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)…
☆11Nov 16, 2020Updated 5 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:
- EdX course from MIT on machine learning 6.86x☆11Dec 16, 2020Updated 5 years ago
- Project code for MIT MOOC 6.86x on edX☆15Feb 23, 2020Updated 6 years ago
- Welcome to 6.86x Machine Learning with Python–From Linear Models to Deep Learning. Machine learning methods are commonly used across eng…☆13Nov 16, 2020Updated 5 years ago
- ☆10Mar 30, 2020Updated 5 years ago
- MITx: 6.86x Machine Learning with Python: from Linear Models to Deep Learning☆16Aug 9, 2019Updated 6 years ago
- Social Network Analysis and STEM Education is designed to prepare researchers to apply network analysis in order to better understand and…☆14Jul 14, 2025Updated 8 months ago
- Notes for 18.6501x, Fundamentals of Statistics on edX☆97Aug 25, 2022Updated 3 years ago
- R scripts written for MIT's Data Analysis for Social Scientists course offered on edX.☆20Sep 8, 2019Updated 6 years ago
- Machine Learning with Python (url: https://courses.edx.org/courses/course-v1:MITx+6.86x+1T2020/course/)☆45Jun 21, 2020Updated 5 years ago
- Python code written for MIT's Machine Learning course offered on edX☆125Sep 25, 2019Updated 6 years ago
- CheatSheet for 14.310x☆11Jan 2, 2020Updated 6 years ago
- Replication code "The Limits of Human Predictions of Recidivism" by Lin et al. (2020)☆10May 1, 2020Updated 5 years ago
- Repository for the paper "Discovering and Categorising Language Biases in Reddit" accepted at the International Conference on Web and Soc…☆12Aug 20, 2024Updated last year
- A demo and tutorial for Council that implements a research writing assistant.☆10Nov 10, 2023Updated 2 years ago
- An active inference model of Lacanian psychoanalysis☆16Jun 7, 2025Updated 9 months ago
- This is my 2024 course for TAP Institute on Vector Databases and Semantic Searching.☆12Jul 26, 2024Updated last year
- Use LLMs to extract structured data from news articles. From the Star Tribune AI Lab.☆13Sep 15, 2025Updated 6 months ago
- Interactive Visualizations course☆11Jul 4, 2025Updated 8 months ago
- Generates Google Drive shareable links for PDFs and links them to a group Zotero database☆13Oct 25, 2020Updated 5 years ago
- 🐝Apiary: The Data API for RRCHNM☆10Feb 17, 2026Updated last month
- small script for managing google scholar alert emails☆11May 6, 2023Updated 2 years ago
- Zotero course notes for the workshops given by the librarians at EPFL, Lausanne☆10Apr 25, 2023Updated 2 years ago
- Community based cheatsheet for the MITx course 18.6501x Fundamentals of Statistics☆44Mar 30, 2020Updated 5 years ago
- "Teaching the Teacher" resources for colleagues that want to get started using computational methods in their teaching (using Python)☆14Dec 11, 2023Updated 2 years ago
- In this tutorial, we have added step-by-step instructions to build your own AI chatbot with ChatGPT API. From setting up tools to install…☆11Apr 13, 2023Updated 2 years ago
- PyCaret deployment on Microsoft Azure using docker container☆10Dec 8, 2022Updated 3 years ago
- ☆13Mar 7, 2025Updated last year
- Code and data to analyse fire events in Sudan☆10Nov 1, 2023Updated 2 years ago
- An experiment with movie scenes and contrastive learning☆11Feb 1, 2025Updated last year
- Automatic conversation between 2 OpenAI GPT powered characters who participate in a Turing test together.☆12Aug 9, 2023Updated 2 years ago
- Simple Python script for generating W++ character descriptions via Poe's GPT☆10Jan 12, 2026Updated 2 months ago
- Google Apps Script to aggregate Google Scholar Alerts into a digest email☆14Nov 29, 2024Updated last year
- ☆39Updated this week
- Add journal articles discovered through Google Scholar's "Keyword Alert Service" directly to Zotero☆12Jun 13, 2015Updated 10 years ago
- This is my capstone project for the Data Incubator Data Science Fellowship. This project aims at building a tool that provides visualizat…☆10Nov 6, 2019Updated 6 years ago
- This is the code for our paper: PLACES: Prompting Language Models for Social Conversation Synthesis☆11Feb 17, 2023Updated 3 years ago
- An in-depth exploration to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-o…☆10Sep 4, 2019Updated 6 years ago
- My notes while learning datascience☆10May 26, 2018Updated 7 years ago
- R package to query LLM for R code solutions to problems☆14Jul 27, 2025Updated 7 months ago