The Department of Information Technology organized a five day Hands-On workshop for II Year students on “Data Analytics” from 6th -10th November 2023 at IT Lab, Sesha Sai Block, ACE Engineering College, Hyderabad. A total of 72 students attended the workshop. In this workshop, students were trained on Data Preprocessing techniques i.e on Data Collection, Data Visualization, Data Cleaning, and Data Transformation. Students implemented Data Preprocessing techniques using Pandas library of python programming language.
After the completion of the workshop the students will be able to:
- Understand and make use of data structures like Series, DataFrame.
- Collect the data from web pages and select and filter the data based on the problem statement
- Understand the need of visualization and visualize the data using various plotting techniques.
- Understand the need of data cleaning and apply data cleaning techniques for a dataset based on the problem statement.
- Understand the need of data transformation and apply data transformation techniques for a dataset based on the problem statement.
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