EPCET-East Point College of Engineering and Technology

DEPARTMENT OF COMPUTER SCIENCE ( INTERNET OF THINGS )

Course	Basics of Data Science	Associate Company	EPCET
Course Coordinator	Prof. Purushothaman M	Course Duration/Total Hours	25 Hrs
Course Objectives: Learn the fundamentals of data science. Empowering students with tools and techniques used in data science Demonstrate knowledge of statistical data analysis techniques utilized in business decision making.
Module-1	Python Basics Python Basic Data types Lists Slicing IF statements Loops Dictionaries Tuples Functions Array Selection by position & Labels		4+1 Hrs
Module-2	Python Packages Pandas Numpy Sci-kit Learn Mat-plot library		4+1 Hrs
Module-3	Importing Data Reading CSV files Saving Python data Loading Python data objects Writing data to CSV file		4+1 Hrs
Module-4	Manipulating Data Selecting rows/observations Rounding Number Selecting columns/fields Merging data Data aggregation Data munging techniques		4+1 Hrs
Module-5	Statistics Basics Central Tendency Probability Basics Standard Deviation Bias variance Tradeoff Distance metrics Outlier analysis Missing Value Treatment Correlation		4+1 Hrs
Course Outcome: Students will develop relevant programming abilities. Students will demonstrate proficiency with statistical analysis of data. Students will develop the ability to build and assess data-based models.

Course	Basics of 3D Modelling & 3D Printing	Associate Company	EPCET
Course Coordinator	Prof. Jay Prakash Malviya	Course Duration/Total Hours	20 Hrs
Course Objectives: Learn the fundamentals of 3D printing. Empowering students with tools and techniques used in 3D printing Demonstrate knowledge of 3D principles and printing techniques
Module-1	Introduction to 3D Printing Technology Working Principles Applications Limitations		4+1 Hrs
Module-2	3D Metals Principles Advantages & Disadvantages		4+1 Hrs
Module-3	3D Ceramics Printing Techniques Printing Principles		4+1 Hrs
Module-4	Blender Creator Blender & Blender Interface Principles of Modelling Create a simple 3D Model		4+1 Hrs
Course Outcome: Students will develop relevant 3D Modelling abilities. Students will demonstrate proficiency with 3D Modelling. Students will develop the ability to build and print 3D Models.