AI and Machine Learning Foundations - Python, Data Science, and MLOps

AI and Machine Learning Foundations - Python, Data Science, and MLOps

freeCodeCamp.org via freeCodeCamp Direct link

⌨️ Top 10 Machine Learning Algorithms

8 of 14

8 of 14

⌨️ Top 10 Machine Learning Algorithms

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

AI and Machine Learning Foundations - Python, Data Science, and MLOps

Automatically move to the next video in the Classroom when playback concludes

  1. 1 ⌨️ Introduction
  2. 2 ⌨️ Machine Learning Roadmap for 2024
  3. 3 ⌨️ ML Basics Supervised vs. Unsupervised, Regression vs. Classification
  4. 4 ⌨️ Machine Learning Bias-Variance Trade-off
  5. 5 ⌨️ Machine Learning Overfitting Regularization
  6. 6 ⌨️ Machine Learning Linear Regression Model
  7. 7 ⌨️ Machine Learning Linear Regression Model As a Prediction Model
  8. 8 ⌨️ Top 10 Machine Learning Algorithms
  9. 9 ⌨️ Data Analysis : Superstore Data Analytics Project
  10. 10 ⌨️ Machine Learning Linear Regression Case Study
  11. 11 ⌨️ MLOps: Movie recommendation system.
  12. 12 ⌨️ Workshop: How to Become a Data Scientist With No Experience
  13. 13 ⌨️ Workshop: How to Build A Startup
  14. 14 ⌨️ Machine Learning Interview Prep🎉 Thanks to our Champion and Sponsor supporters:

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.