Course Catalog
TechnologyAdvancedTEC 301
Systems, Databases & Cloud
Distributed systems, OS internals, and cloud engineering
5 modules
26 lessons
~24h
4 credit hours
Taught by Selin Tech AI
What you'll learn
Explain OS scheduling, memory management, and concurrency
Design normalized databases and write advanced SQL
Apply CAP theorem to distributed system design
Deploy and manage applications on AWS using IaC
Build and deploy machine learning pipelines
Prerequisites
Course Curriculum
26 lessons totalMemory Management & Virtual Memory
Ed Plus30m
File Systems & I/O
Ed Plus25m
Concurrency & Synchronization
Ed Plus30m
Module 1 Quiz
Ed Plus10m
Relational Database Design & Normalization
Ed Plus30m
Advanced SQL: Window Functions, CTEs, Indexing
Ed Plus35m
NoSQL Databases: MongoDB, Redis, Cassandra
Ed Plus25m
Database Transactions & ACID Properties
Ed Plus25m
Module 2 Quiz
Ed Plus10m
CAP Theorem & Consistency Models
Ed Plus30m
Microservices Architecture
Ed Plus25m
Message Queues & Event-Driven Systems
Ed Plus25m
Consensus Algorithms: Paxos & Raft
Ed Plus30m
Module 3 Quiz
Ed Plus10m
Cloud Computing Models: IaaS, PaaS, SaaS
Ed Plus20m
AWS Core Services: EC2, S3, RDS, Lambda
Ed Plus30m
Infrastructure as Code with Terraform
Ed Plus25m
Kubernetes & Container Orchestration
Ed Plus30m
Module 4 Quiz
Ed Plus10m
Machine Learning Pipeline
Ed Plus25m
Neural Networks & Deep Learning
Ed Plus30m
Model Deployment & MLOps
Ed Plus25m
LLMs & Prompt Engineering
Ed Plus25m
Design a Scalable Distributed System
Ed Plus60m
Module 5 Quiz
Ed Plus10m
Ed Plus
Requires Ed Plus subscription
Modules5
Lessons26
Estimated time~24h
Credit hours4