detection
ML Fundamentals
I Built an A.I. Voice Assistant using PyTorch - part 1, Wake Word Detection
The AI Hacker Intermediate 5y ago
Engineering a Less Artificial Intelligence with Andreas Tolias - #379
ML Fundamentals
Engineering a Less Artificial Intelligence with Andreas Tolias - #379
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
The Business-Government Boundary
ML Fundamentals
The Business-Government Boundary
Saïd Business School, University of Oxford Intermediate 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
MLOps meetup #14 // Kubeflow vs MLflow with Byron Allen
ML Fundamentals
MLOps meetup #14 // Kubeflow vs MLflow with Byron Allen
MLOps.community Intermediate 5y ago
Show your Versatility as a Data Scientist
ML Fundamentals
Show your Versatility as a Data Scientist
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
Benchmarks for collaborative Machine Learning with Stacey Svetlichnaya
ML Fundamentals
Benchmarks for collaborative Machine Learning with Stacey Svetlichnaya
Weights & Biases Advanced 5y ago
Keras with TensorFlow - Data Processing for Neural Network Training
ML Fundamentals
Keras with TensorFlow - Data Processing for Neural Network Training
deeplizard Intermediate 5y ago
The Softmax : Data Science Basics
ML Fundamentals
The Softmax : Data Science Basics
ritvikmath 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
Predicting Churn with Automated Python Machine Learning
ML Fundamentals
Predicting Churn with Automated Python Machine Learning
Nicholas Renotte Intermediate 5y ago
Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
ML Fundamentals
Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
Harshit Tyagi Advanced 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
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 5/12 |  Optimization for Machine Learning
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 5/12 | Optimization for Machine Learning
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 2/12 |  Neural Networks Foundations
ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 2/12 | Neural Networks Foundations
Google DeepMind Advanced 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
How To Contribute To Open Source Data Science Projects And Libraries
ML Fundamentals
How To Contribute To Open Source Data Science Projects And Libraries
Krish Naik Intermediate 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
Blue Yeti Mic Unboxing - Best Mic For Youtube Videos Recordings
ML Fundamentals
Blue Yeti Mic Unboxing - Best Mic For Youtube Videos Recordings
Krish Naik Intermediate 5y ago
Data Science Vs Data Mining
ML Fundamentals
Data Science Vs Data Mining
Krish Naik Intermediate 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
Live Q&A DATA SCIENCE
ML Fundamentals
Live Q&A DATA SCIENCE
Krish Naik Intermediate 5y ago
Deep Learning Salon by Weights & Biases
ML Fundamentals
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Whether Data Science Is Becoming Software Engineering?
ML Fundamentals
Whether Data Science Is Becoming Software Engineering?
Krish Naik Intermediate 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
What is feature engineering | Feature Engineering Tutorial Python # 1
ML Fundamentals
What is feature engineering | Feature Engineering Tutorial Python # 1
codebasics Beginner 5y ago
How To Create Your Own Brand As A Data Scientist? Yes You Can Do It
ML Fundamentals
How To Create Your Own Brand As A Data Scientist? Yes You Can Do It
Krish Naik Intermediate 5y ago
Lets Implement LSTM RNN Models For Univariate Time Series Forecasting- Deep Learning
ML Fundamentals
Lets Implement LSTM RNN Models For Univariate Time Series Forecasting- Deep Learning
Krish Naik Intermediate 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
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Microsoft Azure Machine Learning for Data Scientists
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Perform data science with Azure Databricks
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Perform data science with Azure Databricks
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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Optimize Deep Learning Models for Peak AI
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Optimize Deep Learning Models for Peak AI
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