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Course Details

Server Management and Automation With Placement

🎯 MasterTech Pro: Cloud, DevSecOps & Machine Learning with Python DSA

Instructor: Rajibul Islam

Created: 13 Feb, 2025

Courses Descriptions

📘 Course Description

From zero to job-ready, this course is designed with a project-driven and hands-on approach to ensure real-world exposure. You'll master cloud platforms like AWS & Azure, automate workflows with DevSecOps, create intelligent models using Machine Learning, and crack interviews with DSA in Python.

By the end of the program, you'll have worked on real-world projects, built a strong portfolio, and gained the confidence to tackle tech interviews and secure top-paying roles in tech. 

 

📚 Module-Wise Curriculum (in Sequence)

📦 Module 1: Cloud Computing with AWS

Duration: 1.5 Months | 24 Classes (48 Hours)

  • AWS Core Services: EC2, S3, IAM, RDS, EBS

  • Networking: VPC, Route 53, Load Balancer

  • Serverless: Lambda, API Gateway, DynamoDB

  • Monitoring: CloudWatch, CloudTrail, AWS Config

  • AWS DevOps Tools: CodeBuild, CodeDeploy, CodePipeline

  • Real-Time Project: Host a Scalable Web App on AWS

  • Certification Prep: AWS Cloud Practitioner / Architect Associate

⚙️ Module 2: DevOps + DevSecOps Tools

Duration: 1.5 Months | 24 Classes (48 Hours)

  • DevOps Overview & Lifecycle

  • Version Control: Git & GitHub

  • CI/CD: Jenkins, Maven

  • Code Quality: SonarQube

  • Project Management: Jira

  • Configuration Management: Ansible

  • Containerization: Docker

  • Orchestration: Kubernetes

  • IaC: Terraform

  • Security: SAST/DAST Integration

  • Real-Time Project: Secure CI/CD Pipeline with GitHub & Jenkins

🤖 Module 3: Machine Learning with Python

Duration: 1 Month | 16 Classes (32 Hours)

  • Python for ML: Numpy, Pandas, Matplotlib

  • Supervised & Unsupervised Learning

  • Classification, Regression, Clustering

  • Model Evaluation, Tuning

  • ML Projects: Sentiment Analysis, Stock Prediction

  • Deployment of ML Models (Optional: Flask + AWS/Azure)

🐍 Module 4: Python + Data Structures & Algorithms (DSA)

Duration: 1 Month | 16 Classes (32 Hours)

  • Python Programming Basics & OOPs

  • DSA Concepts: Arrays, Strings, Linked Lists

  • Stacks, Queues, Trees, Graphs

  • Recursion, Sorting, Searching

  • Time/Space Complexity

  • Problem Solving Practice (Leetcode-style)

  • Interview Preparation & Coding Challenges

💼 Total Training Hours: 160 Hours (80 Classes)

  • Month 1: AWS (48 hrs)

  • Month 2: AWS + DevOps

  • Month 3: DevOps (48 hrs)

  • Month 4: Machine Learning (32 hrs)

  • Month 5: Python + DSA (32 hrs) 

💼 Why Choose MasterTech Pro?

✅ All-in-One Course: Cloud, DevOps, ML & DSA
✅ Real-Time Projects + Hands-On Practice
✅ Interview-Focused Coding Preparation
✅ Learn Industry Tools (Jenkins, Git, Docker, Jira & more)
✅ Globally Recognized Certifications.

 

AWS Core Services: EC2, S3, IAM, RDS, EBS
10:00:00
Networking: VPC, Route 53, Load Balancer
52:00:00
Serverless: Lambda, API Gateway, DynamoDB
10:00:00

Overview DevOps Overview & Lifecycle
10:00:00
Version Control: Git & GitHub ( VCS )
52:00:00
Overview Containerization: Docker
10:00:00

Overview Python for ML
10:00:00
Supervised & Unsupervised Learning
52:00:00
Classification, Regression, Clustering
10:00:00

Instructor

Rajibul Islam

Cloud Engineer

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3 Courses

0 Students

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Courses Includes:

  • Price : ₹60,000.00
  • Instructor : Rajibul Islam
  • Durations : 160 Hour
  • Lessons : 80
  • Students : 0
  • Language : English
  • Level : Expert Level
  • Certifications : Yes
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