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
101 ways to solve search (by Pratik Bhavsar)
ML Fundamentals
101 ways to solve search (by Pratik Bhavsar)
Elvis Saravia Beginner 5y ago
Build a web-app to serve a deep learning model for skin cancer detection
ML Fundamentals
Build a web-app to serve a deep learning model for skin cancer detection
Abhishek Thakur Intermediate 5y ago
Most Loved, Dreaded And Wanted Programming Languages
ML Fundamentals
Most Loved, Dreaded And Wanted Programming Languages
Krish Naik Intermediate 5y ago
Deploy Machine Learning Models Using StreamLit Library- Data Science
ML Fundamentals
Deploy Machine Learning Models Using StreamLit Library- Data Science
Krish Naik Beginner 5y ago
Making Computers Intelligent
ML Fundamentals
Making Computers Intelligent
CS50 Beginner 5y ago
Robust Fit to Nature
ML Fundamentals
Robust Fit to Nature
Data Skeptic Advanced 5y ago
Mlflow Open source framework Hermoine demo
ML Fundamentals
Mlflow Open source framework Hermoine demo
MLOps.community Intermediate 5y ago
MLOps Common Mistakes why Hermione was Born
ML Fundamentals
MLOps Common Mistakes why Hermione was Born
MLOps.community Intermediate 5y ago
The Dean's Response Fund
ML Fundamentals
The Dean's Response Fund
Saïd Business School, University of Oxford Intermediate 5y ago
Neural Arithmetic Units & Experiences as an Independent ML Researcher with Andreas Madsen - #382
ML Fundamentals
Neural Arithmetic Units & Experiences as an Independent ML Researcher with Andreas Madsen - #382
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Pong, Python & PyGame 01 - Computerphile
ML Fundamentals
Pong, Python & PyGame 01 - Computerphile
Computerphile Intermediate 5y ago
Financing the COVID Crisis
ML Fundamentals
Financing the COVID Crisis
Saïd Business School, University of Oxford Intermediate 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
PyTorch Sequential Models - Neural Networks Made Easy
deeplizard Beginner 5y ago
Pong, Python & Pygame 00 - Computerphile
ML Fundamentals
Pong, Python & Pygame 00 - Computerphile
Computerphile Beginner 5y ago
How I passed the TensorFlow Developer Certification exam (and how you can too)
ML Fundamentals
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
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
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
Black Boxes Are Not Required
ML Fundamentals
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
Build A Beautiful Machine Learning Web App With Streamlit And Scikit-learn | Python Tutorial
ML Fundamentals
Build A Beautiful Machine Learning Web App With Streamlit And Scikit-learn | Python Tutorial
Patrick Loeber Intermediate 5y ago
Conda Environments : Data Science Code
ML Fundamentals
Conda Environments : Data Science Code
ritvikmath Intermediate 5y ago
Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
ML Fundamentals
Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
Krish Naik Beginner 5y ago
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
What is the open source ML framework Hermoine
ML Fundamentals
What is the open source ML framework Hermoine
MLOps.community Intermediate 5y ago
MLOps #17 // The Challenges of ML Operations & How Hermione Helps Along the Way // Neylson Crepalde
ML Fundamentals
MLOps #17 // The Challenges of ML Operations & How Hermione Helps Along the Way // Neylson Crepalde
MLOps.community Intermediate 5y ago
Give Away Results Of Abhishek Thakur New Books- Best Of Luck
ML Fundamentals
Give Away Results Of Abhishek Thakur New Books- Best Of Luck
Krish Naik Intermediate 5y ago
Entertainment 2020: blockbusters or silence-on-set
ML Fundamentals
Entertainment 2020: blockbusters or silence-on-set
Saïd Business School, University of Oxford Intermediate 5y ago
How To Convert Business Ideas And Opportunities Into Data Science Projects?
ML Fundamentals
How To Convert Business Ideas And Opportunities Into Data Science Projects?
Krish Naik Intermediate 5y ago
Is Age A Barrier To Get Into Data Science? Misconception
ML Fundamentals
Is Age A Barrier To Get Into Data Science? Misconception
Krish Naik Intermediate 5y ago
PyTorch DataLoader Source Code - Debugging Session
ML Fundamentals
PyTorch DataLoader Source Code - Debugging Session
deeplizard 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
Perform EDA In Seconds With Visualization Using SweetViz Library
ML Fundamentals
Perform EDA In Seconds With Visualization Using SweetViz Library
Krish Naik Intermediate 5y ago
Tips For Resume Preparation For None Coding Background For Data Science- Podcast Summary
ML Fundamentals
Tips For Resume Preparation For None Coding Background For Data Science- Podcast Summary
Krish Naik Intermediate 5y ago
Free Statistics Community Live Classes For All|Initiative To Give To Data Science Community
ML Fundamentals
Free Statistics Community Live Classes For All|Initiative To Give To Data Science Community
Krish Naik Intermediate 5y ago
Successful Transition From Finance Domain To Data Science- Author Of PyCaret| Podcast Summary
ML Fundamentals
Successful Transition From Finance Domain To Data Science- Author Of PyCaret| Podcast Summary
Krish Naik Intermediate 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
ALGOL 60 at 60 - Computerphile
ML Fundamentals
ALGOL 60 at 60 - Computerphile
Computerphile Intermediate 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
Doing now what the world needs next
ML Fundamentals
Doing now what the world needs next
Saïd Business School, University of Oxford Intermediate 5y ago
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
ML Fundamentals
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
deeplizard Beginner 5y ago
Julia Vs R Vs Python Programming Language For Data Science
ML Fundamentals
Julia Vs R Vs Python Programming Language For Data Science
Krish Naik Intermediate 5y ago
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