Teaching
[Video] AI and Creating 'Knowledge-First' Companies
Interview of Igor Jablokov, CEO of Pryon.
[Course] Landscape and Challenges of International Business
Msc HEC Montréal - INTE60006A.H2021
[Cours] Méthodes quantitatives
Un cours en ligne reliant l'ère numérique, la science des données et les statistiques.
[Cours] Technologie et concurrence internationale: une approche en termes de données probantes
Polytechnique Montreal - IND8115
[Course] Quantitative Methods in International Business
From statistics to machine learning use cases in international business
[Course] International Business Environment: An evidence-based approach
MBA HEC Montréal - INTE5000
[Course] Artificial Intelligence, Law and Ethics
An online course bridging Artificial Intelligence, Industrial Organization with Competition Policy and Ethics.
[Course] Augmented Intelligence
The Covid-19 case
[Course] Bootcamp 1: The fundamentals in R
Data types and structures in R, inputting & outputting data and manipulating data sets.
[Course] Industrial Analysis for International Business
The opening of national economies, the globalization of economies and new technologies with global impact affect all industries. In this context, it is important to conduct an analysis at the industrial level. This involves understanding how industries are structured, how they evolve, how they are affected by new regulations and what new interactions between industrial sectors are taking place.
[API] bea.R
Access Bureau of Economic Analysis' statistics through the bea.R API.
[API] comtradr
Access detailed global trade data through the Comtrad API.
[API] coronavirus
Access a tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) epidemic through the coronavirus API.
[API] covid19Italy
Access a tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) pandemic outbreak in Italy through the covid19Italy API.
[API] covid19us
Access data on the COVID-19 in the United States through the covid19us API.
[API] EpiBibR
Access bibliographic data on Covid-19 and other medical references through the EpiBibR API.
[API] eurostat
Access statistics at European level through the Eurostat API.
[API] fredr
Access 670,000 US and international time series through the fredR API.
[API] iriR
iriR’s objective is to provide an easy connection through the R language to the European Commission’s Industrial R&D Investment Scoreboard (IRI) while augmenting it in a couple of dimensions.
[API] newsAPI
Access to breaking news headlines and articles from over 30,000 news sources and blogs through the newsAPI API.
[API] OECD
Access OECD countries and selected non-member economies data through the OECD API.
[API] Quandl
Access financial and economic data through the Quandl API.
[API] quantmod
Access financial data through the quantmod API.
[API] rnassqs
Access USDA agricultural data through the rnassqs API.
[API] shapeR
Access shapefiles for all countries and their sub-divisions through the shapeR API.
[API] spiR
Access open data on the Social Progress Index and more through the spiR API.
[API] statcanR
Access Canada's economy, society and environment data through the statcanR API.
[API] WDI
Access global development data through the WDI API.
[API] bea.R: Application
An API for the Bureau of Economic Analysis (BEA).
[API] comtradR: Application
An API for detailed global trade data.
[API] fredr: Application
An API by the Federal Reserve Bank of St. Louis.
[API] OECD: Application
A knowledge hub for data and analysis
[API] Quandl: Application
Extract value from the world's data
[API] Quantmod: Application
Quantitative Financial Modelling & Trading Framework for R
[API] spiR: Application
Learn how to retrieve data from spiR and produce a visual.
[API] statcanR: Application
Learn how to retrieve data from statcanR and produce a visual.
[API] WDI: Application
A collection of development indicators
[R course] bibliometrix: An R-Tool for Bibliometric Analysis
To customize the chunk output with chunk options.
[R Course] Clustering with R
A Beginner's Guide
[R Course] Collecting Twitter Data
Method for retrieving tweets using the rtweet package.
[R Course] Structural Topic Model: stm R package
Flexibly estimate a topic model that includes document-level metadata.
[R Course] Dash & Plotly in R
Create dashboards using dashR & plotly.
[R Course] Text Mining with R: The case of Tweets
Based on the methodology of the book "Text Mining with R", you will learn to do text mining on tweets.
[R Course] Data Importation with R
Import data from different files type: CSV, Gsheet and Excel.
[R Course] Data Visualization with R
Learn how to use the ggplot2 package to create visuals in R.
[R Course] Data Visualisation with R: Advanced Static Maps
Learn how to use a shapefile to create a static map with ggplot2.
[R Course] Data Visualization with R: Colored Map Levels
A map with colored levels of granularity made using the raster and ggplot2 packages.
[R Course] Data Visualization with R: Custom Colors Maps
A custom map made with custom colors using ggplot2.
[R Course] Data Visualization with R: Interactive Maps
Learn to use the Leaflet R package that makes easy to integrate and control interactive maps.
[R Course] Data Visualization with R: Line Charts
Line charts made with ggplot2.
[R Course] Data Visualization with R: Maps
Let's concentrate on using ggplot2 data for maps and creating maps.
[R Course] Data Visualization with R: Map Levels
A map with levels of granularity made using the raster package.
[R Course] Data Visualisation with R: Options
Learn how to use the multitude options included in the ggplot2 package such as themes, scales, axes, legends, and facetting.
[R Course] Data Visualization with R: paletteer
A comprehensive collection of color palettes in R.
[R Course] Data Wrangling with R
Learn how to rename, create and delete variables. Also learn how to convert text case, replace or remove specifics characters. Finally, learn how to handle missing values.
[R Course] Data Wrangling with R: Pivot
Using the tidyr package to do some data wrangling.
[R Course] Data Wrangling with R: Reshaping and Subsetting
Learn how to reshape and subset your data.
[R Course] Data Wrangling with R: Combining Tables
Use different techniques of combining tables such as mutating join, filtering join and biding.
[R Course] Data Wrangling with R: Computing Summary Statistics
Splits the data into subsets, computes summary statistics for each, and returns the result in a convenient form.
[R Course] Flexdashboards with R Markdown
Create an R Markdown document with the flexdashboard output format.
[R Course] Loops and Statements with R
Familiarize yourself with ifelse and if...else statements. Also use For and While loops to repeat a specific block of code.
[R Course] Mapping, Spatial Analysis & Econometrics in R
Learn a range of spatial skills, including: reading, writing and manipulating geographic data; making static and interactive maps; applying geocomputation to solve real-world problems; and modeling geographic phenomena.
[R Course] PDF Text Extraction
To automatically pull out tables and text from PDFs.
[R Course] R Basics
Learn about the basics in R.
[R Course] Text mining and Word Cloud Fundamentals in R
How to generate word clouds.
[R Course] Manipulating Tweets: Distribution Chart
When do people tweet about AI?
[R Course] How to: Code in Python on Nüance-R
Nüance-R allows you to work either in R or Python.
[R Course] How to: Connect RStudio to GitHub
Integrate GitHub into your daily work with R and R Markdown.
[R Course] How to: Create a Distill article
Learn the Distill Basics for scientific and technical writing, native to the web.
[R Course] How to: Create Diagrams
Easily create diagrams with R by using DiagrammeR.
[R Course] How to: Create Flexdashboards
Create easy interactive dashboards for R.
[R Course] How to: Install R and Rstudio on Local
A beginner guide to install R and Rstudio yourself.
[R Course] How to: Install R Packages
A Beginner's Guide
[R Course] How to: Interpret Common Errors in R
Interpretating common error messages.
[R Course] How to: Open and Plot Shapefiles in R
Shapefiles are a common way to store geospatial data. Learn how to read it with R and the rgdal package, and how to plot it in base R or with ggplot2.
[R Course] How to: Use Chunk Options in R Markdown
To customize the chunk output with chunk options.
[R Course] How to: Use ggplot2 builder
Familiarize yourself with the simple graphical user interface to only drag-and-drop to create graphs.
[R Course] How to: Use Rstudio Cloud
A Beginner's Guide
[R Course] How to: Use Zotero with RStudio
Make your reproducible research easier by learning to use Zotero with Nüance-R
[R Course] How to: Write a CV with R Markdown
The process of maintaining a CV can be tedious. With the vitae package, creating and maintaining a Résumé or CV will be simple.
[Video] Platform Economy
Thierry Warin, Professor of Data Science for International Business on Platform Economy
[Video] Powered and Data: Driven Platforms
Thierry Warin, Professor of Data Science for International Business on data and driven platforms
[Video] Collusion and Competition Policy
Thierry Warin, Professor of Data Science for International Business on Collusion and Competition Policy
[Video] A.I. and Ethics
Nathalie de Marcellis-Warin : Présidente et PDG chez CIRANO et Professeure à l'École Polytechnique de Montréal
[Video] A.I., Law and Ethics
Thierry Warin, Professor of Data Science for International Business on AI and Ethics
[Vidéo] Voix du monde
Entretien vidéo asynchrone avec Mr Lucian Cernat, économiste en chef, Commission Européenne.
