🧵Introducing a new MOOC, by the creators and contributors of @scikit_learn:
Machine learning in Python with scikit-learn
• Cost: free
• 8 weeks / (35 hours total)
#datascience #MachineLearning #python #ScikitLearnMooc
Enroll now:
https://t.co/P2ZJH1uETw
Course Prerequisites
Strong technical background not required.
** Required **
• basic knowledge of Python programming : defining variables, writing functions, importing modules
** Recommended **
• some prior experience with the NumPy, pandas and Matplotlib libraries
How it works
•videos, slides, notebooks to run online
• programming exercises at the end of every modules.
• quizzes after the lessons
• A certificate will be issued upon completion (share it on LI, etc)
Course syllabus; 7 modules
🟠Introduction
1⃣The Predictive Modeling Pipeline
2⃣Selecting the best model
3⃣Hyperparameters tuning
4⃣Linear Models
5⃣Decision tree models
6⃣Ensemble of models
7⃣Evaluating model performance