Foundations

ML Fundamentals

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

3834
lessons
Skills in this topic
View full skill map →
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
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
Train an Artificial Neural Network with TensorFlow's Keras API
deeplizard 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
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
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
Slopes of Machine Learning - Computerphile
Computerphile Intermediate 5y ago
Cleaning Time Series Data : Time Series Talk
ML Fundamentals
Cleaning Time Series Data : Time Series Talk
ritvikmath Intermediate 5y ago
Create an Artificial Neural Network with TensorFlow's Keras API
ML Fundamentals
Create an Artificial Neural Network with TensorFlow's Keras API
deeplizard Intermediate 5y ago
Inside the Lab Where Robots Run Their Own Experiments
ML Fundamentals
Inside the Lab Where Robots Run Their Own Experiments
Seeker Intermediate 5y ago
Machine Learning Commerce at Square with Marsal Gavalda - #384
ML Fundamentals
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
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
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
The Dean's Response Fund - Scholarships
ML Fundamentals
The Dean's Response Fund - Scholarships
Saïd Business School, University of Oxford 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
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
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
Impact Of Artificial Intelligence On Employment- Data Science
ML Fundamentals
Impact Of Artificial Intelligence On Employment- Data Science
Krish Naik 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
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
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
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
Financing the COVID Crisis
ML Fundamentals
Financing the COVID Crisis
Saïd Business School, University of Oxford 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
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
ALGOL 60 at 60 - Computerphile
ML Fundamentals
ALGOL 60 at 60 - Computerphile
Computerphile Intermediate 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
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
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Train ML Models
📚 Coursera Course ↗
Self-paced
Train ML Models
Opens on Coursera ↗
Applied Social Network Analysis in Python
📚 Coursera Course ↗
Self-paced
Applied Social Network Analysis in Python
Opens on Coursera ↗
Natural Language Processing in TensorFlow
📚 Coursera Course ↗
Self-paced
Natural Language Processing in TensorFlow
Opens on Coursera ↗
AI-900 - Azure AI Fundamentals and Two Practice Tests
📚 Coursera Course ↗
Self-paced
AI-900 - Azure AI Fundamentals and Two Practice Tests
Opens on Coursera ↗
Sequences, Time Series and Prediction
📚 Coursera Course ↗
Self-paced
Sequences, Time Series and Prediction
Opens on Coursera ↗
Advanced Deep Learning Methods for Healthcare
📚 Coursera Course ↗
Self-paced
Advanced Deep Learning Methods for Healthcare
Opens on Coursera ↗