Masters in Java Full-Stack Development with DSA + AI Training

Introduction

• Software architecture and its flow to design a layout
• Technologies needed For Full Stack
• Current market requirements on UI/UX
• Difference between UI/UX design
• UI/UX Developer roles and Responsibilities
• Figma design and prototypes

HTML5

• Basics
  • HTML5 & difference between previous versions
  • Structure of HTML Page & DOM
  • Tags, Attributes, HTML Elements, Style attribute
  • Heading tags (H1?H6), Tags, Paragraph tag
  • Typography, Inserting images & formats, Margin, Padding, Borders
  • Hyperlinks, buttons, Colors
  • Create layout using div and section tags
  • Difference between Inline and block-level elements
  • Table, Lists, Forms & Controls, Inserting Maps
• HTML5
  • Header, Footer
  • iFrames, Audio, Video tags

CSS 3

• Introduction
  • CSS3 and difference with previous versions
  • CSS Types, Syntex, Property Values
  • Selectors, Box Model, DOM
  • Background, Display, Position, height & width and other properties
• More Properties
  • CSS Overflow, blur, opacity
  • CSS Float and Clear
  • Pseudo Class and Element
  • Animations with keyframes
  • box shadow
  • Transform, translate, transition Property
  • Flexbox property in depth and web fonts
  • Web page layout and Media Queries

JavaScript

• Introduction, History and Syntax
• How to use JS in different ways
• Popup Boxes, alerts, prompt, confirm
• Variable type
• Data Types
• Operators
• Conditional Statements & Loops
• Functions
• Arrays & Strings
• Events
• Object and its property
• This keyword
• RegExp
• ErrorHandling & async-await conepts

Bootstrap 5

• Introduction
• Bootstrap5 and comparison with previous versions
• How to download or start with CDN
• Grid System and Flex Concept in bootstrap 5
• Typography, Colors, Buttons
• Images, tables, Alerts, Badges, spinner
• Cards, Pagination, list groups
• Dropdown and collapse concept
• Responsive Forms (Contact Form)
• Navbar and footer
• Carousel and Modal
• Tooltip, popover and Toast
• Scroll spy and offcanvas
• Utilities

jQuery

• Introduction and uses
• Selectors and Events in jQuery
• jQuery Effects
  • Hide/Show, Fade, Slide, Animate, stop(), call back
• jQuery HTML
  • get, set, add/remove, CSS classes, css()
• jQuery Traversing
  • Finding elements using jQuery techniques & Filtering elements
• jQuery AJAX
  • Advantages with Ajax and its limitations
  • Samples working with Ajax
  • Different data formats used in Ajax (string, xml, Json, etc)
  • XML and JSON difference

Concept of Modern JavaScript (ES6)

• Introduction to ECMAScript 2015
• Modern Java Script and React js
• Var, Let and Const in JavaScript
• Template literals (Template strings) in ES6
• New Strings Methods in ES6
• Array Destructuring & Object Destructuring in ES6
• Fat Arrow Function
• Default & REST Parameters in ES6
• Spread Operator in ES6
• New Array Methods in JavaScript
• New Numbers & Global Methods
• OOPS (Classes, Object & Inheritance) in ES6
• Async Await in JavaScript
• Error Handling in JavaScript
• Fetch API in Promises in JavaScript

React Modules

• Introduction, prerequisites and uses
• Package Manager (yarn, npm, pnpm, bun with vite)
• Environment Setup, download and install with VS Code
• Basic Syntex and Folder Structure
• JSX and Java script Expression in JSX
• React Components (Functional Components)
• Render Multiple Elements (React fragment)
• Module import and Export
• Inserting images in react
• CSS styling in React
• JS Map Method & key concept in react
• Conditional rendering in react
• Arrays in React
• Props Concepts in react
• Event Propagation in react
• Bootstrap in React
• Hooks Concept
• State Management (useState)
• useEffect
• useContext
• useCallback
• useParam
• useNevigate
• useRef
• useReducer
• Router and create a navbar in react
• Use Bootstrap5 in React
• Fetch API Data in React
• Axios With Get & Post
• Form in React with Login Form Submition
• Component Lifecycle
• Mounting and Unmouting in react
• Animations in React

Arrays

• Traversal, insertion, deletion
• Searching & sorting (binary search, merge sort, quick sort)
• Two-pointer technique
• Sliding window

Strings

• String manipulation (palindrome, anagram, substring)
• Pattern matching
• StringBuilder vs StringBuffer
• Regex basics

Linked Lists

• Singly & doubly linked list
• Reversal, cycle detection (Floyd's algorithm)
• Merge two sorted lists

Stacks & Queues

• Stack using array/linked list
• Infix, postfix, prefix expressions
• Queue, Circular Queue, Priority Queue
• Deque

Recursion

• Basic recursion patterns
• Backtracking

Hashing

• HashMap, HashSet
• Frequency count, duplicates

Trees

• Binary Tree, Binary Search Tree (BST)
• Traversals (in-order, pre-order, post-order)

Introduction:

• Java History and Versions
• Differences between java and others
• Java Features
• Java Naming Conventions

Java Architecture

• Introduction to Java architecture: JDK, JRE, and JVM.
• Java Installation and setup with VS code
• Text-Editors
• Run and Compile a Java Files
• Explain the Java file Structure

Language Fundamentals

• Operators
• Identifiers
• Literals
• Data Types and Type casting
• Java Statements
• Arrays
• Variable and Identifiers
• Data Types and Type casting
• Tokens and Literals in Java
• Operators
• Arrays and Strings in Java
• User input with Scanner Class
• Control Flow Statement in java
  • Decision Making Statements :- If-else and switch statement
  • Loop Statement :- While, do-while, for and for-each loops

Methods in Java

• Create and Call Methods
• Parameters and Arguments
• Recursion in Methods
• Method Overloading & Scopes

OOPS

• Introduction
• Class and Objects
• Attributes and Methods with example
• Constructors and it?s parameters
• Modifiers
  • Access
  • Non-Access
• Encapsulations
• Inheritance concept
• Overloading Vs Overriding
• Polymorphism in Java
• Static, This and final Keyword in java
• Abstract class and method in java
• Interfaces in java
• Enums in Java
• Types of classes
  • Nested classes
  • Member inner Class
  • Anonymous Inner class
  • Local Inner class
  • Static nested class
• Exceptional handling in Java
• Regular expression (RegEx) in Java
• I/O Streams in Java
• Generics in java

Packages:

• What is a package
• Types of packages
  • Predefined packages
  • User defined packages

Reflection API:

• Class
• Field
• Method
• Constructor

Garbage Collection:

• Introduction
• Approaches to make an object for GC
• Methods for requesting JVM to run GC
• Finalization

Collection Framework

• Collection Architecure
• List and its implementations
  • Array List
  • LinkedList
  • List Sorting
• Hash Set
• Hash Map
• Queue and its implementations
  • Priority Queue
  • De-queue
  • Priority Blocking Queue
  • Linked Blocking Queue
• Iterators
  • Iterator
  • List Iterator
• Collectors

Java 8 features

• Lambda Expressions
  • Functional Interfaces
• Stream APIs
• Date and Time APIs
• Java 8 features into collection framework
• MultiThreading
  • Concept of thread
  • Race condition
  • Thread Pooling

JSP and Servlet

• Introduction to Web Development
  • Overview of Web Technologies
  • Difference between Java Servlets and CGI
  • Introduction to Java EE
  • Understanding Web Servers and Application Servers
  • Setting Up the Development Environment (Eclipse/VS Code with plugins)
• Three layer architecture
  • View layer
  • Service layer
  • DAO layer
• Servlet Basics
  • Introduction to Servlets
  • Servlet Lifecycle (init, service, destroy)
  • Writing Your First Servlet
  • Deployment Descriptor (web.xml)
  • Servlet Mapping and URL Patterns
  • Handling GET and POST Requests
  • ServletConfig and ServletContext
• Advanced Servlet Concepts
  • Request Dispatching (forward and include)
  • Session Management (Cookies, HttpSession, URL Rewriting)
  • Servlet Filters
  • Error Handling in Servlets
• Introduction to JSP
  • Understanding JSP and its Advantages
  • JSP vs. Servlets
  • JSP Lifecycle
  • Writing Your First JSP Page
  • Scripting Elements
  • JSP Directives & Actions
  • JSP Implicit Objects (request, response, session, config)
• Advanced JSP Concepts
  • JSP Actions and Custom Tags
  • Error Handling in JSP
• Integrating JSP and Servlets
  • Passing Data between Servlets and JSP
  • Using JSP as a View Layer
  • Application Design with JSP and Servlets

JDBC

• Introduction to JDBC
  • Overview of JDBC: What is JDBC, Importance of JDBC in Java applications, JDBC Architecture and API components
  • Setting Up the Environment: (Installing and setting up JDK, Configuring a database (e.g. MySQL)
• JDBC Basics
  • Understanding JDBC Drivers
  • Connecting to a Database: (JDBC URL, Username, and Password)
  • Establishing a connection using DriverManager, Handling SQLException and understanding error codes)
• Advanced JDBC Concepts
  • Prepared Statement in JDBC
  • Batch Processing: (Introduction to batch processing, Adding multiple queries to a batch)
  • ResultSets in JDBC
• Transaction Management
  • Introduction to Transactions
  • Managing Transactions in JDBC
• Connection Pooling
  • Introduction to Connection Pooling:
  • Implementing Connection Pooling
• Error Handling in JDBC
  • Error Handling in JDBC
• Security in JDBC Applications
  • Preventing SQL Injection
• Deployment of JDBC
  • Packaging and Deploying JDBC Applications
  • Maintaining and Scaling JDBC Applications

Hibernate Framework

• Introduction to Hibernate
  • What is Hibernate (Overview of Object-Relational Mapping (ORM)
  • Setting Up Hibernate
• Basic Hibernate Concepts
  • Hibernate Configuration (Understanding hibernate.cfg.xml., Configuring database connection settings.)
  • Creating Your First Entity (Annotating a Java class with @Entity., Defining primary keys with @Id.)
  • Basic CRUD Operations
• Mapping Relationships
  • One-to-One Relationship
  • One-to-Many and Many-to-One Relationships
  • Many-to-Many Relationshi
• Querying with Hibernate
  • Hibernate Query Language (HQL) (Writing basic HQL queries to retrieve and manipulate data, Using parameters in HQL queries.)
  • Criteria API (Introduction to Criteria API for building queries programmatically.)
  • Native SQL Queries (Executing native SQL queries and mapping results to entities.)
• Performance Optimization
  • Caching (Introduction to first-level cache., Basic overview of second-level caching (optional for beginners).)
  • Lazy vs. Eager Loading (Understanding fetch strategies and their impact on performance.)

Spring and Spring Boot

• Introduction to Spring Framework
  • Overview of Spring Framework
  • Importance and Benefits of Spring
  • Core Components of Spring
  • Setting up a Spring Project
• Spring Core Concepts
  • Inversion of Control (IoC) and Dependency Injection (DI)
  • Understanding IoC and DI
  • Configuring Beans in Spring
  • Spring IoC Container and Application Context
  • Spring Beans
  • Bean Lifecycle
  • Bean Factory vs. ApplicationContext
  • Spring Configuration
• Annotations and @Autowired in Spring
  • Spring Annotations Overview
  • Introduction to Annotations in Spring
  • Commonly Used Annotations
  • Core Annotations
  • Repository ,Controller, Service
  • @Configuration and @Bean
  • Dependency Injection Annotations
  • @Autowired
  • @Qualifier and @Primary
  • @Value for Property Injection
• Spring AOP (Aspect-Oriented Programming)
  • Introduction to AOP
  • AOP Concepts
  • Using AOP in Spring
• Three-Layer Architecture in Spring
  • Introduction to Three-Layer Architecture
  • Overview of Presentation, Service, and Data Access Layers
  • Importance of Layered Architecture in Software Development
  • Presentation Layer
  • Handling User Inputs and Displaying Outputs
  • Controllers in Spring MVC
  • View Technologies (JSP, Thymeleaf)
  • Service Layer
  • Business Logic Implementation
  • Creating and Managing Services
  • Service Interfaces and Implementations
  • Data Access Layer
  • Interaction with Databases
  • Repositories and DAOs in Spring
  • Using Spring Data JPA for Data Access
• Spring Data Access
  • Spring JDBC
  • Introduction to Spring JDBC
  • Setting Up JDBC (mySQL) in Spring
  • Data Source Configuration
  • Application.properties uses
  • DAO Support Classes
  • Spring ORM
  • Overview of ORM and JPA
  • Integrating Hibernate with Spring
  • Spring Data JPA
  • Transaction Management
  • Programmatic vs. Declarative Transactions
  • Transaction Propagation and Isolation Levels
• Spring MVC
  • Introduction to Spring MVC
  • MVC Design Pattern
  • Setting up Spring MVC Project
  • Controllers
  • Creating Controllers
  • Request Mapping and Response Handling
  • Form Handling in Spring MVC
  • Views
  • View Resolvers and View Technologies (JSP)
  • Model and Model And View
  • Validation and Exception Handling
  • Input Validation in Spring MVC
  • Global and Controller-Level Exception Handling
• Introduction to Spring Boot
  • Advantages of Spring Boot
  • Spring Boot Architecture
  • Setting up a Spring Boot Project with Spring initializer and VS Code
• Spring Boot Core Concepts
  • Spring Boot Starters
  • Understanding Spring Boot Starters
  • Commonly Used Starters
  • Spring Boot Auto Configuration
  • Auto Configuration Overview
  • Customizing Auto Configuration
  • Spring Boot Configuration
  • Profiles in Spring Boot
  • POM.xml
  • Beans
  • Spring Boot DevTools
  • Enabling and Using Spring Boot DevTools
• Building RESTful Web Services with Spring Boot
  • Introduction to RESTful Web Services
  • Creating RESTful Services(CRUD) in Spring Boot
  • Handling HTTP Methods (GET, POST, PUT, DELETE)
  • Content Negotiation and Versioning
  • Exception Handling in RESTful Services
  • Securing REST APIs with Spring Security
• Spring Boot Data Access
  • Spring Data JPA with Spring Boot
  • Setting up Spring Data JPA in Spring Boot
  • Creating Repositories
  • Query Methods and Custom Queries
  • Spring Boot with Relational Databases
  • Using MySQL with Spring Boot
• Spring Boot Testing
• Spring Security
  • Introduction to Spring Security
  • Securing Web Applications
  • Role-Based Access Control
  • Spring Security XML Based Example
  • Spring Security Java Based Example
• Microservices with Spring Boot
  • Introduction to Microservices Architecture
  • Building Microservices with Spring Boot
  • Service Discovery with Eureka
  • API Gateway with Spring Cloud Gateway
  • Circuit Breakers with Resilience4j/Hystrix
  • Distributed Tracing with Spring Cloud Sleuth
• Advanced Spring Boot Features
  • Spring Boot Actuator
  • Monitoring and Managing Spring Boot Applications
  • Customizing Actuator Endpoints
• Capstone Projects
  • Project
  • Employee Management application with CRUD operations using Spring Boot. This will cover creating, reading, updating, and deleting employee records with three layer architecture.

Introduction to AI & ML

• What is AI What is ML What is Deep Learning
• AI vs ML vs DL
• Where AI fits in web development
• Real-world examples
• Objective: Build interest and clarity in the AI landscape.

Weka ? ML for Beginners

• Introduction to Weka
• Explore Weka GUI: load CSV, run classifiers

Encog ? Lightweight Neural Networks in Java

• Introduction to Encog
• Creating a small feedforward neural network

DL4J ? Deep Learning in Java

• What is DL4J (DeepLearning4J)
• Understanding layers, activations, loss functions

Spring AI API Overview ? Modern AI Services

• What is Spring AI
• Overview with OpenAI, Hugging Face, and others
• Prompt templates and responses