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

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  21-02-2022Introduction to R Programming and Features
  R and R Studio Installation
  R Programming Constructs, Operators, Loops, Functions
22-02-2022Data Structure and Data Type in R
 
  Data Plotting and Visualization Satellite Image analysis using R
23-02-2022Essential of Statistics for Machine Learning Ensemble Technique and Prediction Improvement   Clustering Algorithms and Implementation  
24-02-2022Regression and classification Algorithms and Implementation Advance Machine Learning Algorithms and  Time series Data Analysis
 
Covid Data Analysis using R
25-02-2022Probability Distribution Functions and Stochastic Random WalksProbability Distribution Functions and Stochastic Random WalksCase 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