Become a data analyst and launch your professional career
Apply data science from day one
With the Master in Business Analytics you will learn from data pre-processing, probability and statistics, Data Scrapping, to the main Machine Learning algorithms. You will use tools such as Tensorflow, Numpy, Prophet, Spark, Pandas, Keras ... to be able to work with datasets, as well as Business Intelligence tools such as Qlikview and Tableau.What you will learn in the master in business analyticsData Analytics FundamentalsIntroduction to data science. Presentation of the general frame of reference.Statistics for Data ScienceReview of the fundamentals of statistics necessary to master data science.Excel ++
Data Pre-processingHow to properly pre-process the data? Filter application, data anonymization, attribute selection, sampling and dimensionality reduction.Data storytelling
SQL DatabasesData sources / ETL
Batch processing architectures, streaming
Databases (structured and unstructured)
BI Tools: Qlikview, Tableau ...
Data Analytics with PythonPython as a framework for the data science specialist. Notebook development, use of pandas, numpy, matplotlib. Data processing from structured sources (CSV, REST, HSQL, Logs) and unstructured (Web, Spark, Cassandra).Introduction to Machine LearningIntroduction to classification and clustering problems. How to evaluate the results? How to build the datasets? Review of the main algorithms and their application.Data Strategy
Final ProjectThe theme may be proposed by the student or selected from a list provided by MIOTI.
That's what your future is calledThese are some of the most exciting career opportunities that will be available to you after this program.Data Analyst
Business ConsultantTestimonials"At MIOTI I have learned to use new programming languages and models to optimize data and be more efficient in my work."
Ariane Rouffiac (Information Technology PM at P&G)
Student of the Master Data Science & Big Data