ICT based STC on Data Analytics using Python (18-22 April 2022)

Schedule: Data Analytics using Python (18-22 April 2022) Oplan: ICT-06

DATE	10:00 A.M. to 11:30 P.M.	11:30 A.M. to 1:00 P.M.	3:00P.M. to 4:30 P.M.
18-04-2022	Essentials of Python and  Data Analytics Libraries	Anaconda Distribution, Jupyter setup and Python Programming for Data Analytics	Business Data Analytics
19-04-2022	Exploratory Data Analysis (EDA) and ETL Tools	Data Dimensionality Reduction Techniques (PCA, LDA, SVD)	Data Pre-processing Techniques
20-04-2022	Model based approach for forecasting time series data	Stacking and Ensemble Technique for Data Analysis	Data Visualization Techniques
21-04-2022	Image Data Analytics using OpenCV and Python	Image Data Analytics using OpenCV and Python	Video Data Analytics
22-04-2022	Advance Graphing Library for Statistical Charts	Parallel Processing and Data Scalability using Dask	Case Study Demonstration, Feedback and Online Quiz