Online Certification Courses (Computer Science)
Information for giving
Course Title: Adobe Photoshop
Duration (in Weeks): 8-10 weeks
Outline of the Course:
- Navigating to Photoshop
- Introduction to Photoshop Layers
- Organizing and Managing your files with Adobe Photoshop
- Making Selective Changes in Photoshop
- Painting and Retouching
- Color Correcting an Image
- Using Content – Aware Tools in Photoshop
- Animating GIF images for the Web
Course Title: Artificial Intelligence
Duration (in Weeks): 16-18 weeks
Outline of the Course:
- An Introduction to Artificial Intelligence.
- Artificial Intelligence Applications.
- Supervised and Unsupervised learning.
- Reinforcement Learning.
- Neural Networks and Deep Learning
- Natural Language Processing.
- Computer Vision Essentials.
- The Future of Artificial Intelligence.
Course Title: Big Data Analytics
Duration (in Weeks): 10-12 weeks
Outline of the Course:
- Overview of Big Data
- Technologies for Handling Big Data
- Understanding Hadoop Ecosystem
- Dig Deep to understand the fundamental of MapReduce and HBase
- Learn to Process Data using Map Reduce
- Exploring Hive
- Exploring Pig
- Exploring Oozie
- Learn NoSQL Data Management
- Databases and Data Warehouses
- Predictive Analytics
Course Title: Core Java
Duration (in Weeks): 8-10 weeks
Outline of the Course:
- Introduction to Java
- Introduction to OOPs with Java
- String Handling
- Exception Handling
- Nested Classes
- Multithreading
- Synchronization
- Input and Output
- Serialization
- Networking
- AWT & Swings Package
- Layout Manager
- Applets
- Reflection API
Course Title: Internet of Things (IoT)
Duration (in Weeks): 10-12 weeks
Outline of the Course:
- Introduction to IOT
- STM 32xx GPIO and Peripherals
- Overview of Embedded OS
- IOT Architecture
- Sensor and Actuators
- Connecting Sensors to the Cloud
- Protocols
- Programming for Embedded Systems
- Connectivity, Identification and Localization for IOT
- IOT Cloud Platform
- Case Study
Course Title: Machine Learning
Duration (in Weeks): 8-10 Weeks
Outline of the Course:
- Introduction of Python and its libraries
- Data frames with Pandas
- Working on Filtering and adding columns
- Sorting and Grouping the data
- Loops and functions
- Working on apply method
- Numpy and Data visualization
- Basics of Statistics
- Descriptive Statistics
- Measures of Central Tendency
- Measures of Dispersion
- Understanding Distributions & Histograms
- Box Plots
- Pair Plots
- Supervised and Unsupervised Learning Models
- Introduction to Reinforcement Learning
- Case Study
Course Title: PC Hardware & Networking
Duration (in Weeks): 8-10 Weeks
Outline of the Course:
- Introduction to PC Hardware
- Hardware Installation and Configuration
- PC debugging, troubleshooting & Maintenance
- Software Installation and Configuration
- Networking Basic and Configuration
Course Title: Python Programming
Duration (in Weeks): 10-12 weeks
Outline of the Course:
- Introduction to Python
- Installation and Setup
- Types, Expressions and Variables
- Flow Control in python
- Lists and Tuples
- Loops and functions
- Dictionaries and Sets
- Input and Output in Python
- Modules and Functions
- Object Oriented Programming
- Errors and Exceptions
Course Title: Introduction to Robotics
Duration (in Weeks): 10-12 weeks
Outline of the Course:
- Fundamentals of Robotics
- Components of a Robot
- Manipulators and End-of Tooling
- Robot Programming
- Robotic Applications
- Case Study
Course Title: Applications of Remote Sensing, GIS and Spatial Modeling in Land Resource Mapping and Management
Duration (in Weeks): 4 weeks
Outline of the Course:
- Role of Remote Sensing and GIS Technologies in Precision Agriculture
- Analysis and budgeting of land resources for crop production
- Comprehensive Decision Support System (DSS) and its application.
- Application of land resources inventorisation (LRI) for crop planning.
- Crop production modeling and forecasting
- Remote sensing and conservation agriculture
- Remote sensing – watershed planning and management
- Institutional support for crop planning with GIS
Course Title: Web Designing
Duration (in Weeks): 8-10 weeks
Outline of the Course:
- Introduction to Internet & Web
- HTML
- CSS
- JavaScript
- HTML5
- CSS3
- Project on Web Designing
- Built Portfolio using Google Sites
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