Back End Development

C1 Introduction to Cloud Computing 15 lessons

M1 Overview of Cloud Computing 3

1What is Cloud Computing▸ 2Cloud Adoption and Use Cases▸ 3T Final Module Assessment▸

M2 Cloud Computing Models 3

1Service Models IaaS PaaS SaaS▸ 2Deployment Models▸ 3T Final Module Assessment▸

M3 Components of Cloud Computing 3

1Cloud Infrastructure Compute and Storage▸ 2Cloud Networking and Databases▸ 3T Final Module Assessment▸

M4 Emergent Trends 3

1CloudNative and DevOps▸ 2Edge Computing IoT and AI Cloud▸ 3T Final Module Assessment▸

M5 Cloud Security 3

1Cloud Security Fundamentals▸ 2Compliance Monitoring and Best Practices▸ 3T Final Module Assessment▸

C10 Microservices and Serverless 10 lessons

M1 Intro to Microservices 3

1Microservices Architecture▸ 2Microservices Design Principles▸ 3T Final Module Assessment▸

M2 Design and Communication 3

1Communication Patterns▸ 2Resilience and Data Patterns▸ 3T Final Module Assessment▸

M3 Serverless Computing 3

1Serverless Fundamentals▸ 2Serverless Patterns and Applications▸ 3T Final Module Assessment▸

M4 Final Project 1

1Capstone Project Microservices and Serverless Application▸

C11 Test and Behavior Driven Development 12 lessons

M1 Intro to TDD 3

1TDD Philosophy and Unit Testing▸ 2Writing Effective Tests▸ 3T Final Module Assessment▸

M2 Advanced TDD 3

1Mocking and Test Doubles▸ 2Testing Complex Scenarios▸ 3T Final Module Assessment▸

M3 BDD 3

1BDD Fundamentals and Gherkin▸ 2behave Framework and Implementation▸ 3T Final Module Assessment▸

M4 Testing CICD 3

1CICD Testing Integration▸ 2Continuous Testing Best Practices▸ 3T Final Module Assessment▸

C12 Intermediate Back End Development Flask 12 lessons

M1 Advanced Flask 3

1Application Factory and Blueprints▸ 2Middleware Error Handling and Logging▸ 3T Final Module Assessment▸

M2 Database Integration 3

1FlaskSQLAlchemy▸ 2Migrations and Advanced Queries▸ 3T Final Module Assessment▸

M3 Auth and Security 3

1User Authentication▸ 2JWT and Security Best Practices▸ 3T Final Module Assessment▸

M4 REST APIs and Deploy 3

1Building REST APIs▸ 2Deployment and Production▸ 3T Final Module Assessment▸

C13 Back End Development Capstone 10 lessons

M1 Project Planning 3

1Requirements and Architecture Design▸ 2Project Setup and Environment▸ 3T Final Module Assessment▸

M2 Back End Development 3

1Models APIs and Authentication▸ 2Business Logic and Integration▸ 3T Final Module Assessment▸

M3 Testing and Containers 3

1Comprehensive Testing▸ 2Containerization and Quality▸ 3T Final Module Assessment▸

M4 Deployment and Submission 1

1Deployment and Documentation▸

C14 Back End Developer Career Guide 12 lessons

M1 Career Landscape 3

1Industry Overview and Career Paths▸ 2Career Planning▸ 3T Final Module Assessment▸

M2 Resume and Portfolio 3

1Resume Writing for BackEnd Developers▸ 2Portfolio and Project Showcase▸ 3T Final Module Assessment▸

M3 Technical Interview 3

1Coding Interview Preparation▸ 2System Design and BackEnd Questions▸ 3T Final Module Assessment▸

M4 Job Search 3

1Job Search and Application Strategy▸ 2Negotiation and First 90 Days▸ 3T Final Module Assessment▸

C2 Introduction to Software Engineering 12 lessons

M1 Intro to Software Development 3

1What is Software Engineering▸ 2Software Development Process▸ 3T Final Module Assessment▸

M2 SDLC 3

1Traditional SDLC Models▸ 2Agile and Modern Methodologies▸ 3T Final Module Assessment▸

M3 Architecture and Design 3

1Software Architecture Patterns▸ 2Design Principles and Patterns▸ 3T Final Module Assessment▸

M4 Programming Fundamentals 3

1Programming Languages and Frameworks▸ 2Development Tools and Testing▸ 3T Final Module Assessment▸

C3 Linux Commands and Shell Scripting 12 lessons

M1 Introduction to Linux 3

1Introduction to Linux and Distributions▸ 2Linux Command Line Basics▸ 3T Final Module Assessment▸

M2 Linux Commands 3

1File and Directory Management▸ 2Text Processing and Permissions▸ 3T Final Module Assessment▸

M3 Shell Scripting 3

1Shell Scripting Fundamentals▸ 2Control Structures and Functions▸ 3T Final Module Assessment▸

M4 Advanced Shell Scripting 3

1Scheduling and Automation▸ 2Networking and Advanced Techniques▸ 3T Final Module Assessment▸

C4 Getting Started with Git and GitHub 10 lessons

M1 Git GitHub Fundamentals 3

1Introduction to Version Control and Git▸ 2GitHub and Remote Repositories▸ 3T Final Module Assessment▸

M2 Branching and Merging 3

1Working with Branches▸ 2Merging and Conflict Resolution▸ 3T Final Module Assessment▸

M3 Collaborative Development 3

1Pull Requests and Code Reviews▸ 2GitHub Collaboration Features▸ 3T Final Module Assessment▸

M4 Final Project 1

1Final Project Complete Git Workflow▸

C5 Python for Data Science AI and Development 15 lessons

M1 Python Basics 3

1Python Introduction and Types▸ 2Strings and Operations▸ 3T Final Module Assessment▸

M2 Python Data Structures 3

1Lists and Tuples▸ 2Sets and Dictionaries▸ 3T Final Module Assessment▸

M3 Programming Fundamentals 3

1Conditions Branching and Loops▸ 2Functions and Exception Handling▸ 3T Final Module Assessment▸

M4 Working with Data 3

1File IO and Data Formats▸ 2NumPy and Pandas Basics▸ 3T Final Module Assessment▸

M5 APIs and Data Collection 3

1Working with APIs▸ 2Web Scraping Basics▸ 3T Final Module Assessment▸

C6 Developing AI Apps with Python and Flask 12 lessons

M1 Flask Fundamentals 3

1Introduction to Flask▸ 2Templates and Static Files▸ 3T Final Module Assessment▸

M2 AI Service Integration 3

1AI and Cloud APIs▸ 2Building API Clients in Python▸ 3T Final Module Assessment▸

M3 Building AI Web Apps 3

1Flask AI Integration▸ 2Building Complete AI Features▸ 3T Final Module Assessment▸

M4 Deployment and Project 3

1Deploying Flask Applications▸ 2Final Project AI Web Application▸ 3T Final Module Assessment▸

C7 Python Project for AI and App Development 4 lessons

M1 Speech to Text 3

1Speech Recognition Fundamentals▸ 2Advanced Speech Processing▸ 3T Final Module Assessment▸

M2 AI App Project 1

1Complete AI Application Development▸

C8 Django Application Development 12 lessons

M1 SQL and Databases 3

1Database Fundamentals▸ 2SQL Queries▸ 3T Final Module Assessment▸

M2 ORM and Models 3

1Django Introduction and Setup▸ 2Django Models and ORM▸ 3T Final Module Assessment▸

M3 Full Stack Django 3

1Views Templates and URLs▸ 2Forms Authentication and Static Files▸ 3T Final Module Assessment▸

M4 Deploy Django App 3

1Production Configuration▸ 2Cloud Deployment and Final Project▸ 3T Final Module Assessment▸

C9 Containers Docker Kubernetes OpenShift 13 lessons

M1 Understanding Containers 3

1Container Concepts▸ 2Container Ecosystem▸ 3T Final Module Assessment▸

M2 Docker Fundamentals 3

1Docker Images and Containers▸ 2Dockerfile and Docker Compose▸ 3T Final Module Assessment▸

M3 Kubernetes Basics 3

1Kubernetes Architecture▸ 2Deployments Services and Scaling▸ 3T Final Module Assessment▸

M4 OpenShift 3

1OpenShift Overview and Architecture▸ 2Deploying Applications on OpenShift▸ 3T Final Module Assessment▸

M5 Final Project 1

1Capstone Project Containerized Application Deployment▸