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Sairam Doddaparthi / RegularPython
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๐งโ๐ซ Course Curriculum
๐ Python Core Basics
๐ Core Python Concepts
๐ Data Structures
๐งฑ Object-Oriented Programming (OOPs)
๐ File Handling
๐งช Testing
๐ฆ Modules and Packages
๐งต Advanced Topics
๐ Data Handling and Libraries
๐ Web & APIs
๐ ๏ธ Tools and Best Practices
โ๏ธ AWS Core Services
โ๏ธ AWS Global Infrastructure (Regions, AZs, Edge Locations)
๐๏ธ Amazon S3 (Simple Storage Service)
๐ง EC2 (Elastic Compute Cloud)
๐ ๏ธ IAM (Identity and Access Management)
๐ AWS Lambda (Serverless Compute)
๐ฉ Amazon SQS & SNS (Messaging Services)
๐ฃ๏ธ Amazon API Gateway
๐งฐ AWS CloudFormation / Terraform (Infrastructure as Code)
๐ Amazon CloudWatch & CloudTrail (Monitoring & Logging)
๐๏ธ Amazon RDS & DynamoDB (Databases)
๐งฌ AWS Glue / EMR / Athena (Data Processing & Analytics)
๐ Security Groups, NACLs, and VPC (Networking & Security)
๐ Pandas Core Services
๐ Reading and Writing CSV/Excel/JSON
๐งฎ Data Cleaning and Transformation
๐ Grouping, Aggregation, and Pivoting
๐๏ธ Merging, Joining, and Concatenating
๐ Filtering and Indexing
๐ธ๏ธ Web Scraping Core Services
๐ Basics of HTTP and HTML Parsing
๐ ๏ธ Using BeautifulSoup and Requests
โ๏ธ Automating with Selenium
๐ฆ Exporting Data to CSV/JSON/Database
๐๏ธ Database Core Services
๐ข๏ธ Relational Databases (MySQL, PostgreSQL)
๐ NoSQL Databases (MongoDB, DynamoDB)
๐ SQL Queries, Joins, Indexing
๐ฆ ORM with SQLAlchemy
๐ GitHub Core Services
๐ Version Control with Git
๐ฆ Repositories and Branching Strategies
๐ Pull Requests and Code Reviews
๐ ๏ธ GitHub Actions for CI/CD
โ๏ธ Jenkins Core Services
๐งฑ Jenkins Installation and Setup
๐ Creating and Managing Pipelines
๐ Integration with GitHub and AWS
๐ Monitoring Builds and Logs
๐ฅ PySpark Core Services
โ๏ธ Setting Up Spark Environment
๐งฎ Working with DataFrames and RDDs
๐ Transformations and Actions
๐ฆ Handling Big Data in Partitions
๐ Integration with AWS Services
๐ Top 5 Real-Time Projects
โ๏ธ AWS Lambda-Based ETL Data Pipeline Project
๐ ETL Workflow Orchestration Using AWS Services
๐ API Gateway Integration with FastAPI for Scalable Microservices
๐ฅ PySpark-Based Big Data ETL Pipeline
๐ป Frontend Development Project Using React.js