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ICT based STC on AI/ML and Data Science for Industry 4.0 (21-25 August 2023)

Schedule for ICT based STC on ” AI/ML and Data Science for Industry 4.0” Oplan – ICT-56 (21-25 August 2023)
DATE10:00 A.M. to 11:30 A.M.11:30 A.M. to 1:00 P.M.
3:00P.M. to 4:30 P.M.
21-08-2023
Essentials of Python and Open Libraries for AI/ML and Data Science Anaconda Distribution, Jupyter Setup and Python Programming for AI/ML and Data Science
L U N C H
B R E A KEssentials of Statistics for AI/ML and Data Science 22-08-2023Exploratory Data Analysis (EDA) and Extract, Transform, and Load (ETL) Tools for AI/ML and Data Science Data Dimensionality Reduction Techniques (PCA,LDA ,SVD) Data Pre-Processing Techniques and Time Series Data Analysis 23-08-2023Supervised and Machine Learning Techniques for  AI/ML and Data Science Forecasting and ARIMA Model for Industry 4.0
Regression Analysis Techniques and Algorithms for AI/ML and Data Science- 24-08-2023Neural Network and Deep Learning Techniques for AI/ML and Data Science Neural Network and Deep Learning Techniques for AI/ML and Data Science Ensemble Techniques for AI/ML and Data Science
25-08-2023UnSupervised and Machine Learning Techniques for AI/ML and Data Science Graphing Library, Geographical plots, Venn Diagrams and NetworkX Diagrams, Statistical Charts and Data VisualizationCase Study, Feedback and Online Evaluation
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