Software - Courses

Python Programming

Introduction

Functions

File Handling

Classes and Objects

Python and Database

Sockets Programming

Graphical User Interface

Web Interaction

Machine Learning and Data Analytics using Python/R Programming

Introduction

Statistical Learning

Linear Regression

Resampling Methods

Linear Model Selection and Regularization

Moving Beyond Linearity

Tree Based Methods

Support vector Machines

Unsupervised Learning

Big Data and Hadoop

Linux

Basic Linux
- Introduction : Other OS & Linux OS
- Basic Linux
  - Commands
  - Managing Disk files and directories (folders)
  - Managing documents – inputs and outputs
- Text Editors - vim
- Shell Programming – scripting in linux
- Labs, Exercises

Advanced Linux
- Advanced commands
- Functions
- Sed
- awk
- Make, Makefile
- Signal traps
- Configurations management systems
- Labs, Exercises, Exam

Perl

Basic Perl
- Introduction
- Data Types
- Control Statements
- Data Structures
  - Lists, Arrays, Hashes
- Writing PERL scripts
  - Functions / Subroutines
  - Standard Input / Output (I/O)
  - Files & Directories
  - Regular Expressions
  - Packages
  - Data References
  - Object Oriented Programming Concepts
- Cheat Sheet
- Labs, Exercises

Advanced Perl
- Advanced Data Structures
- Process Management
- Errors & Exceptions (interrupts) handling
- Sockets (IPC)
- External Interface Examples
  - CGI Interface
  - Net (HTML) Interface
  - Database (MySQL) Interface
  - C Interface
- Labs, Exercises, Exam, Project

C, Data Structures, Algorithms

Introduction to C language
Basic Building Blocks of C
Control Flow
Conditions –
- if, if – else, nested if
- switch-case-break
- loops – for, while, do – while
- break, continue
- labels and goto statement
Modular Programming
Advanced Modular Programming
Input / Output
Advanced Data Types
- Pointers & Arrays
- Strings & Enumerations
- Structures & Unions
- User defined data types – typedef
Data Structures Creation
- arrays
- linked lists
- stacks
- queues & priority queues
- hash tables

Java

Core/Basic Java
- OOPS
- Declaration And Access Control
- Operators and Expressions
- Flow Control Structures
- Classes, Inner Classes, Objects
- Constructors, Methods
- Packages/Interfaces
- Overloading/Overriding
- Exception Handling, Assertion
- Java.lang (Strings, Math classes and wrappers)
- I/O
- Threading Techniques & Concurrency
- Generics & Collections
- JDBC (Connections, Statements and ResultSet)
- Coding Standards and guidelines
- Assignment: A Core Java Desktop Application

Advanced Java
- Basic Java referesher
- Java Networks & Http processing
- Servlet & JSP
- UI Concepts: XML/HTML/CSS/JS/Regular Expression
- Design Patterns
- Server (Apache/jBoss)
- Framework: Struts 2.0
- Frmaework: Hibernate3.0
- jUnit
- Memory Management/ Performance Optimization
- Web Services
- Overview (Hadoop, No SQL, Source Control, Continuous Integration-Jenkins)
- Assigment: Web Application (Distributed, Data Centric, Web Services)

.NET

Basic .NET
- Introduction to CLR
- .NET framework
- C# Basics: Data Type/Variables
- Control Statements
- Array & Strings
- Events & Delegates
- Classes/Object/Struct
- Exception Handling
- I/O Operations
- Generics & Collections
- ADO.NET/Datasets/Commands
- Assignment: A WinForm Application
- Multithreading Concepts
- Reflection/Assemblies
- Assignment

Advanced .NET
- Basic C# Referesher
- ASP.Net
- AJAX & Jquery
- UI Concepts: XML/HTML/CSS/JS/Regular Expression
- Design Patterns
- Linq
- Basics of MVC 2/3
- Entity Framework
- Nunit
- Serialization
- Web Services/WCF
- Assigment: Web Application (Distributed, Data Centric, Web Services/WCF)
- Assignment

PHP/MySQL

Basic + Advanced
- Database Applications and the Web
- The PHP Scripting Language
- Arrays, Strings, and Advanced Data Manipulation
- Logical Operators
- HTML Forms
- Functions, Scope and Passing by Reference
- Introduction to Object-Oriented Programming
- SQL and MySQL
- MySQL Naming Rules and Data Types
- Querying and Writing Web Databases
- Validation with PHP and JavaScript
- Sessions and Cookies
- Authentication and Security
- Reporting
- Error Handling, Debugging, and Deployment
- File Handling and Date Functions
- Advanced Features of Object-Oriented Programming
- Advanced SQL
- Case Study Online Store: Creating, Shopping, Ordering and Shipping, Searching and Authentication, Customer Management

Mobile Technologies (Android/iOS)

Android: Basic + Advanced
- Introduction to Mobility World
  - Why mobile apps and trends
  - Mobile OS details
  - Different Platforms: Android, iPhone, Windows Mobile and BlackBerry
  - Mobile App Client Architecture
- Introduction to Android and Java
  - Android installation
  - Creating a simple program on Android
  - Running the program on emulator
  - Introduction to Java: Data types, Loops, conditional statements and operator, Running a simple Java program
- Android architecture and OOPS
  - Building blocks of Android
  - Java classes and objects
  - Java class methods and instances
  - Java abstract classes
  - Inheritance and Polymorphism in Java
  - Interfaces in Java
- Android Development and Programming
  - Intent and activities
  - Layouts in Android
  - Widgets and containers
  - Selection widgets
  - Menus and messages
  - Threads and synchronization
  - Browsers
  - Events Lifecycle
  - Working with resources, files and I/O's
  - Managing local databases
  - Accessing internet and web services
  - Communication through internet HTTP, JavaMail
  - Location sensing
  - Services and permissions
  - Invoking a service
  - Playing with media (audio, video) and images
  - Content provider
  - Accessing SD cards
  - Debugging Android code
- Android testing on mobile
  - Mobile testing introduction
  - Input validation
  - Data storage
  - Communication
  - Command injection
  - Permissions and authentication
  - Multi threaded applications
  - Information handling and disclosure
  - Labs

Cloud Computing

Basic + Advanced
- Introduction to Cloud Computing
  - Define cloud computing
  - Components of a computing cloud
  - Differentiating types of clouds: public, private and hybrid
  - Delivering services from cloud and services type categories
  - Overview of the players in cloud computing: Amazon, Google, Microsoft and others
  - Cloud Adoption
  - Key Drivers: Provisioning/Tapping/Costing of computing resources
  - Barriers: Handling Sensitive Data/Security/Governance
  - Aspects of cloud security using CloudSim
  - DES Algorithm
  - Public-Private key cryptography
  - Amazon web services Rackspace, GoGrid
  - Eucalyptus, Cloud Stack, Open Stack, Open Nebula
  - Defining virtual machines (servers and workstations)
- Software as a services through cloud (SaaS)
  - Streamlining administration with centralized installation
  - Optimizing cost and performance with scale on demand
  - Comparing service scenarios
  - Improving collaboration with business productivity tools
  - Simplifying business process creation by integrating existing components
  - Inspecting SaaS technologies
  - Deploying Web applications
  - Implementing web services: SOAP and RESET
  - Choosing a development platform
  - Describing Gmail, Webex and Amazon EC2 etc
- Platform as a service through cloud (PaaS)
  - Specifying the components of PaaS
  - Analyzing vendor PaaS provisions
  - Selecting an appropriate implementation
  - Building services with solution stacks
  - Evaluating the architecture of vendor-specific platforms
  - Managing Cloud Storage
  - Deploying relational databases in the cloud
  - Employing support services
  - Monitoring cloud-based services
  - Hypervisors (Virtualization)-VMware /XEN/KVM
  - Live implantation with Appfog, Windows Azure and Google App Engine
- Infrastructure as a service through cloud (IaaS)
  - a. Enabling technologies
  - b. Provisioning servers on demand
  - c. Achieving transparency with platform virtualization
  - d. Handling dynamic, Elastic IP and static IP addresses
  - e. Accessing IaaS
  - f. Tools and support for management and monitoring
  - g. Accessing Amazon AWS management console
  - h. Recognize AWS Global Infrastructure
  - i. Security Majors

Software Testing - Automation

Testing Fundamental
Testing Life Cycle
Test Management
Testing Tools
Test Automation Introduction
Test Automation Life Cycle
Introduction to Automation Frameworks
Introduction to Selenium and Usage of Selenium IDE & RC
Selenium Web Driver
Selenium Web Driver part 2 (Object Locators & Sikuli)
Selenium advanced
White box introduction and scope
Unit Testing
Code Coverage, Static Analysis and Test Execution
Assignment

Software - Courses

Python Programming

Machine Learning and Data Analytics using Python/R Programming

Linux

Perl

C, Data Structures, Algorithms

Java

.NET

PHP/MySQL

Mobile Technologies (Android/iOS)

Cloud Computing

Software Testing - Automation

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