Training
Training
Workshops & Technical Talks
Workshops & Technical Talks
See below for trainings, reference materials, and resources at Harvard and beyond.
- R
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- R workshop materials (e.g., Intro to R; R Regression models) from Harvard's Institute for Quantitative Social Science (IQSS).
- DataCamp
- Python
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- Python workshop materials (e.g., Python Introduction; Python Web Scraping) from Harvard's Institute for Quantitative Social Science (IQSS).
- DataCamp
- LinkedIn Learning
- Stata
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- Stata Data Frames Demo (RCS)
- Stata Reproducible Reporting (DynDoc) Demo (RCS)
- Stata workshop materials (e.g., Stata Introduction; Stata Data Management) from Harvard's Institute for Quantitative Social Science (IQSS).
- Stata Tutorial (Princeton)
- Stata Graphics Tutorial (Princeton)
- Learning Resources for Stata (StataCorp)
- Unix
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- Workshops and Tutorials
- Reference Material
- Data Science
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- Overview of Natural Language Processing: Techniques and Tools (RCS)
- Introduction to Natural Language Processing (NLP) in Python (RCS)
- Introduction to Topic Modeling in Python (RCS)
- Interactive Data Visualization with Python (RCS)
- Introduction to Neural Networks in Python (RCS)
- Tesseract for Optical Character Recognition (OCR) Workshop Recording (RCS)
- Principls of Causal Inference Workshop Slides (RCS)
- Databases and SQL
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- Workshops and Tutorials
- Working with SQL setup instructions (DB Browser for SQLite), lesson, and reference
- Managing and Effective Use of Data in Databases (RCS)
- Intermediate SQL Topics (RCS)
- Custom Databases for Data Management (Datafest)
- Multiple Approaches to Combining Data (Datafest)
- Introduction to SQL (DataCamp)
- SQL Essential Training (LinkedIn Learning)
- Programming with Databases - Python (Software Carpentry) Tutorial
- Programming with Databases - R (Software Carpentry) Tutorial
- Command Line Shell For SQLite Tutorial
- Export SQLite Database To a CSV File Tutorial
- Reference Material and Tools
- Help documents on importing and exporting data at SQLite
- SQLite GUI (endorsed by Software Carpentry)
- Version Control
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- Workshops and Tutorials
- Versioning your Data and Scripts (RCS)
- Version Control with Git (Software Carpentries)
- Introduction to Git (DataCamp)
- Learn Git with GitKraken (GitKraken)
- Reference Material and Tools