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
Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
ML Fundamentals
Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
Krish Naik Beginner 5y ago
Jetson Xavier NX Developer Kit: The Next Leap in Edge Computing
ML Fundamentals
Jetson Xavier NX Developer Kit: The Next Leap in Edge Computing
NVIDIA Developer Beginner 5y ago
PyTorch Sequential Models - Neural Networks Made Easy
ML Fundamentals ⚡ AI Lesson
PyTorch Sequential Models - Neural Networks Made Easy
deeplizard Beginner 5y ago
Pong, Python & Pygame 00 - Computerphile
ML Fundamentals ⚡ AI Lesson
Pong, Python & Pygame 00 - Computerphile
Computerphile Beginner 5y ago
How I passed the TensorFlow Developer Certification exam (and how you can too)
ML Fundamentals ⚡ AI Lesson
How I passed the TensorFlow Developer Certification exam (and how you can too)
Daniel Bourke Beginner 5y ago
How to Debug PyTorch Source Code - Deep Learning in Python
ML Fundamentals ⚡ AI Lesson
How to Debug PyTorch Source Code - Deep Learning in Python
deeplizard Beginner 5y ago
Pytorch Seq2Seq with Attention for Machine Translation
ML Fundamentals
Pytorch Seq2Seq with Attention for Machine Translation
Aladdin Persson Beginner 5y ago
All You Want To Know About Kaggle-  Podcast With Abhishek Thakur Kaggle Grandmaster- Give Away Books
ML Fundamentals
All You Want To Know About Kaggle- Podcast With Abhishek Thakur Kaggle Grandmaster- Give Away Books
Krish Naik Beginner 5y ago
Classification Trees in Python from Start to Finish
ML Fundamentals
Classification Trees in Python from Start to Finish
StatQuest with Josh Starmer Beginner 5y ago
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
freeCodeCamp.org Beginner 5y ago
Black Boxes Are Not Required
ML Fundamentals ⚡ AI Lesson
Black Boxes Are Not Required
Data Skeptic Beginner 5y ago
What Is a Data Warehouse?
ML Fundamentals
What Is a Data Warehouse?
365 Data Science Beginner 5y ago
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
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
Detecting Skin Cancer (Melanoma) With Deep Learning
ML Fundamentals ⚡ AI Lesson
Detecting Skin Cancer (Melanoma) With Deep Learning
Abhishek Thakur Beginner 5y ago
Resampling and Regularization | Data Science with Marco
ML Fundamentals ⚡ AI Lesson
Resampling and Regularization | Data Science with Marco
Data Science with Marco Beginner 5y ago
Deep Learning with PyTorch Live Course - Working with Images & Logistic Regression (Part 2 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Working with Images & Logistic Regression (Part 2 of 6)
freeCodeCamp.org 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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
The Sigmoid : Data Science Basics
ritvikmath Beginner 5y ago
Classification in Python | logistic regression, LDA, QDA | Data Science With Marco
ML Fundamentals ⚡ AI Lesson
Classification in Python | logistic regression, LDA, QDA | Data Science With Marco
Data Science with Marco Beginner 5y ago
What is feature engineering | Feature Engineering Tutorial Python # 1
ML Fundamentals ⚡ AI Lesson
What is feature engineering | Feature Engineering Tutorial Python # 1
codebasics 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
PyTorch DataLoader Source Code - Debugging Session
ML Fundamentals ⚡ AI Lesson
PyTorch DataLoader Source Code - Debugging Session
deeplizard Beginner 5y ago
Should We Learn All Data Science LifeCycle Even Though We Have Automated Libraries|Author Of PyCaret
ML Fundamentals
Should We Learn All Data Science LifeCycle Even Though We Have Automated Libraries|Author Of PyCaret
Krish Naik Beginner 5y ago
How To Read And Process Huge Datasets in Seconds Using Vaex Library| Data Science| Machine Learning
ML Fundamentals
How To Read And Process Huge Datasets in Seconds Using Vaex Library| Data Science| Machine Learning
Krish Naik 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
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
ML Fundamentals ⚡ AI Lesson
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
deeplizard 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 ⚡ AI Lesson
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 ⚡ AI Lesson
Pytorch Torchtext Tutorial 1: Custom Datasets and loading JSON/CSV/TSV files
Aladdin Persson 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
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 ⚡ AI Lesson
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
Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6)
freeCodeCamp.org 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
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Deploy, Manage, and Orchestrate Your Models
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