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Cloud MLOps with AWS and CI/CD

Accelerate your Career

Learn Cloud MLOps with AWS and CI/CD pipelines. Automate ML workflows, deploy models at scale, and master production-ready machine learning systems.

10 Modules
with Certifications
8:00 Hours
of Recorded Content
0.0 Ratings
by 1955 Learners
English
Language
Paid Course
Get this Course @ ₹4,999
1955 enrolled in this course

Cloud MLOps with AWS and CI/CD

A practical program that converts ML prototypes into resilient, reproducible, and monitored production systems using AWS and modern DevOps practices. Leverages modules from the table such as AWS Sagemaker, Machine Learning, GITHUB Actions, Sagemaker Projects for MLOps, and CI CD Deployment.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

AWS fundamentals and account setup.

No items available.

M2

Serverless inference with Lambda and API Gateway.

No items available.

M3

Monitoring, drift detection, and alerting.

No items available.

M4

CI/CD with GitHub Actions and SageMaker Projects.

No items available.

M5

Model registry, packaging, and containerization.

No items available.

M6

Building training pipelines and processors.

No items available.

M7

SageMaker basics and built-in algorithms.

No items available.

M8

Data storage patterns (S3, RDS, DynamoDB).

No items available.

M9

IAM, security, and budgets for ML workloads.

No items available.

M10

End-to-end MLOps capstone and governance.

No items available.

Capstone Project

Cloud MLOps with AWS and CI/CD

Apply your knowledge by building production-ready ML pipelines with AWS SageMaker, CI/CD automation, and infrastructure-as-code.

Vehicle Insurance Claim Fraud Prediction
PROJECT

Vehicle Insurance Claim Fraud Prediction

Build a full ML pipeline on SageMaker with CI/CD automation for fraud detection.

Census Income Prediction with CI/CD
PROJECT

Census Income Prediction with CI/CD

Automate retraining and deployment pipelines for income prediction models.

Stock Price Prediction Deployment
PROJECT

Stock Price Prediction Deployment

Implement scheduled training, model registry, and endpoint autoscaling for stock prediction.

Production ML Pipeline Capstone
CAPSTONE

Production ML Pipeline

Design a complete production ML pipeline with infra-as-code, monitoring, and rollback strategy.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

AWS SageMaker
AWS Lambda
AWS S3
AWS RDS / DynamoDB
AWS ECR / EKS
Terraform
Docker
GitHub Actions
MLflow / SageMaker Model Registry
Python
Scikit-learn
PyTorch
Prometheus
Grafana
CloudWatch
AWS CodePipeline

Course Stats

₹14.2 LPA

Average Salary

₹42 LPA

Highest Salary

94%

Salary Hike

10,500+

Job Vacancies

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
Award 1
VERIFIED STUDENT REVIEWS

What Our Students Say

See how Pantech courses accelerated career transitions across India.

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

Will I need an AWS account?

Yes; guidance for free-tier and cost controls provided.

Are Terraform and GitHub Actions covered?

Full modules with templates and hands-on labs included.

Is this suitable for data scientists?

Yes — designed to bridge data science and engineering.

Do you cover model monitoring?

Yes — drift detection, metrics, and alerting.

Are enterprise security practices taught?

IAM, secrets management, and least-privilege patterns included.

Placement assistance?

Interview kits and employer introductions available.

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