Python for Data Science

General information

  • Instructor: Dr. Fatma Ibrahim

  • the next Python course will take place online from 10.05.2021- 17.05.2021at 17:00 O'clock

  • The number of participants is limited to 12 participants

  • Please bring your laptop with you to the session.
  • course registration is through LSF of TU Dortmund (From 03.05.2021)
    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
  • Scipy

Requirements and prerequisites:

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

Statistics in Data Science using Python --------> NEW

  • the course will take place online from 25.05.2021-26.05.2021 at 17:00 O'clock

  • The number of participants is limited to 10 participants

  • course registration is through LSF of TU Dortmund(-> belegen)

Course content

  • Seaborn

  • Central Tendencies

  • Dispersion
  • Univariate Data (graphical and numerical interpretation)
  • Multivariate data

Requirements and prerequisites:

The basic of Python, Numpy , Pandas and Matplotlib

Machine learning with scikit-learn --------> NEW * the course will take place online from 01.09.2021-08.09.2021 at 17:00 O'clock

  • The number of participants is limited to 10 participants

  • course registration is through LSF of TU Dortmund(-> belegen)

Course content

  • Linear Regression
  • Polynomial Regression
  • Logistic Regression
  • Decision Trees
  • KNN
  • Random Forest
  • Support Vector Machine

Requirements and prerequisites:

The basic of Python, Numpy , Pandas , Matplotlib and Seaborn

Assignments and Tasks:

  • Assignments for Every Section
  • Projects

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