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DSML Course

Data Science with Machine Learning Certification

Boost up Program for Mastermind & Growth Hack

On Campus Placementship Plus Course Duration- 180 Hours

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Course Objectives:

Understand key data analytics terms and frameworks.

Learn to clean, transform, and shape data using Power Query.

Build data models with relationships and hierarchies, following best practices.

Explore Power BI data security, including row-level security and sharing options.

Social Media Expert Certification

overview
Industry Demand
syllabus
FAQ
Project & Training

Module 1: Introduction to Social Media Marketing

What is Social Media Marketing?
Importance and benefits for businesses.
Overview of major social media platforms.
Trends and the future of social media

Module 2: Social Media Strategy

Setting marketing goals (SMART goals).
Identifying target audiences and buyer personas.
Competitor analysis
Crafting a social media content calendar.

Module 3: Content Creation, Design and Marketing

Basics of storytelling and branding.
Build Creative/ Flyer / Social Media Post
Types of content: visual, written, audio, and video
Tools for creating engaging content (Canva, Adobe Spark, etc.)
Content repurposing strategies.

Module 4: Platform-Specific Tactics

Facebook:
1. Setting up pages and groups.
2. Advertising basics (Facebook Ads).
3. Algorithm and organic growth tips.
Instagram:
1. Setting up profiles and stories.
2. Creating Stories, Reels, and engaging posts.
3. Influencer marketing strategies.
Twitter/X:
1. Twitter marketing basics.
2. Building a community with Twitter Spaces.
3. Leveraging hashtags and trending topics

Module 5: Java Web Development with Servlets and JSP

Tool: Java Servlets, JSP, Tomcat Server

Introduction to Java Web Development
- Overview of the Java web application architecture
- Setting up a web application with Servlets and JSP
- Understanding the HTTP request-response cycle

1 Java Servlets
- What are Servlets and how do they work?
- Writing a simple Servlet (GET, POST methods)
- Handling HTTP requests and responses
- Request parameters and request dispatchers
- Handling sessions (HttpSession)
- Working with cookies

2 JavaServer Pages (JSP)
- What is JSP and how does it interact with Servlets?
- Writing dynamic content with JSP
- Embedding Java code in JSP using scriptlets
- Using Expression Language (EL) in JSP for easier data access
- Form handling and validation in JSP

3 Servlet and JSP Integration
- Using Servlets to forward requests to JSP pages
- Sharing data between Servlets and JSP
- Using RequestDispatcher for request forwarding
- Form validation and error handling

4 Tomcat Server
- Setting up and configuring Apache Tomcat
- Deploying Servlets and JSP to the Tomcat server

Module-6: Back-End Development with Spring Boot

Tool: Spring Boot

Introduction to Spring Framework
- What is Spring?
- Core concepts of Spring (Dependency Injection, Inversion of Control)
- Introduction to Spring Boot and its features

1 Setting up a Spring Boot Application
- Creating a simple Spring Boot application
- Configuration using application.properties and application.yml
- Auto-configuration and Spring Boot Starter Projects
- Running and deploying Spring Boot applications

2 Spring Boot with REST API
- Building RESTful Web Services with Spring Boot
- Using @RestController for RESTful services
- Mapping HTTP requests with @RequestMapping, @GetMapping, @PostMapping, etc.
- Returning data from Spring Boot APIs in JSON format

Spring MVC
- Overview of Spring MVC Architecture
- Handling HTTP requests with Spring MVC controllers
- Model, View, and Controller (MVC) in Spring Boot
- Using Thymeleaf for server-side rendering (integrating with Spring Boot)

Spring Security
- Implementing authentication and authorization
- Secure your REST APIs with JWT (JSON Web Tokens)
- Role-based access control and security filters

Spring Data JPA
- Introduction to JPA (Java Persistence API)
- Using Spring Data JPA to interact with relational databases (e.g., MySQL, PostgreSQL)
- Entity creation and relationships (One-to-One, One-to-Many, Many-to-Many)
- Repository Pattern for data access

Module 7: API Development and Integration (REST & SOAP)

Tool: RESTful APIs, SOAP, Postman

RESTful API Development
- Principles of REST (Representational State Transfer)
- Designing RESTful Web Services
- Consuming REST APIs using Java (Spring Boot, HttpURLConnection, Apache HttpClient)
- Using Postman for testing APIs

1 SOAP Web Services
- SOAP vs REST
- Building and consuming SOAP web services
- Using WSDL (Web Services Description Language)

2 API Documentation and Testing
- Using Swagger for API documentation
- Postman for API testing and automation
- AsynchronousFileChannel for asynchronous file operations.

Module 8: Front-End and Back-End Integration (Servlets + Spring Boot + JSP)

Connecting Front-End (HTML, CSS, JS) with Spring Boot
- Serving static files (CSS, JS, Images) in Spring Boot
- Integrating dynamic content using JSP with Spring Boot
- Handling forms and request data

1 Connecting Front-End (HTML, CSS, JS) with Java Servlets
- Sending data from HTML forms to Servlets using HTTP
- Using HttpServletRequest to capture form data
- Sending back dynamic content (e.g., processing form data and redirecting to a result page)

2 Authentication and Authorization
- Implementing user authentication in a full-stack application
- Session management using Servlets and Spring Security
- Securing APIs and web pages using JWTs (JSON Web Tokens)

Module 9: Deployment & DevOps Basics

Tool: Docker, AWS, Heroku

Introduction to Deployment
- Preparing an application for deployment
- Differences between development and production environments

Introduction to Deployment
- Docker Basics (Dockerfile, Containers, Images)
- Dockerizing a Spring Boot and Java Servlet application

Cloud Deployment
- Deploying on Heroku, AWS, or DigitalOcean
- Configuring environment variables for production

CI/CD Concepts
- Setting up Continuous Integration (CI) with Jenkins or GitHub Actions
- Automating deployment using CI/CD pipelines

Module 10: Advanced Topics and Best Practices

Code Optimization and Performance
- Caching (e.g., Redis, Ehcache)
- Lazy Loading and Efficient Database Queries
- Monitoring and Profiling Java applications

1 Security Best Practices
- Cross-Site Scripting (XSS) prevention
- Cross-Site Request Forgery (CSRF) prevention
- SQL Injection prevention

2 Default and Static Methods in Interfaces
- Default methods in interfaces to provide method implementations.
- Static methods in interfaces.

3 Microservices Architecture
- Introduction to Microservices
- Building a Microservice with Spring Boot
- Inter-service communication (REST APIs, message queues)