STC on Machine Learning using R

Oplan :ICT-CSE-28 ( 21-25 Feb 2022)

Contents

• Introduction to Open Source Technology
• Introduction to R Programming and Features
• R Programming Constructs, Operators, Loops, Functions
• Data Structure and Data Type in R
• Data Plotting and Visualization
• Satellite Image analysis using R
• Essential of Statistics for Machine Learning
• Ensemble Technique and Prediction Improvement
• Clustering Algorithms and Implementation
• Regression and classification Algorithms and Implementation
• Advance Machine Learning Algorithms and Time series Data Analysis
• Covid Data Analysis using R
• Probability Distribution Functions and Stochastic Random Walks.
• Case Study using R

Schedule

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.
21-02-2022	Introduction to R Programming and Features	R and R Studio Installation	R Programming Constructs, Operators, Loops, Functions
22-02-2022	Data Structure and Data Type in R	Data Plotting and Visualization	Satellite Image analysis using R
23-02-2022	Essential of Statistics for Machine Learning	Ensemble Technique and Prediction Improvement	Clustering Algorithms and Implementation
24-02-2022	Regression and classification Algorithms and Implementation	Advance Machine Learning Algorithms and  Time series Data Analysis	Covid Data Analysis using R
25-02-2022	Probability Distribution Functions and Stochastic Random Walks	Probability Distribution Functions and Stochastic Random Walks	Case Study using R, Feedback and Online Quiz

STC on Open Source Technology

Oplan: ICT-CSE-25 (24-28 Jan 2022)

Contents

Introduction to Open Source Technology
Free Resources and Software for Engineering Applications
Open Source Software for Research
Essentials of Python Programming for Open Source
Open Source Machine Learning Libraries and Applications
Open source Plagiarism and Reference Management Software
Open Source Deep Learning Libraries and Applications
Technical Writing and presentation using Open Source Tools (Beamer)
Open Source Tools for Networking
Open Source NoSQL Databases
Open Source Libraries for AI and Data Science
Open Source Case Study

Schedule

Open Source Technologies

 

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.
24-01-2022	Introduction to Open Source Technology	Free Resources and Software for Engineering Applications	Open Source Software for Research
25-01-2022	Essentials of Python Programming for Open Source	Open Source Machine Learning Libraries and Applications	Open source Plagiarism and Reference Management Software
27-01-2022	Open Source Deep Learning Libraries and Applications	Technical Writing and presentation using Open Source Tools (Beamer)	Open Source Tools for Networking
28-01-2022	Open Source NoSQL Databases	Open Source Libraries for AI and Data Science	Open Source Case Study, Feedback and Online Quiz

STC on Computer Network and Hardware Maintenance

 

Computer Network and Hardware Maintenance

                  Oplan :   ICT-CSE-22    (17-21 Jan 2022)

Contents

Recent Trends in Computer System Configurations
Virtualization Technology
Installation of Virtualization Technology
Simulation Platforms for Network Simulations
Hard Disk Partitioning, MBR and Operating System Installation
Network Cabling and Addressing
Computer Internals, SMPS and Printer Troubleshooting
IOT Hardware and Latest Trends
Security issues and Troubleshooting in Computer Networks
Skill-based Computer Networking and Commands
Wireless Network Configuration and Troubleshooting
Case Study

Schedule

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.
17-01-2022	Recent Trends in Computer System Configurations	Virtualization Technology	Installation  of  Virtualization Technology
18-01-2022	Simulation Platforms for Network Simulations	Hard Disk Partitioning, MBR and Operating System Installation	Network Cabling and Addressing
19-01-2022	Computer Internals, SMPS and Printer Troubleshooting	Computer Internals, SMPS and Printer Troubleshooting	Advance Computer Faults and Troubleshooting
20-01-2022	Wireless Network Configuration and Troubleshooting	Security issues and Troubleshooting in Computer Networks	Skill-based Computer Networking and Commands
21-01-2022	IOT Hardware and Latest Trends	Research Information Management network: an Overview of a web-based platform for Panjab University, Chandigarh	Case Study, Feedback and Online Quiz