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Course Catalog > On Demand Online Learning > Data Literacy and Management

Data Science for Business Innovation   

ABOUT THIS COURSE

The Data Science for Business Innovation nano-course is a compendium of the must-have expertise in data science for executives and middle-management to foster data-driven innovation. The course explains what Data Science is and why it is so hyped.

You will learn:
* the value that Data Science can create
* the main classes of problems that Data Science can solve
* the difference is between descriptive, predictive, and prescriptive analytics
* the roles of machine learning and artificial intelligence.

From a more technical perspective, the course covers supervised, unsupervised and semi-supervised methods, and explains what can be obtained with classification, clustering, and regression techniques. It discusses the role of NoSQL data models and technologies, and the role and impact of scalable cloud-based computation platforms. All topics are covered with example-based lectures, discussing use cases, success stories, and realistic examples.

Following this nano-course, if you wish to further deepen your data science knowledge, you can attend the Data Science for Business Innovation live course https://professionalschool.eitdigital.eu/data-science-for-business-innovation

Difficulty Level: BEGINNER

Estimated Learning Time:  7 hours

SKILLS YOU WILL GAIN:

Probability & Statistics

Data Management

General Statistics

Machine Learning

Theoretical Computer Science

Data Analysis

Regression

Algorithms

Applied Machine Learning

Bayesian Statistics

Big Data

Computer Programming

Data Structures

Decision Making

Entrepreneurship

Machine Learning Algorithms

Leadership and Management

INSTRUCTORS

Course Instructor PhotoMarco Brambilla
Professor
Politecnico di Milano

Course Instructor PhotoEmanuele Della Valle
Associate Professor
Politecnico di Milano

 
  • Data Science for Business Innovation
  • Fee: $59.00