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
Lecture 8: Helicopter Aerodynamics
ML Fundamentals
Lecture 8: Helicopter Aerodynamics
MIT OpenCourseWare Intermediate 5y ago
Lecture 2: Airplane Aerodynamics
ML Fundamentals
Lecture 2: Airplane Aerodynamics
MIT OpenCourseWare Beginner 5y ago
Basics of Classes : Python Basics
ML Fundamentals
Basics of Classes : Python Basics
ritvikmath Beginner 5y ago
Easy Way To Visualize Decision Tree- Machine Learning Algorithm
ML Fundamentals
Easy Way To Visualize Decision Tree- Machine Learning Algorithm
Krish Naik Beginner 5y ago
GOTO Episode 4
ML Fundamentals
GOTO Episode 4
Saïd Business School, University of Oxford Intermediate 5y ago
GOTO 2020 Climate Action Summit with keynote speaker Al Gore trailer
ML Fundamentals
GOTO 2020 Climate Action Summit with keynote speaker Al Gore trailer
Saïd Business School, University of Oxford Intermediate 5y ago
SVM from Scratch - Machine Learning Python (Support Vector Machine)
ML Fundamentals
SVM from Scratch - Machine Learning Python (Support Vector Machine)
Aladdin Persson Advanced 5y ago
Automate Anomaly Detection Using Pycaret -Data Science And Machine Learning
ML Fundamentals
Automate Anomaly Detection Using Pycaret -Data Science And Machine Learning
Krish Naik Beginner 5y ago
Webinar: Admissions for University of North Texas Bachelor of Applied Arts and Sciences (B.A.A.S.)
ML Fundamentals
Webinar: Admissions for University of North Texas Bachelor of Applied Arts and Sciences (B.A.A.S.)
Coursera Intermediate 5y ago
5 websites to get Free Real-World Datasets for Data Science/ML Projects
ML Fundamentals
5 websites to get Free Real-World Datasets for Data Science/ML Projects
1littlecoder Beginner 5y ago
Linear Regression Normal Equation Python
ML Fundamentals
Linear Regression Normal Equation Python
Aladdin Persson Intermediate 5y ago
Jack Dorsey: Square, Cryptocurrency, and Artificial Intelligence | Lex Fridman Podcast #91
ML Fundamentals
Jack Dorsey: Square, Cryptocurrency, and Artificial Intelligence | Lex Fridman Podcast #91
Lex Fridman Beginner 5y ago
Webinar: Advising for the University of North Texas Bachelor of Applied Arts and Sciences Degree
ML Fundamentals
Webinar: Advising for the University of North Texas Bachelor of Applied Arts and Sciences Degree
Coursera Beginner 5y ago
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
ML Fundamentals
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
MLOps.community Beginner 5y ago
Neural Networks from Scratch - P.3 The Dot Product
ML Fundamentals
Neural Networks from Scratch - P.3 The Dot Product
sentdex Beginner 5y ago
3rd wave of data scientists
ML Fundamentals
3rd wave of data scientists
MLOps.community Beginner 5y ago
Supervised Contrastive Learning
ML Fundamentals
Supervised Contrastive Learning
Yannic Kilcher Advanced 5y ago
Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]
Sebastian Raschka Beginner 5y ago
Jack Clark — Building Trustworthy AI Systems
ML Fundamentals
Jack Clark — Building Trustworthy AI Systems
Weights & Biases Intermediate 5y ago
MA Model Code Example : Time Series Talk
ML Fundamentals
MA Model Code Example : Time Series Talk
ritvikmath Intermediate 5y ago
50 Years of Computer Science: Professor Brailsford Q&A - Computerphile
ML Fundamentals
50 Years of Computer Science: Professor Brailsford Q&A - Computerphile
Computerphile Intermediate 5y ago
[Rant] The Male Only History of Deep Learning
ML Fundamentals
[Rant] The Male Only History of Deep Learning
Yannic Kilcher Beginner 5y ago
Python Tutorial: Fraud detection algorithms in action
ML Fundamentals
Python Tutorial: Fraud detection algorithms in action
DataCamp Beginner 5y ago
Python Tutorial: Introduction to fraud detection
ML Fundamentals
Python Tutorial: Introduction to fraud detection
DataCamp Beginner 5y ago
Lecture 14: Human Factors
ML Fundamentals
Lecture 14: Human Factors
MIT OpenCourseWare Intermediate 5y ago
Lecture 15: Flight Planning
ML Fundamentals
Lecture 15: Flight Planning
MIT OpenCourseWare Beginner 5y ago
Lecture 20: Flying at Night
ML Fundamentals
Lecture 20: Flying at Night
MIT OpenCourseWare Beginner 5y ago
Lecture 10: Communication and Flight Information
ML Fundamentals
Lecture 10: Communication and Flight Information
MIT OpenCourseWare Beginner 5y ago
Lecture 19: Multi-Engine and Jets
ML Fundamentals
Lecture 19: Multi-Engine and Jets
MIT OpenCourseWare Beginner 5y ago
Lecture 9: Meteorology
ML Fundamentals
Lecture 9: Meteorology
MIT OpenCourseWare Beginner 5y ago
Lecture 11: Aircraft Ownership and Maintenance
ML Fundamentals
Lecture 11: Aircraft Ownership and Maintenance
MIT OpenCourseWare Intermediate 5y ago
Special Lecture: Oshkosh 2018
ML Fundamentals
Special Lecture: Oshkosh 2018
MIT OpenCourseWare Intermediate 5y ago
Who Is The Best Person To Judge You? Motivational Talks
ML Fundamentals
Who Is The Best Person To Judge You? Motivational Talks
Krish Naik Intermediate 5y ago
Live Q&A Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Intermediate 5y ago
K-Nearest Neighbor from scratch - Machine Learning Python
ML Fundamentals
K-Nearest Neighbor from scratch - Machine Learning Python
Aladdin Persson Beginner 5y ago
The New Reality and Impact of COVID-19 on Higher Education Panel [2020 Coursera Virtual Conference]
ML Fundamentals
The New Reality and Impact of COVID-19 on Higher Education Panel [2020 Coursera Virtual Conference]
Coursera Beginner 5y ago
Coursera for Campus: Supporting Universities During COVID-19 [2020 Coursera Virtual Conference]
ML Fundamentals
Coursera for Campus: Supporting Universities During COVID-19 [2020 Coursera Virtual Conference]
Coursera Beginner 5y ago
Coursera Keynote from Jeff Maggioncalda, Coursera CEO  [2020 Coursera Virtual Conference]
ML Fundamentals
Coursera Keynote from Jeff Maggioncalda, Coursera CEO [2020 Coursera Virtual Conference]
Coursera Beginner 5y ago
Step By Step Process To Learn Machine Learning Algorithm Efficiently
ML Fundamentals
Step By Step Process To Learn Machine Learning Algorithm Efficiently
Krish Naik Beginner 5y ago
Lessons from Crisis Management: Rapid Innovation
ML Fundamentals
Lessons from Crisis Management: Rapid Innovation
Saïd Business School, University of Oxford Advanced 5y ago
Spam Classifier using Naive Bayes in Python
ML Fundamentals
Spam Classifier using Naive Bayes in Python
Aladdin Persson Beginner 5y ago
Naive Bayes from Scratch - Machine Learning Python
ML Fundamentals
Naive Bayes from Scratch - Machine Learning Python
Aladdin Persson Advanced 5y ago
Reproducability flaws in end to end Machine Learning debugging
ML Fundamentals
Reproducability flaws in end to end Machine Learning debugging
MLOps.community Beginner 5y ago
Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali
ML Fundamentals
Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali
MLOps.community Beginner 5y ago
Adjacent usecases and multistep feature engineering
ML Fundamentals
Adjacent usecases and multistep feature engineering
MLOps.community Beginner 5y ago
Checkpointing, metadata, and confidence in your data
ML Fundamentals
Checkpointing, metadata, and confidence in your data
MLOps.community Beginner 5y ago
How many models in prod til I need a dedicated ML platform?
ML Fundamentals
How many models in prod til I need a dedicated ML platform?
MLOps.community Beginner 5y ago
More difficult transition for data scientists to become ML engineers
ML Fundamentals
More difficult transition for data scientists to become ML engineers
MLOps.community Beginner 5y ago
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