| Wednesdays, 12:30PM to 2:30PM |
Workshop |
Fridays, 10AM to 12PM |
Workshop |
| January 11th |
Introduction to programming in R |
January 13th |
Understanding filesystems |
| January 18th |
Minimizing statistical non-reproducibility |
January 20th |
Introduction to programming in Python |
| January 25th |
Introduction to the data science life cycle |
January 27th |
Data wrangling in Python |
| February 1st |
Data wrangling in R |
February 3rd |
Introduction to Linux |
| February 8th |
Structural Equation Modeling |
February 10th |
|
| February 15th |
Introduction to the data science life cycle |
February 17th |
Fundamentals of Machine Learning in Python |
| February 22nd |
Exploratory Data Analysis in R |
February 24th |
ML in Python, session 2: Intro to regression and data collection |
| March 1st |
Reading break |
March 3rd |
Reading break |
| March 8th |
Data visualization in R, introduction |
March 10th |
ML in Python, session 3: Intro to unsupervised clustering and data cleaning |
| March 15th |
Design and implementation of statistical simulation studies |
March 17th |
|
| March 22nd |
Data visualization in R, intermediate |
March 24th |
ML in Python, session 4: Basics of Neural Networks and Algorithm Training |
| March 29th |
|
March 31st |
Introduction to natural language processing (in Python) |
| April 5th |
Neural Networks in R |
April 7th |
Holiday |
| April 12th |
Introduction to Git using R |
April 14th |
Natural language processing (in Python), session 2 |
| April 19th |
Exam period |
April 21st |
Exam period |
| April 26th |
Exam period |
April 28th |
Exam period |
| May 3rd |
Statistical Network Analysis in R |
May 5th |
Bayesian models & missing data |
| May 10th |
Introduction to Quarto (R Markdown) |
May 12th |
Meta-analysis |
| May 17th |
Acquiring data from the internet in R |
May 19th |
Natural language processing (in Python), session 3 |
| May 24th |
Creating a Shiny dashboard in R |
May 26th |
Introduction to cluster computing |
| PROGRAMMING SERIES |
Date |
| Understanding file systems |
Jan 20, 2022 |
| Introduction to data science with R |
Jan 27, 2022 |
| Intermediate data science with R |
Feb 3, 2022 |
| Introduction to python |
Feb 7, 2022 |
| Introduction to git |
Feb 10, 2022 |
| Retrieving data from the internet with R |
Feb 17, 2022 |
| Intermediate Python (pandas) |
Feb 24, 2022 |
| Introduction to RMarkdown |
Mar 10, 2022 |
| Introduction to data visualization in R |
Mar 17, 2022 |
| Intro to data visualization in python |
Mar 24, 2022 |
| Intermediate data visualization in R |
Mar 31, 2022 |
| Machine learning basics I |
Apr 14, 2022 |
| Network Analysis with R |
Apr 21, 2022 |
| Machine learning basics II |
Apr 28, 2022 |
