Python for Data Science

General information

  • Instructor: Dr. Fatma Ibrahim

  • The course will take place on 04.05-08.05.2020(or maybe later)

  • The next course will take place on 28.09-02.10.2020
  • The number of participants is limited to 15 participants
  • Please bring your laptop with you to the session.
  • course registration is through LSF of TU Dortmund (From 01.03.2020)
    directly to the course in LSF (-> belegen)

Course content

Python Crash Course:

  • Object and Data Structure Basics
  • Python Statements
  • Python Functions

Python For Data Science:

  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Scipy
Statistics in Data Science using Python --------> NEW
  • Central Tendencies
  • Dispersion
  • Univariate Data (graphical and numerical interpretation)
  • Multivariate data
Machine learning with scikit-learn --------> NEW( start from 28.09.2020)

Assignments and Tasks:

  • Assignments for Every Section
  • Projects

Requirements and prerequisites:

No programming experience is required for the course but a basic understanding of any of the programming languages is a plus

Who this course for:

any student want to learn python programming any one who want to pursue a career in the field of Data Science