Programming Roadmap
Master Full-Stack Web Development & Laravel
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Software Design & Architecture: Object-Oriented Design
6 VideosMeet Your Presenter – Sam Jeffery [Reading (10m)]
Introduction to Object-Oriented Analysis & Design [Video (15m)]
Encapsulation, Inheritance & Polymorphism Rules [Video (20m)]
SOLID Principles: Single Responsibility & Open-Closed [Video (25m)]
SOLID Principles: Liskov, Interface Segregation & Dependency Inversion [Video (25m)]
UML Class Diagrams & Sequence Diagrams Practice [Video (30m)]
Database Management Essentials
6 VideosSpecialization Introduction video lesson [Video (1m)]
Relational Database Concepts & Table Architecture [Video (20m)]
ER Diagrams: Entities, Relationships & Cardinality [Video (25m)]
SQL Mastery: SELECT, WHERE, GROUP BY & HAVING [Video (30m)]
SQL Joins Masterclass (INNER, LEFT, RIGHT, FULL OUTER) [Video (35m)]
Database Normalization (1NF, 2NF, 3NF & BCNF) [Video (30m)]
Software Design & Architecture: Design Patterns
5 VideosIntroduction to Software Design Patterns [Video (15m)]
Creational Patterns: Singleton, Factory Method & Abstract Factory [Video (30m)]
Structural Patterns: Adapter, Decorator & Facade [Video (30m)]
Behavioral Patterns: Observer, Strategy & Command [Video (35m)]
Refactoring Legacy Code with Design Patterns [Video (25m)]
Software Design & Architecture: Software Architecture
3 VideosArchitectural Styles: Layered, Event-Driven & Microservices [Video (30m)]
Monolithic vs Microservices Architecture Tradeoffs [Video (30m)]
Software Quality Attributes: Scalability, Availability & Security [Video (25m)]
Software Design & Architecture: Service-Oriented Architecture
4 VideosMeet Your Presenter – Sam Jeffrey [Reading (10m)]
Service-Oriented Architecture (SOA) Fundamentals [Video (20m)]
RESTful Web Services & API Best Practices [Video (25m)]
Enterprise Service Bus (ESB) & Message Queues [Video (30m)]
Agile Development: Agile Meets Design Thinking
4 VideosCourse Overview & Requirements [Reading (10m)]
Design Thinking & Agile Integration Overview [Video (20m)]
User Personas, Empathy Maps & Problem Scenarios [Video (25m)]
Writing Effective User Stories & Acceptance Criteria [Video (25m)]
Agile Development: Hypothesis-Driven Development
3 VideosFormulating Product Hypotheses [Video (20m)]
Minimum Viable Product (MVP) & Rapid Experimentation [Video (25m)]
A/B Testing & Metrics for Product Validation [Video (30m)]
AWS Cloud Solutions Architect: AWS Cloud Technical Essentials
5 VideosWelcome to AWS Cloud Technical Essentials [Video (2m)]
AWS IAM: Users, Groups, Roles & Security Policies [Video (20m)]
AWS Compute: EC2 Instance Types, AMIs & Key Pairs [Video (25m)]
AWS Networking: VPC, Subnets, Internet Gateways & Security Groups [Video (30m)]
AWS Storage: S3 Buckets, Storage Classes & EBS Volumes [Video (25m)]
AWS Cloud Solutions Architect: Architecting Solutions on AWS
4 VideosAWS Well-Architected Framework Pillars [Video (25m)]
High Availability & Auto-Scaling with ALB and ASG [Video (30m)]
Decoupling Application Architectures with AWS SQS & SNS [Video (25m)]
AWS Relational & NoSQL Databases (RDS, Aurora & DynamoDB) [Video (30m)]
Cloud Computing Concepts, Part 1
5 VideosOrientation Overview [Reading (10m)]
Distributed Systems Basics & MapReduce Architecture [Video (25m)]
Gossip Protocol, Failure Detectors & Membership [Video (30m)]
Peer-to-Peer Systems (Napster, Gnutella, Chord) [Video (30m)]
Key-Value Stores (Cassandra & HBase) [Video (30m)]
Cloud Computing Concepts, Part 2
3 VideosClassical Paxos Protocol & Distributed Consensus [Video (30m)]
Distributed Transactions, 2PC & Concurrency Control [Video (30m)]
Real-Time Stream Processing (Apache Storm & Spark Streaming) [Video (30m)]
AWS Cloud Solutions Architect: Building Data Lakes on AWS
3 VideosData Lake Architecture & S3 Storage Design [Video (25m)]
Data Ingestion & ETL with AWS Glue & Kinesis [Video (30m)]
Querying Big Data with Amazon Athena & Redshift [Video (30m)]
Exam Prep: AWS Certified Solutions Architect - Associate
4 VideosDomain 1: Design Secure Architectures Exam Review [Video (30m)]
Domain 2: Design Resilient Architectures Exam Review [Video (30m)]
Domain 3: Design High-Performing Architectures [Video (30m)]
Domain 4: Design Cost-Optimized Architectures [Video (30m)]
Cloud Computing Applications, Part 1: Cloud Systems & Infrastructure
3 VideosVirtualization & Hypervisors (KVM, VMware, Xen) [Video (30m)]
Cloud Storage Systems & Distributed Filesystems (GFS, HDFS) [Video (30m)]
OpenStack Cloud Infrastructure & APIs [Video (30m)]
Cloud Computing Applications, Part 2: Big Data & Applications in Cloud
3 VideosHadoop Ecosystem & Apache Spark Core Architecture [Video (30m)]
Large Scale Graph Processing (Google Pregel & GraphX) [Video (30m)]
Cloud Machine Learning Infrastructure [Video (30m)]
Build Serverless Automation with AWS Lambda
4 VideosIntroduction to Project [Video (5m)]
Serverless Architecture & AWS Lambda Execution Model [Video (20m)]
Event Triggers: S3, API Gateway & DynamoDB Streams [Video (25m)]
Automated Serverless Deployments with AWS SAM [Video (30m)]
Build DevOps CI/CD Pipelines with Jenkins and Ansible
3 VideosJenkins Architecture: Master-Agent Node Setup [Video (25m)]
Writing Declarative Jenkinsfile Pipelines [Video (30m)]
Ansible Playbooks for Infrastructure Provisioning [Video (30m)]
Implement CI/CD Automation with Jenkins, Docker & Kubernetes
4 VideosIntroduction to Project [Video (5m)]
Dockerizing Microservices & Multi-Stage Builds [Video (25m)]
Kubernetes Deployments, Services & Ingress Controllers [Video (30m)]
Automated Container Pipeline with Jenkins & K8s [Video (35m)]
Cloud Networking
3 VideosSoftware-Defined Networking (SDN) Fundamentals [Video (30m)]
Network Function Virtualization (NFV) [Video (30m)]
Data Center Topologies & Cloud Routing Protocols [Video (30m)]
Design and Implement a DevOps CI/CD Pipeline Case Study
3 VideosEnterprise DevOps Pipeline Case Study Architecture [Video (30m)]
Integrating SAST/DAST Security Scanning in CI/CD [Video (30m)]
Blue/Green & Canary Zero-Downtime Deployment Strategies [Video (35m)]
Cloud Computing Project (Capstone)
2 VideosBuilding & Deploying Scalable Cloud Microservice Capstone [Video (35m)]
Performance Benchmarking, Load Testing & Cloud Tuning [Video (35m)]
Agile Development: Product Analytics and AI
2 VideosProduct Funnel Analysis & Key Performance Indicators [Video (25m)]
Integrating Machine Learning & AI Features in Agile Products [Video (30m)]
Agile Development: Managing an Agile Team
3 VideosScrum Master & Product Owner Leadership Roles [Video (25m)]
Sprint Retrospectives, Velocity & Continuous Team Growth [Video (25m)]
Scaling Agile Frameworks (SAFe & LeSS Enterprise) [Video (30m)]