D-Lab
- 348 followers
- Social Sciences Building, Berkeley, CA
- http://dlab.berkeley.edu
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Repositories
- Python-Machine-Learning Public
D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.
dlab-berkeley/Python-Machine-Learning’s past year of commit activity - COMPSS-211 Public
Course materials for COMPSS211 at the UC Berkeley Master of Computational Social Science
dlab-berkeley/COMPSS-211’s past year of commit activity - Python-APIs-for-Large-Language-Models Public
D-Lab's 2-hour introduction to using APIs to access Large Language Models. Learn API setup & authentication, API call formatting, creating structured outputs, and more.
dlab-berkeley/Python-APIs-for-Large-Language-Models’s past year of commit activity - LLMs-Exploratory-Research Public
D-Lab's 2-hour introduction to using LLMs for exploratory research.
dlab-berkeley/LLMs-Exploratory-Research’s past year of commit activity - AI-Assisted-Coding-In-R Public
D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot and R.
dlab-berkeley/AI-Assisted-Coding-In-R’s past year of commit activity - Computational-Social-Science-Training-Program Public
This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collaboration, machine learning, natural language processing, and causal inference. This course has a strong applied focus with emphasis placed on doing computational social science.
dlab-berkeley/Computational-Social-Science-Training-Program’s past year of commit activity - Python-SQL-Fundamentals Public
D-Lab's 2-hour introductory SQL workshop in Python. Navigate the structure of a relational database and become familiar with relational database concepts.
dlab-berkeley/Python-SQL-Fundamentals’s past year of commit activity - Python-SQL-Intermediate Public
D-Lab's 2-hour intermediate SQL workshop in Python. Learn using different types of JOINs, primary and foreign keys, subqueries, and more.
dlab-berkeley/Python-SQL-Intermediate’s past year of commit activity
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