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
Create a Confusion Matrix for Neural Network Predictions
ML Fundamentals ⚡ AI Lesson
Create a Confusion Matrix for Neural Network Predictions
deeplizard Intermediate 5y ago
Live Summary- Memory Profiler In Python- How To Effectively Check Your Code Quality With Memory
ML Fundamentals
Live Summary- Memory Profiler In Python- How To Effectively Check Your Code Quality With Memory
Krish Naik Intermediate 5y ago
Monitoring the Machine Learning Stack // Lina Weichbrodt // MLOps Meetup #23
ML Fundamentals
Monitoring the Machine Learning Stack // Lina Weichbrodt // MLOps Meetup #23
MLOps.community Intermediate 5y ago
Live- Implementation Of 7 HealthCare End To End Projects With Deployment
ML Fundamentals
Live- Implementation Of 7 HealthCare End To End Projects With Deployment
Krish Naik Intermediate 5y ago
Dockerizing the skin cancer detection web application
ML Fundamentals
Dockerizing the skin cancer detection web application
Abhishek Thakur Intermediate 5y ago
Neural Network Predictions with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Neural Network Predictions with TensorFlow's Keras API
deeplizard Intermediate 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
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
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
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
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 ⚡ AI Lesson
Slopes of Machine Learning - Computerphile
Computerphile Intermediate 5y ago
Inside the Lab Where Robots Run Their Own Experiments
ML Fundamentals ⚡ AI Lesson
Inside the Lab Where Robots Run Their Own Experiments
Seeker Intermediate 5y ago
Machine Learning Commerce at Square with Marsal Gavalda - #384
ML Fundamentals ⚡ AI Lesson
Machine Learning Commerce at Square with Marsal Gavalda - #384
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Explore/Exploit: Hyperparameter Tuning with W&B Sweeps by Stacey Svetlichnaya
ML Fundamentals ⚡ AI Lesson
Explore/Exploit: Hyperparameter Tuning with W&B Sweeps by Stacey Svetlichnaya
Weights & Biases Intermediate 5y ago
Challenges in NLP from research to production with Ziang Xie
ML Fundamentals
Challenges in NLP from research to production with Ziang Xie
Weights & Biases Intermediate 5y ago
Pong, Python & PyGame 11 - Computerphile
ML Fundamentals ⚡ AI Lesson
Pong, Python & PyGame 11 - Computerphile
Computerphile Intermediate 5y ago
The SIR Model : Data Science Concepts
ML Fundamentals
The SIR Model : Data Science Concepts
ritvikmath Intermediate 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
Mlflow Open source framework Hermoine demo
ML Fundamentals
Mlflow Open source framework Hermoine demo
MLOps.community Intermediate 5y ago
Financing the COVID Crisis
ML Fundamentals
Financing the COVID Crisis
Saïd Business School, University of Oxford Intermediate 5y ago
Summary Recap Of Live Implementation Of Movie Recommendation With Deployment Using Heroku
ML Fundamentals
Summary Recap Of Live Implementation Of Movie Recommendation With Deployment Using Heroku
Krish Naik Intermediate 5y ago
Summary Of Live- Implementation Of Flight Fare Prediction Web App Project With Deployment
ML Fundamentals
Summary Of Live- Implementation Of Flight Fare Prediction Web App Project With Deployment
Krish Naik Intermediate 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
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
Build a Validation Set With TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Build a Validation Set With TensorFlow's Keras API
deeplizard 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
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
Train an Artificial Neural Network with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Train an Artificial Neural Network with TensorFlow's Keras API
deeplizard 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
Impact Of Artificial Intelligence On Employment- Data Science
ML Fundamentals
Impact Of Artificial Intelligence On Employment- Data Science
Krish Naik Intermediate 5y ago
Create an Artificial Neural Network with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Create an Artificial Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
Biggest Hurdles In AI Adoption Faced By Executives And Companies| Data Science
ML Fundamentals
Biggest Hurdles In AI Adoption Faced By Executives And Companies| Data Science
Krish Naik Intermediate 5y ago
Interesting Facts And Stats On Artificial Language
ML Fundamentals
Interesting Facts And Stats On Artificial Language
Krish Naik Intermediate 5y ago
How To Debug Logs And Web Application In Heroku|Data Science
ML Fundamentals
How To Debug Logs And Web Application In Heroku|Data Science
Krish Naik Intermediate 5y ago
Twitter Tweet's Analyzer Using Streamlit Web App- Projects From Subscribers
ML Fundamentals
Twitter Tweet's Analyzer Using Streamlit Web App- Projects From Subscribers
Krish Naik Intermediate 5y ago
Deploy Streamlit WebApp ML Models In Heroku(PAAS)- Data Science
ML Fundamentals
Deploy Streamlit WebApp ML Models In Heroku(PAAS)- Data Science
Krish Naik Intermediate 5y ago
Be Aware Of Data Science Job Description And Assignment
ML Fundamentals
Be Aware Of Data Science Job Description And Assignment
Krish Naik Intermediate 5y ago
Pong, Python & Pygame 10 - Computerphile
ML Fundamentals ⚡ AI Lesson
Pong, Python & Pygame 10 - Computerphile
Computerphile Intermediate 5y ago
Salary By Developer Type Based On Experience|Analyzing Stack Overflow Developer Survey 2020
ML Fundamentals
Salary By Developer Type Based On Experience|Analyzing Stack Overflow Developer Survey 2020
Krish Naik Intermediate 5y ago
Live Q&A  Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Intermediate 5y ago
How To Perform Post Pruning In Decision Tree? Prevent Overfitting- Data Science
ML Fundamentals
How To Perform Post Pruning In Decision Tree? Prevent Overfitting- Data Science
Krish Naik Intermediate 5y ago
Most Loved, Dreaded And Wanted Programming Languages
ML Fundamentals
Most Loved, Dreaded And Wanted Programming Languages
Krish Naik Intermediate 5y ago
MLOps Common Mistakes why Hermione was Born
ML Fundamentals
MLOps Common Mistakes why Hermione was Born
MLOps.community Intermediate 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
Pong, Python & PyGame 01 - Computerphile
ML Fundamentals ⚡ AI Lesson
Pong, Python & PyGame 01 - Computerphile
Computerphile 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
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R: Apply & Analyze K-Means Clustering for Unsupervised ML
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