Courses in the PGE schedule.

Python Data Analysis (Écully)

By | 2017-09-04T11:50:16+00:00 September 4th, 2017|"Core" Course in Data Science, Computer Programming, courses, Écully (Lyon) Campus, Programme Grande École (PGE)|

This course follows required course MK34 (Python Bootcamp).  It introduces students to more advanced data analysis using the Python data analysis library Pandas, which is used by most data scientists.  Students will lean to load data from Excel, plain text files, and SQL databases and APIs.  The data analysis process covered includes cleaning, aggregating and [...]

Web Database Programming (Écully)

By | 2017-09-04T10:48:19+00:00 August 30th, 2017|"Core" Course in Data Science, Computer Programming, courses, Écully (Lyon) Campus, Programme Grande École (PGE)|

In a short but intense course, students will learn how to do a "full-stack" database application using Flask in Python, a database, and HTML/CSS and Javascript.  This is a good overview of modern web technologies and how they fit together.  Students are required to have taken MK34 (Python Bootcamp) and ideally Python Data Analysis [...]

Big Data in Practice (Écully)

By | 2017-09-04T10:49:48+00:00 August 30th, 2017|"Core" Course in Data Science, Computer Programming, courses, Écully (Lyon) Campus, Programme Grande École (PGE)|

In a short bootcamp format, this intensive course reviews machine learning and algorithm design, introduces scikit-learn Python application of these algorithms on real data problems, and then introduces big data processing using Hadoop and Spark.  This course moves quickly and is very technical. MK34 (Python Bootcamp) is required. Course code: MK344 INSTRUCTORS: Visiting experts. [...]

Big data for business (Écully)

By | 2017-09-13T19:58:04+00:00 August 30th, 2017|"Core" Course in Data Science, courses, Écully (Lyon) Campus, No Programming Required, Programme Grande École (PGE)|

The goal of this course is to provide you with a comprehension of topics in "data" which are relevant to a manager. Said differently, this course gives you the definitions of the technical concepts which are now at the center of the business world: APIs, data visualization, machine learning and AI, IoT, network analysis, [...]

Intelligence artificielle et humaine (Écully)

By | 2017-09-04T11:43:09+00:00 August 30th, 2017|courses, Écully (Lyon) Campus, No Programming Required, Non classé, Other Data Courses at EMLyon, Programme Grande École (PGE)|

A l’heure du numérique et des machines qui commencent à dépasser la mémoire et l’intelligence humaine, quelles sont les spécificités réflexives et facultés coginitives proprement humaines que le manageur pourrait développer ? En existe-t-il qui puissent surpasser l’intelligence combinatoire des machines ? L’objectivité et l’efficacité des machines laissent-elles une place et une chance à [...]

Machine Learning (Écully)

By | 2017-09-04T11:44:43+00:00 August 30th, 2017|"Core" Course in Data Science, Computer Programming, courses, Écully (Lyon) Campus, Programme Grande École (PGE)|

How can a computer beat chess players and go players? How can a bank refine its credit scores to impressive levels, with the same techniques used by the NHS to predict hospital occupancy rates, just like Criteo and Google can predict if you are likely to click on an ad? In the last decades, [...]

Data Science Business Projects (Écully)

By | 2017-09-04T11:45:41+00:00 August 30th, 2017|"Core" Course in Data Science, courses, Écully (Lyon) Campus, No Programming Required, Programme Grande École (PGE)|

Data science requires a unique mix of business, engineering, and technological expertise.  In this project-oriented class, you will work together with students from Centrale and Epitech Lyon.  You will join a team focused on a particular data product problem under the guidance of a faculty or business mentor. Teams will hand in a proposal pitch for a [...]

Text Mining for Business (Écully)

By | 2017-09-04T11:47:06+00:00 August 30th, 2017|"Core" Course in Data Science, Computer Programming, courses, Écully (Lyon) Campus, Programme Grande École (PGE)|

Text data is a problem for many companies, as it is unstructured and requires special tools and skills to analyse.  However, the most valuable customer feedback usually occurs in text form:  customer care comments, posts on social media, reviews.  Being able to categorize and gain insights into text data is an invaluable skill for [...]

Artificial Intelligence Apps for Business (Écully)

By | 2017-09-04T11:47:59+00:00 August 30th, 2017|"Core" Course in Data Science, courses, Écully (Lyon) Campus, No Programming Required, Programme Grande École (PGE)|

This course provides a detailed introduction to the data algorithm revolution occurring in cutting-edge businesses today. We start with an understanding of the value of "big data," introduce machine learning in general, and then cover artificial intelligence with a focus on neural net applications for image and text analysis.  We finally cover algorithmic bias [...]