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Cracking the GenAI Interview for DevOps, SRE, Platform & Forward-Deployed Engineers - Evening
Curriculum
Curriculum
Joining Links & Schedule
Introduction
DevOps vs SRE vs Platform vs Forward-Deployed Engineer: The Simplest Explanation
GitHub repo
Jev for beginners
Week 1
Day 1: What does each word in ChatGPT actually mean?
Day 2: Adding Short-Term and Long-Term Memory to Chat
Day 3: What Does “GPT” in ChatGPT Stand For?
Day 4: Break Day Challenge: 10 Questions to Test Your GenAI Foundations
Day5: Introduction to System Design(Morning Batch)
Day5: Introduction to System Design(Evening Batch)
Day6: Introduction to Python - Part 1
Day 7: Introduction to Python - Part 2
Week2
Day8: User vs System Space
Day9.1: Linux Process Scheduler
Day9.2: Linux memory management
Day9.3: Introduction to Process and Memory management
Day 10: Introduction to Linux Network and I/O management
Day11: System Design from Scratch: Scaling from 100 to 100,000 Users
Day12: Break Day Challenge: Linux Process Troubleshooting
Day13: Python + Data Structures & Algorithms (DSA) - Part 1
Day14: Python + Data Structures & Algorithms (DSA) - Part 2
Week3
Day15: Introduction to GPU
Day16: How Many GPUs Do You Need to Run an LLM?
Day17: Kubernetes on GPU
Day18: Design an AI Inference System
Day 19: Prepare for Python Automation & AWS Boto3
Day20: Python for DevOps - Part 1
Day21: Python for DSA - Part 2(boto3, re, paramiko)
Week4
Day22: Introduction to AWS Bedrock
Day23: AWS Boto3 project: Cost Optimization
Days 24: AWS Automation
Day 25: AWS System Design
Day26: Build a GenAI Q&A API with Amazon Bedrock Mantle, AWS Lambda, and API Gateway
Day27: Python with DSA - Part 1: Sliding window
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Day26: Build a GenAI Q&A API with Amazon Bedrock Mantle, AWS Lambda, and API Gateway
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