Introduction

Digitization of our daily activities has made data science an important multi-disciplinary field and game changer for knowledge extraction from big data in the 21st century. For any successful project or research, the ability of the managers or researchers to collect, visualize, analyze and interpret data cannot be over emphasized. The approach for research through data science helps to uncover new insights in research & broaden decision making process. This online workshop therefore aims to provide the following objectives:

Objectives

- Ability to analyze, visualize, and interpret their data using data mining tools such as Python Pandas, Matplotlib and Seaborn.

- Familiarization with Data science tools, and installation: Jupyter Notebook as an integrated development environment.

- Learning data wrangling & analysis with python pandas: hand-on skills training with practical examples and exercises.

- Hand-on skills training with Matplotlib and Seaborn for data visualization.

- Step by step teaching approach for beginners

Target groups

- Data analyst & Scientist, Engineers, Students, researchers, scientist, and graduates

Course Detail

1. Data collection and management

2. Understanding the need for data analysis

3. Familiarization with Jupyter Notebook – A tool for data analysis

4. Introduction to Pandas data structure

5. Pandas basic functionalities

6. Descriptive statistics with Pandas

7. Pandas Date Time operation

8. Pandas text operation

9. Pandas Functions

10. Working with missing data

11. Pandas iteration, indexing and sorting operation

12. Pandas selection and aggregation

13. Grouping, merging, concatenation and joining

14. Data visualization fundamentals with Matplotlib

15. Statistical chart with Matplotlib

16. Data visualization with Seaborn

Learning outcomes

- Participants will be able to use Python Pandas to explore data and conduct statistical analyses.

- Participants will learn to present their data attractively in such a manner to allow their audiences understand their research using Matplotlib and Seaborn.

- Ability to use of Jupyter Notebook.

About the Organizations

Life Learning Development LLD e.V. Duisburg in collaboration with Afridat Bonn Germany is offering this online workshop. LLD e.V. invests in people with the power of education which brings remarkable transformation that enable them serve as change-makers in creating a better society for all. Through their knowledge, skills, right tools, and abilities any society can attain its required advancement and sustainable development. Afridat UG Bonn is a data research and consulting company with practical skills of data analysis, science, and engineer as well as machine learning and deep learning.

About the trainer

Segun (Msc.) is an adept researcher in artificial intelligence, neural networks, and a data analyst and scientist. He is involved in many successful startups, fintech, and is the co-founder of Latcom Technologies and AFRIDAT UG Bonn. He is a former researcher and an alumnus of Department of Computer Science at Hochschule Bonn-Rhein-Sieg, Bonn.