Past Workshops
More D-Lab events and workshops coming soon!
May 19, 2023
More workshops coming soon...
Please subscribe to the D-Lab weekly newsletter if you would like to be notified when new workshops are available for...Read more about More D-Lab events and workshops coming soon!
Python Data Wrangling and Manipulation with Pandas
May 4, 2023
Pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with 'relational' or 'labeled' data both easy and intuitive. It enables doing practical, real world data analysis in Python. In this workshop, we'll work with example data and go through...Read more about Python Data Wrangling and Manipulation with Pandas
Python Fundamentals Pilot: Parts 1-3
May 1, 2023
This three-part interactive workshop series is your complete introduction to programming Python for people with little or no previous programming experience. By the end of the series, you will be able to apply your knowledge of basic principles of programming and data manipulation to a real-world...Read more about Python Fundamentals Pilot: Parts 1-3
R Data Wrangling and Manipulation: Parts 1-2
May 1, 2023
It is said that 80% of data analysis is spent on the process of cleaning and preparing the data for exploration, visualization, and analysis. This R workshop will introduce the dplyr and tidyr packages to make data wrangling and manipulation easier. Participants will learn how to use these packages...Read more about R Data Wrangling and Manipulation: Parts 1-2
R Fundamentals: Parts 1-4
May 1, 2023
This workshop is a four-part introductory series that will teach you R from scratch with clear introductions, concise examples, and support documents. You will learn how to download and install the open-sourced R Studio software, understand data and basic manipulations, import and subset data,...Read more about R Fundamentals: Parts 1-4
Infosession: D-Lab Data Science Fellowship (2023-2024)
April 20, 2023
The D-Lab is seeking applications for the 2023-2024 cohort of Data Science Fellows. This infosession will give you an in-depth look at the D-Lab Data Science Fellowship and an opportunity for you to ask questions about the program that may be helpful to your application process to become a Fellow!Read more about Infosession: D-Lab Data Science Fellowship (2023-2024)
R Deep Learning: Parts 1-2
April 19, 2023
This workshop introduces the basic concepts of Deep Learning — the training and performance evaluation of large neural networks, especially for image classification, natural language processing, and time-series data. Like many other machine learning algorithms, we will use deep learning algorithms...Read more about R Deep Learning: Parts 1-2
Python Deep Learning: Parts 1-2
April 11, 2023
The goal of this workshop is to build intuition for deep learning by building, training, and testing models in Python. Rather than a theory-centered approach, we will evaluate deep learning models through empirical results.Read more about Python Deep Learning: Parts 1-2
R Data Visualization
April 11, 2023
This workshop will provide an introduction to graphics in R with ggplot2. Participants will learn how to construct, customize, and export a variety of plot types in order to visualize relationships in data. We will also explore the basic grammar of graphics, including the aesthetics and geometry...Read more about R Data Visualization
Python Intermediate: Parts 1-3
April 6, 2023
This three-part interactive workshop series teaches you intermediate programming Python for people with previous programming experience equivalent to our Python Fundamentals workshop. By the end of the series, you will be able to apply your knowledge of basic principles of programming and data...Read more about Python Intermediate: Parts 1-3
Python Text Analysis: Word Embeddings
April 5, 2023
How can we use neural networks to create meaningful representations of words? The bag-of-words is limited in its ability to characterize text, because it does not utilize word context.Read more about Python Text Analysis: Word Embeddings
Python Machine Learning Fundamentals: Parts 1-2
April 5, 2023
This workshop introduces students to scikit-learn, the popular machine learning library in Python, as well as the auto-ML library built on top of scikit-learn, TPOT. The focus will be on scikit-learn syntax and available tools to apply machine learning algorithms to datasets. No theory instruction...Read more about Python Machine Learning Fundamentals: Parts 1-2
R Data Visualization
April 4, 2023
This as an in-person ONLY workshop (no hybrid option). This workshop will provide an introduction to graphics in R with ggplot2. Participants will learn how to construct, customize, and export a variety of plot types in order to visualize relationships in data. We will also explore the basic...Read more about R Data Visualization
Bash + Git: Introduction
March 30, 2023
This workshop will start by introducing you to navigating your computer’s file system and basic Bash commands to remove the fear of working with the command line and to give you the confidence to use it to increase your productivity. And then working with Git, a powerful tool for keeping track of...Read more about Bash + Git: Introduction
R Data Visualization
March 29, 2023
This workshop will provide an introduction to graphics in R with ggplot2. Participants will learn how to construct, customize, and export a variety of plot types in order to visualize relationships in data. We will also explore the basic grammar of graphics, including the aesthetics and geometry...Read more about R Data Visualization
Python Text Analysis: Topic Modeling
March 29, 2023
In this part, we study unsupervised learning of text data. This is a stand alone work that builds from the two-part text analysis series.Read more about Python Text Analysis: Topic Modeling
Python Web Scraping
March 28, 2023
In this workshop, we cover how to scrape data from the web using Python. Web scraping involves downloading a webpage's source code and sifting through the material to extract desired data.Read more about Python Web Scraping
R Fundamentals: Parts 1-4
March 27, 2023
This workshop is a four-part introductory series that will teach you R from scratch with clear introductions, concise examples, and support documents. You will learn how to download and install the open-sourced R Studio software, understand data and basic manipulations, import and subset data,...Read more about R Fundamentals: Parts 1-4
Digital Humanities Working Group Meetup
March 17, 2023
The UC Berkeley Digital Humanities Working Group is a research community founded to facilitate interdisciplinary conversations in the digital humanities and cultural analytics. Our gatherings are participant driven and provide a place for sharing research ideas (including brainstorming new ideas...Read more about Digital Humanities Working Group Meetup
Python Data Wrangling and Manipulation with Pandas
March 15, 2023
Pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with 'relational' or 'labeled' data both easy and intuitive. It enables doing practical, real world data analysis in Python. In this workshop, we'll work with example data and go through...Read more about Python Data Wrangling and Manipulation with Pandas
Finding Health Statistics and Data
March 15, 2023
Participants in this workshop will learn about some of the issues surrounding the collection of health statistics, and will also learn about authoritative sources of health statistics and data. We will look at tools that let you create custom tables of vital statistics (birth, death, etc.), disease...Read more about Finding Health Statistics and Data
Python Web APIs
March 14, 2023
In this workshop, we cover how to extract data from the web with APIs using Python. APIs are often official services offered by companies and other entities, which allow you to directly query their servers in order to retrieve their data. Platforms like The New York Times, Twitter and Reddit offer...Read more about Python Web APIs
Python Data Visualization
March 13, 2023
For this workshop, we'll provide an introduction to visualization with Python. We'll cover visualization theory and plotting with Matplotlib and Seaborn, working through examples in a Jupyter notebook.Read more about Python Data Visualization
R Data Wrangling and Manipulation: Parts 1-2
March 13, 2023
It is said that 80% of data analysis is spent on the process of cleaning and preparing the data for exploration, visualization, and analysis. This R workshop will introduce the dplyr and tidyr packages to make data wrangling and manipulation easier. Participants will learn how to use these packages...Read more about R Data Wrangling and Manipulation: Parts 1-2
Python Text Analysis Fundamentals: Parts 1-2
March 8, 2023
This two-part workshop series will prepare participants to move forward with research that uses text analysis, with a special focus on humanities and social science applications.Read more about Python Text Analysis Fundamentals: Parts 1-2
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