newking9088 / MITx_14.310x_Data_Analysis_for_Social_Scientist_Fall_2020
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)…
☆10Updated 3 years ago
Related projects: ⓘ
- Data Analysis: Statistical Modeling and Computation in Applications☆47Updated 3 years ago
- R scripts written for MIT's Data Analysis for Social Scientists course offered on edX.☆21Updated 5 years ago
- This offers a Jupyter Notebook introduction on how to use Large Language Models for text analysis within the social sciences.☆55Updated 5 months ago
- Fundamentals of Statistics☆36Updated 3 years ago
- Codes for case studies for the Bekes-Kezdi Data Analysis textbook☆185Updated this week
- MITx 6.86x | Machine Learning with Python | From Linear Models to Deep Learning☆31Updated 2 years ago
- CheatSheet for 6.86x☆22Updated 3 years ago
- ☆112Updated 2 years ago
- Handbook of Regression Modeling in People Analytics☆154Updated last month
- Applied Time Series Analysis and Forecasting☆166Updated last year
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆73Updated this week
- CheatSheet for 6.431x☆16Updated 3 years ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆170Updated 6 months ago
- Code for my data science articles☆40Updated last year
- Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.☆121Updated 8 months ago
- Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML Pipelines with Python, Open Source, and Free Applications"☆87Updated this week
- Project code for MIT MOOC 6.86x on edX☆16Updated 4 years ago
- Notes for 18.6501x, Fundamentals of Statistics on edX☆91Updated 2 years ago
- Code and examples from Business Data Science☆161Updated 3 years ago
- A set of notebooks the provide an introduction to Python.☆94Updated 6 months ago
- code for DataCamp classes☆84Updated 4 months ago
- Repo for ML for Public Policy Lab course at CMU☆104Updated 9 months ago
- Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with…☆86Updated last month
- This is a coding course in Python to accompany the Data Analysis material☆104Updated last year
- Handbook of Graphs and Networks in People Analytics☆112Updated 4 months ago
- ☆111Updated 3 years ago
- MITx: 6.86x - Machine Learning with Python: From Linear Models to Deep Learning☆12Updated 3 years ago
- Forecasting: Principles and Practice☆30Updated 3 years ago
- ☆10Updated 4 years ago
- Utility functions for "Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python"☆68Updated 5 months ago