D-Lab
- 254 followers
- Social Sciences Building, Berkeley, CA
- http://dlab.berkeley.edu
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Repositories
- Copilot-Fundamentals Public
D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot
dlab-berkeley/Copilot-Fundamentals’s past year of commit activity - Python-GPT-Fundamentals Public
D-Lab's 2-hour introduction to Generative Pretrained Transformers (GPT) for beginners. Learn about text encoding, word embeddings, and the transformer architecture upon which GPT is based. Create texts using a GPT model with the Transformers library in Python, and learn about hyperparameters such as temperature.
dlab-berkeley/Python-GPT-Fundamentals’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-Data-Visualization Public
D-Lab's 4-hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compound figures, and more, using matplotlib and seaborn.
dlab-berkeley/Python-Data-Visualization’s past year of commit activity - R-Geospatial-Fundamentals Public
D-Lab's 6-hour introduction to working with geospatial data in R. Learn how to import, visualize, and analyze geospatial data in R.
dlab-berkeley/R-Geospatial-Fundamentals’s past year of commit activity - Python-Fundamentals Public
D-Lab's 6-part, 12-hour introduction to Python. Learn how to create variables, use methods and functions, work with if-statements and for-loops, and do data analysis with Pandas, using Python and Jupyter.
dlab-berkeley/Python-Fundamentals’s past year of commit activity - python-text-analysis Public
D-Lab's introduction to text analysis with Python. Learn how to preprocess text data, apply bag-of-words methods, engage with word embeddings, and more, using Python.
dlab-berkeley/python-text-analysis’s past year of commit activity - Python-Data-Wrangling Public
D-Lab's 3-hour workshop diving deep into Pandas. Learn how to manipulate, index, merge, group, and plot data frames using Pandas functions.
dlab-berkeley/Python-Data-Wrangling’s past year of commit activity