dlab-berkeley / MachineLearningWG
D-Lab's Machine Learning Working Group at UC Berkeley, with supervised & unsupervised learning tutorials in R and Python
☆65Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for MachineLearningWG
- Text Analysis Workshops for UC Berkeley's D-Lab☆27Updated 7 years ago
- D-Lab R-intensive teaching materials☆22Updated 7 years ago
- Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis…☆122Updated 7 months ago
- D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations,…☆140Updated last year
- Introduction to Programming for UC Berkeley's D-Lab☆24Updated 6 years ago
- A starting point for discovering the wonderful world of Git, GitHub, and Git Annex (Assistant)☆76Updated 5 years ago
- Materials for teaching the Python for Everything workshop at UC Berkeley's D-lab☆71Updated 7 years ago
- D-Lab's 3 hour introduction to data visualization with R. Learn how to create histograms, bar plots, box plots, scatter plots, compound f…☆28Updated last year
- Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles☆190Updated 3 years ago
- D-Lab's 6 hour introduction to data wrangling with R. Learn how to manipulate dataframes using the tidyverse in R.☆37Updated last year
- D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model sele…☆80Updated last month
- D-Lab's 3 hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compo…☆56Updated 2 years ago
- D-Lab's 3 hour introduction to data wrangling in Python. Learn how to import and manipulate dataframes using pandas in Python.☆52Updated 2 years ago
- D-Lab's 12 hour introduction to Python. Learn how to create variables and functions, use control flow structures, use libraries, import d…☆168Updated last year
- 😎 Awesome lists about all kinds of topics and tools interesting to D-Labbers☆17Updated 2 years ago
- Workshop on fetching and mapping census data with tidycensus☆14Updated 2 years ago
- python resources of berkeley curated at a place☆47Updated 5 months ago
- D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.☆133Updated 7 months ago
- Introduction to Computational Tools and Techniques for Social Research☆96Updated 4 years ago
- NYU Shortcourse -- "Data Science and Social Science" materials☆135Updated 8 years ago
- Introduction to Text Analysis Using R☆75Updated 6 years ago
- ☆10Updated 7 years ago
- API and web scraping workshops☆35Updated 3 years ago
- Course materials for Sta 101 - Spring 2016 semester at Duke University☆38Updated 8 years ago
- ☆9Updated 3 years ago
- Basic and advanced network visualization with R - code and tutorial from my Sunbelt 2016 workshop.☆66Updated 8 years ago
- The joy and power of functional programming in R☆28Updated 2 years ago
- Materials for workshop "Data Visualization with R and ggplot2"☆75Updated 10 years ago
- Data Cleaning Tricks in R for Boston University's "Storytelling with Data" workshop☆70Updated 7 years ago
- Materials for the August 2019 R bootcamp at UC Berkeley. See below (under the listing of files) for information about the bootcamp, inclu…☆21Updated 4 years ago