Business Intelligence (3) Discovering knowledge using python

Applying important data analysis methods on repeated issues to unlock value of data within different business sectors.

The course focus on applying statistical method on data using python in order to solve regular business problem in different areas such as Marketing, finance and production.

What you’ll learn

  • Applying statistical methods on data by using python to solve important business problem..
  • Apply business statistics basic methods..
  • Solve linear problems in production management..
  • Fetch, transform, analyze and visualize stock prices of a particular company from stock market data source directly..
  • Predict expected amount of particular account by analyzing previous balance sheets..
  • Determine whether a relationship between tow accounts within historical balance sheets exists..
  • Analyse customers based on predefined constraints and extract sets of their characteristics..
  • Convert currencies based on European Central Bank latest prices..
  • Create dynamic reports reading data from external sources instantly..
  • Fetch, extract, transform and visualize historical population of a country against another..

Course Content

  • Finance and Accounting –> 3 lectures • 45min.
  • Open banking –> 3 lectures • 11min.
  • Financial markets –> 2 lectures • 19min.
  • Decision support –> 2 lectures • 33min.
  • Marketing –> 2 lectures • 45min.
  • Production Management –> 2 lectures • 46min.

Business Intelligence (3) Discovering knowledge using python

Requirements

  • Business Intelligence (1) Python and programming essentials.
  • Business Intelligence (2) BI Development using python.
  • Business background.
  • English B1.
  • Basic mathematics.

The course focus on applying statistical method on data using python in order to solve regular business problem in different areas such as Marketing, finance and production.

Each lecture in the course is a solution for particular business case containing three major skills to learn:

(1) Business:  case or common problem

(2) Statistics: topic in statistics or math relevant to the business case.

(3) Technology: use of python language to apply statistical or mathematical method in order to provide solution for the business case

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