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Bootcamp: DevOps & MLOps

Bootcamp: DevOps & MLOps preview
2:30

Course Highlights

Master CI/CD pipeline implementation
Deploy and manage containerized applications
Implement Infrastructure as Code (IaC)
Configure and manage cloud services
Implement monitoring and logging solutions
Automate deployment processes
Implement security best practices
Master Kubernetes orchestration
Certificate of Course Completion
Industry Standard MEGA DevOps Project
Monitoring and Pagerduty Alert
Generative AI For DevOps
Introduction to Machine Learning Operations (MLOps) & AI Agents
MERN and Python-Django Full Stack Applications Development and CI/CD
Generative AI Series With AWS LLMOPS
Portfolio, Resume Building & LinkedIn Profile Masterclasses
Deployment Of HuggingFace LLM Model In AWS Sagemaker, GENAI App Using NVIDIA
Case Studies, Scenario Based Questions, Assignments, Mock Test & Code Tests
Software Development with Agile (Scrum) Project Management Approach and Use of JIRA
It’s a marathon, not a sprint!!

Class Schedules

Friday, Saturday & Tuesday
9:00 PM - 11:00 PM

Meet Your Mentors

Nure Siddiq

Nure Siddiq

Senior Eng. Manager at Optimizely

Cloud Architecture
AWS, Data Engineering & MLOPs
Pratik Saha

Pratik Saha

Engineering Manager at Optimizely

Infrastructure & Automation
Cloud technologies & DevOps

Course Modules

Who is eligible for this course?

Completely Beginner in DevOps but You Don’t Want to Feel Like a Beginner
Who wants to start a career as a DevOps Engineer
DevOps Engineers
Software Developers
Support & Test Engineers / QA
Network Engineers
Cloud Engineers
Systems Administrators

Learning Roadmap

Phase 1: DevOps Fundamentals

Master core DevOps concepts and practices

Linux Administration

1 week
Shell Scripting
System Administration
Networking

Version Control

1 week
Git & GitHub
Branching Strategies
Collaboration

Scripting, Computer Networks

2 weeks
Python
Bash, PowerShell
Networking

Phase 2: Continuous Integration

Build robust CI pipelines

CI Fundamentals

2 weeks
Jenkins
GitLab CI
GitHub Actions

Testing Automation

1 week
Unit Testing
Integration Testing
Test Automation

Cloud Services

1 week
AWS
EC2, S3, ECS, ECR
GCP, Azure

Phase 3: Container & Orchestration

Master containerization and orchestration

Containerization

2 weeks
Docker
Container Security
Image Optimization

Kubernetes

2 weeks
Cluster Management
Deployments
Service Mesh

Container Security

1 week
Image Scanning
Runtime Security
Policy Management

Phase 4: Infrastructure & Cloud

Implement cloud-native infrastructure

Infrastructure as Code

2 weeks
Terraform
CloudFormation
Ansible

Monitoring & Logging

1 week
Prometheus
Grafana
ELK Stack

MLOps

1 week
ML & Deep Learning
LLM, HuggingFace
Sagemaker, NVIDIA

Phase 5: Job Preperation

Scrum, Agile, Resume, LinkedIn

Scrum (Agile) Methodology

Last week
SCRUM PMP Approach
Use of JIRA
Project under SCRUM

Profile Building

Last week
Resume
LinkedIn
GitHub Profile

Final Touch

Last week
Case Studies
Mock Interviews
Final Project Submission
৳ 28,995.00৳ 16,865.00
Live class & recordings
3-years access
Job placement support
Full access of previous batch
Full access: Python for all course
Professional English Communication
Lifetime access to community