When
From January 5 to April 13, 2022
Where
Online
Price
$50 to $100
Language
French
Description
The 100 days of Data.Trek challenge is a 100-day training course designed to introduce students and research professionals to data manipulation, computational analysis, and machine learning from real data sets in a fun and mutual-help context.
Program DataTrek
To learn more about this initiative, register quickly for our information session on December 8, 2021!
Please note that all workshops will be given in either R or Python, and that you should plan on investing approximately 5 hours per week to complete the entire challenge and take full advantage of it!
December 8, 2021: Presentation session “DataTrek 101”
Christmas Holidays: Prerequisites “Modules to complete”
January 5, 2022 9 a.m. to noon: Workshop 1 “Introduction to programmatic languages”
January 5, 2022 1 p.m. – 2 p.m.: Workshop 2 “Sound data and results management”
January 5, 2022 2:30 p.m. – 4:30 p.m.: Workshop 3 “Choice of project and mentor”
January 12, 2022 5 p.m. – 7 p.m.: Workshop 4 “Organize your analysis project”
January 18, 2022 noon to 1 p.m.: Webinar 1 “Open Science”
January 19, 2022 5 p.m. – 7 p.m.: Workshop 5 “Data processing”
January 26, 2022 5 p.m. – 7 p.m.: Workshop 6 “Data visualization”
Spring Break: Prerequisite “Modules to complete”
February 2, 2022 5 p.m. – 7 p.m.: Workshop 7 “Statistical analysis”
February 9, 2022 5 p.m. – 7 p.m.: Workshop 8 “Introduction to Machine Learning (ML)”
February 16, 2022 5 p.m. – 6 p.m.: Workshop 9 “Prepare your final presentation”
February 17, 2022 noon to 1 p.m.: Webinar 2 “Ethics, equity, diversity and inclusion”
February 23, 2022 5 p.m. – 7 p.m.: Workshop 10 “Intermediate ML concept”
March 9, 2022 5 p.m. – 7 p.m.: Workshop 11 “Python: Examples of very classical models Perceptron and multilayer Perceptron / R: Genomics (RNA-Seq)”
March 15, 2022 noon to 1 p.m.: Webinar 3 “Collaboration”
March 16, 2022 5 p.m. – 7 p.m.: Workshop 12 “Python: Automatic Natural Language Processing (NLP) / R: Social sciences“
March 23, 2022 5 p.m. – 7 p.m.: Workshop 13 “Python: Computer vision: classification and segmentation / R: Graphs“
March 30, 2022 5 p.m. – 7 p.m.: Workshop 14 “Time series”
April 6, 2022 5 p.m. – 7 p.m.: Presentations
April 13, 2022 5 p.m. – 7 p.m.: Presentations