newking9088 / MITx_14.310x_Data_Analysis_for_Social_Scientist_Fall_2020Links
This course introduces methods for harnessing data to answer questions of cultural, social, economic, and policy interest. We will start with essential notions of probability and statistics. We will proceed to cover techniques in modern data analysis: regression and econometrics, design of experiments, randomized control trials (and A/B testing)…
☆11Updated 4 years ago
Alternatives and similar repositories for MITx_14.310x_Data_Analysis_for_Social_Scientist_Fall_2020
Users that are interested in MITx_14.310x_Data_Analysis_for_Social_Scientist_Fall_2020 are comparing it to the libraries listed below
Sorting:
- Data Analysis: Statistical Modeling and Computation in Applications☆57Updated 4 years ago
- Codes for case studies for the Bekes-Kezdi Data Analysis textbook☆207Updated this week
- Fundamentals of Statistics☆44Updated 3 years ago
- Python-based Jupyter notebooks, notes, and project solutions from DataCamp courses on data science, machine learning, and statistics.☆90Updated last year
- ☆114Updated 3 years ago
- Portfolio of course work for my Master's in Data Science.☆13Updated 5 years ago
- Fundamental Python workshop, proudly presented by the UCL Data Science Society☆47Updated 3 years ago
- Handbook of Regression Modeling in People Analytics☆160Updated last month
- Repo for ML for Public Policy Lab course at CMU☆114Updated last year
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆34Updated 3 years ago
- MITx 6.86x | Machine Learning with Python | From Linear Models to Deep Learning☆48Updated 3 years ago
- Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.☆142Updated 5 months ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆336Updated 11 months ago
- This offers a Jupyter Notebook introduction on how to use Large Language Models for text analysis within the social sciences.☆70Updated last year
- Handbook of Graphs and Networks in People Analytics☆119Updated last year
- ☆49Updated 3 years ago
- Multivariate Data Analysis☆23Updated last year
- Notes for 18.6501x, Fundamentals of Statistics on edX☆96Updated 2 years ago
- This is a coding course in Python to accompany the Data Analysis material☆110Updated 2 years ago
- Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.☆181Updated 11 months ago
- A repository containing data and files for my stories on Medium.com.☆55Updated 5 months ago
- Code for my data science articles☆46Updated 2 years ago
- Python for Social Scientists☆38Updated 7 years ago
- Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with…☆105Updated last month
- This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collabora…☆249Updated 2 months ago
- Statistical Inference Course☆42Updated 6 months ago
- Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML Pipelines with Python, Open Source, and Free Applications"☆94Updated this week
- ☆53Updated 2 years ago
- Applied Social Network Analysis in Python by University of Michigan on Coursera☆78Updated 5 years ago
- Python code written for MIT's Machine Learning course offered on edX☆123Updated 5 years ago