๐Ÿง‘โ€๐Ÿซ Course Curriculum

๐Ÿ Python Core Basics

๐Ÿ Core Python Concepts
๐Ÿ“Š Data Structures
๐Ÿงฑ Object-Oriented Programming (OOPs)
๐Ÿ“ File Handling
๐Ÿงช Testing
๐Ÿ“ฆ Modules and Packages
๐Ÿงต Advanced Topics
๐Ÿ“š Data Handling and Libraries
๐ŸŒ Web & APIs
๐Ÿ› ๏ธ Tools and Best Practices

โ˜๏ธ AWS Core Services

โ˜๏ธ AWS Global Infrastructure (Regions, AZs, Edge Locations)
๐Ÿ—ƒ๏ธ Amazon S3 (Simple Storage Service)
๐Ÿง  EC2 (Elastic Compute Cloud)
๐Ÿ› ๏ธ IAM (Identity and Access Management)
๐Ÿ”„ AWS Lambda (Serverless Compute)
๐Ÿ“ฉ Amazon SQS & SNS (Messaging Services)
๐Ÿ›ฃ๏ธ Amazon API Gateway
๐Ÿงฐ AWS CloudFormation / Terraform (Infrastructure as Code)
๐Ÿ“Š Amazon CloudWatch & CloudTrail (Monitoring & Logging)
๐Ÿ—„๏ธ Amazon RDS & DynamoDB (Databases)
๐Ÿงฌ AWS Glue / EMR / Athena (Data Processing & Analytics)
๐Ÿ”’ Security Groups, NACLs, and VPC (Networking & Security)

๐Ÿ“ˆ Pandas Core Services

๐Ÿ” Reading and Writing CSV/Excel/JSON
๐Ÿงฎ Data Cleaning and Transformation
๐Ÿ“Š Grouping, Aggregation, and Pivoting
๐Ÿ—ƒ๏ธ Merging, Joining, and Concatenating
๐Ÿ“ Filtering and Indexing

๐Ÿ•ธ๏ธ Web Scraping Core Services

๐ŸŒ Basics of HTTP and HTML Parsing
๐Ÿ› ๏ธ Using BeautifulSoup and Requests
โš™๏ธ Automating with Selenium
๐Ÿ“ฆ Exporting Data to CSV/JSON/Database

๐Ÿ—„๏ธ Database Core Services

๐Ÿ›ข๏ธ Relational Databases (MySQL, PostgreSQL)
๐Ÿ“š NoSQL Databases (MongoDB, DynamoDB)
๐Ÿ”— SQL Queries, Joins, Indexing
๐Ÿ“ฆ ORM with SQLAlchemy

๐ŸŒ GitHub Core Services

๐Ÿ”„ Version Control with Git
๐Ÿ“ฆ Repositories and Branching Strategies
๐Ÿ“œ Pull Requests and Code Reviews
๐Ÿ› ๏ธ GitHub Actions for CI/CD

โš™๏ธ Jenkins Core Services

๐Ÿงฑ Jenkins Installation and Setup
๐Ÿš€ Creating and Managing Pipelines
๐Ÿ” Integration with GitHub and AWS
๐Ÿ“Š Monitoring Builds and Logs

๐Ÿ”ฅ PySpark Core Services

โš™๏ธ Setting Up Spark Environment
๐Ÿงฎ Working with DataFrames and RDDs
๐Ÿ”„ Transformations and Actions
๐Ÿ“ฆ Handling Big Data in Partitions
๐Ÿ”— Integration with AWS Services

๐Ÿš€ Top 5 Real-Time Projects

โš™๏ธ AWS Lambda-Based ETL Data Pipeline Project
๐Ÿ”„ ETL Workflow Orchestration Using AWS Services
๐ŸŒ API Gateway Integration with FastAPI for Scalable Microservices
๐Ÿ”ฅ PySpark-Based Big Data ETL Pipeline
๐Ÿ’ป Frontend Development Project Using React.js