ramikrispin,
@ramikrispin@mstdn.social avatar

(1/2) Data Analysis for Social Scientists - MIT Course 🚀

MIT released a new course - Data Analysis for Social Scientists (MIT 14.310x), focusing on data analysis for social fields of science such as economics, public policy, and culture. This ten weeks course, by Prof. Esther Duflo and Dr. Sara Ellison, covers topics such as:

#DataScience #rstats #datavisualization #MachineLearning

ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2) This ten weeks course, by Prof. Esther Duflo and Dr. Sara Ellison, covers topics such as:

✅ Probability and Statistics
✅ Regression analysis
✅ Design of experiments
✅ Randomized control trails and A/B testing
✅ Machine learning
✅ Data visualization

The course examples are with R.

Lectures 📽️: https://www.youtube.com/playlist?list=PLUl4u3cNGP61ATaGTFcSp7bhogloD2wHP
Course website 🔗: https://ocw.mit.edu/courses/14-310x-data-analysis-for-social-scientists-spring-2023/

#rstats #DataScience #MachineLearning #datavisualization

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