Teaching

[Course] Landscape and Challenges of International Business

Courses
International

MBA HEC Montréal - INTE60006A.H2021

[Cours] Méthodes quantitatives

Courses

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

Courses
International

Polytechnique Montreal - IND8115

[Course] Quantitative Methods in International Business

Courses
Machine Learning
International

From statistics to machine learning use cases in international business

[Course] International Business Environment: An evidence-based approach

Courses
International

MBA HEC Montréal - INTE5000

[Course] Artificial Intelligence, Law and Ethics

Courses
Ethics

An online course bridging Artificial Intelligence, Industrial Organization with Competition Policy and Ethics.

[Course] Augmented Intelligence

Courses
Simulation

The Covid-19 case

[Course] Bootcamp 1: The fundamentals in R

Courses

Data types and structures in R, inputting & outputting data and manipulating data sets.

[Course] Industrial Analysis for International Business

Courses
International

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

API & Databases
R Courses

Access Bureau of Economic Analysis' statistics through the bea.R API.

[API] comtradr

API & Databases
R Courses

Access detailed global trade data through the Comtrad API.

[API] coronavirus

API & Databases
R Courses

Access a tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) epidemic through the coronavirus API.

[API] covid19Italy

API & Databases
R Courses

Access a tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) pandemic outbreak in Italy through the covid19Italy API.

[API] covid19us

API & Databases
R Courses

Access data on the COVID-19 in the United States through the covid19us API.

[API] EpiBibR

API & Databases
R Courses

Access bibliographic data on Covid-19 and other medical references through the EpiBibR API.

[API] eurostat

API & Databases
R Courses

Access statistics at European level through the Eurostat API.

[API] fredr

API & Databases
R Courses

Access 670,000 US and international time series through the fredR API.

[API] newsAPI

API & Databases
R Courses

Access to breaking news headlines and articles from over 30,000 news sources and blogs through the newsAPI API.

[API] OECD

API & Databases
R Courses

Access OECD countries and selected non-member economies data through the OECD API.

[API] Quandl

API & Databases
R Courses

Access financial and economic data through the Quandl API.

[API] quantmod

API & Databases
R Courses

Access financial data through the quantmod API.

[API] rnassqs

API & Databases
R Courses

Access USDA agricultural data through the rnassqs API.

[API] shapeR

API & Databases
R Courses

Access shapefiles for all countries and their sub-divisions through the shapeR API.

[API] spiR

API & Databases
R Courses

Access open data on the Social Progress Index and more through the spiR API.

[API] statcanR

API & Databases
R Courses

Access Canada's economy, society and environment data through the statcanR API.

[API] WDI

API & Databases
R Courses

Access global development data through the WDI API.

[API] bea.R: Application

API & Databases
R Courses

An API for the Bureau of Economic Analysis (BEA).

[API] comtradR: Application

API & Databases
R Courses

An API for detailed global trade data.

[API] fredr: Application

API & Databases
R Courses

An API by the Federal Reserve Bank of St. Louis.

[API] OECD: Application

API & Databases
R Courses

A knowledge hub for data and analysis

[API] Quandl: Application

API & Databases
R Courses

Extract value from the world's data

[API] Quantmod: Application

API & Databases
R Courses

Quantitative Financial Modelling & Trading Framework for R

[API] spiR: Application

API & Databases
R Courses

Learn how to retrieve data from spiR and produce a visual.

[API] statcanR: Application

API & Databases
R Courses

Learn how to retrieve data from statcanR and produce a visual.

[API] WDI: Application

API & Databases
R Courses

A collection of development indicators

[R course] bibliometrix: An R-Tool for Bibliometric Analysis

R Courses
NLP

To customize the chunk output with chunk options.

[R Course] Clustering with R

R Courses
Machine Learning

A Beginner's Guide

[R Course] Collecting Twitter Data

R Courses

Method for retrieving tweets using the rtweet package.

[R Course] Structural Topic Model: stm R package

R Courses
NLP

Flexibly estimate a topic model that includes document-level metadata.

[R Course] Dash & Plotly in R

R Courses
Data Visualization

Create dashboards using dashR & plotly.

[R Course] Text Mining with R: The case of Tweets

R Courses
NLP

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

R Courses

Import data from different files type: CSV, Gsheet and Excel.

[R Course] Data Visualization with R

R Courses
Data Visualization

Learn how to use the ggplot2 package to create visuals in R.

[R Course] Data Visualisation with R: Advanced Static Maps

R Courses
Data Visualization

Learn how to use a shapefile to create a static map with ggplot2.

[R Course] Data Visualization with R: Colored Map Levels

Data Visualization
R Courses

A map with colored levels of granularity made using the raster and ggplot2 packages.

[R Course] Data Visualization with R: Custom Colors Maps

Data Visualization
R Courses

A custom map made with custom colors using ggplot2.

[R Course] Data Visualization with R: Interactive Maps

R Courses
Data Visualization

Learn to use the Leaflet R package that makes easy to integrate and control interactive maps.

[R Course] Data Visualization with R: Line Charts

Data Visualization
R Courses

Line charts made with ggplot2.

[R Course] Data Visualization with R: Maps

R Courses
Data Visualization

Let's concentrate on using ggplot2 data for maps and creating maps.

[R Course] Data Visualization with R: Map Levels

Data Visualization
R Courses

A map with levels of granularity made using the raster package.

[R Course] Data Visualisation with R: Options

R Courses
Data Visualization

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

R Courses
Data Visualization

A comprehensive collection of color palettes in R.

[R Course] Data Wrangling with R

R Courses
Data Wrangling

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

R Courses
Data Wrangling

Using the tidyr package to do some data wrangling.

[R Course] Data Wrangling with R: Reshaping and Subsetting

R Courses
Data Wrangling

Learn how to reshape and subset your data.

[R Course] Data Wrangling with R: Combining Tables

R Courses
Data Wrangling

Use different techniques of combining tables such as mutating join, filtering join and biding.

[R Course] Data Wrangling with R: Computing Summary Statistics

R Courses
Data Wrangling

Splits the data into subsets, computes summary statistics for each, and returns the result in a convenient form.

[R Course] Flexdashboards with R Markdown

R Courses
Data Visualization

Create an R Markdown document with the flexdashboard output format.

[R Course] Loops and Statements with R

R Courses

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

R Courses
Data Visualization

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

R Courses

To automatically pull out tables and text from PDFs.

[R Course] R Basics

R Courses

Learn about the basics in R.

[R Course] Text mining and Word Cloud Fundamentals in R

R Courses
NLP

How to generate word clouds.

[R Course] Manipulating Tweets: Distribution Chart

R Courses
NLP

When do people tweet about AI?

[R Course] How to: Code in Python on Nüance-R

R Courses

Nüance-R allows you to work either in R or Python.

[R Course] How to: Connect Nüance-R to GitHub

R Courses

Integrate GitHub into your daily work with R and R Markdown.

[R Course] How to: Create a Distill article

R Courses

Learn the Distill Basics for scientific and technical writing, native to the web.

[R Course] How to: Create Diagrams

R Courses
Data Visualization

Easily create diagrams with R by using DiagrammeR.

[R Course] How to: Create Flexdashboards

R Courses
Data Visualization

Create easy interactive dashboards for R.

[R Course] How to: Install R and Rstudio on Local

R Courses

A beginner guide to install R and Rstudio yourself.

[R Course] How to: Install R Packages

R Courses

A Beginner's Guide

[R Course] How to: Interpret Common Errors in R

R Courses

Interpretating common error messages.

[R Course] How to: Open and Plot Shapefiles in R

R Courses

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

R Courses

To customize the chunk output with chunk options.

[R Course] How to: Use ggplot2 builder

R Courses

Familiarize yourself with the simple graphical user interface to only drag-and-drop to create graphs.

[R Course] How to: Use Zotero with RStudio

R Courses

Make your reproducible research easier by learning to use Zotero with Nüance-R

[R Course] How to: Write a CV with R Markdown

R Courses

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

Videos

Thierry Warin, Professor of Data Science for International Business on Platform Economy

[Video] Powered and Data: Driven Platforms

Videos

Thierry Warin, Professor of Data Science for International Business on data and driven platforms

[Video] Collusion and Competition Policy

Videos
Ethics

Thierry Warin, Professor of Data Science for International Business on Collusion and Competition Policy

[Video] A.I. and Ethics

Videos
Ethics

Nathalie de Marcellis-Warin : Présidente et PDG chez CIRANO et Professeure à l'École Polytechnique de Montréal

[Video] A.I., Law and Ethics

Videos
Ethics

Thierry Warin, Professor of Data Science for International Business on AI and Ethics

[Vidéo] Voix du monde

Videos

Entretien vidéo asynchrone avec Mr Lucian Cernat, économiste en chef, Commission Européenne.

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Teaching