MLOps Course in Hyderabad
Productionize ML systems
The MLOps course at GloryTecks runs 4 months and covers Introduction to MLOps, Python for MLOps, Machine Learning Fundamentals and Version Control & Collaboration, plus 10 more syllabus sections, with 5 hands-on projects and tools including Python, Jupyter Notebook, Git and GitHub. It is taught in classroom batches at the GloryTecks centre in Ameerpet, Hyderabad, and in live online batches.
Syllabus
Introduction to MLOps
- •What is MLOps
- •ML Lifecycle Overview
- •MLOps vs DevOps
- •Challenges in ML Production
Python for MLOps
- •Python for Automation
- •Data Processing Pipelines
- •Working with APIs
- •Logging & Exception Handling
Machine Learning Fundamentals
- •ML Workflow Overview
- •Model Training & Evaluation
- •Feature Engineering Basics
- •Model Validation Techniques
Version Control & Collaboration
- •Git Fundamentals
- •GitHub Workflow
- •Branching & Collaboration
- •Experiment Tracking Basics
ML Pipelines & Workflow Automation
- •Data Pipelines
- •Training Pipelines
- •Workflow Automation
- •Pipeline Orchestration Concepts
Experiment Tracking & Model Management
- •MLflow Basics
- •Experiment Tracking
- •Model Registry
- •Model Versioning
Model Deployment
- •Model Serialization (Pickle, Joblib)
- •REST APIs with Flask / FastAPI
- •Batch vs Real-time Inference
- •Deployment Strategies
Containerization & Virtualization
- •Docker Basics
- •Docker Images & Containers
- •Dockerizing ML Applications
- •Docker Compose Basics
Kubernetes for MLOps
- •Kubernetes Fundamentals
- •Pods & Services
- •Deploying ML Models on Kubernetes
- •Scaling ML Applications
Cloud MLOps Platforms
- •MLOps on AWS
- •MLOps on Microsoft Azure
- •MLOps on Google Cloud
- •Cloud-based Model Deployment
CI/CD for Machine Learning
- •CI/CD Fundamentals
- •Automated Model Deployment
- •Testing ML Pipelines
- •Continuous Training (CT)
Model Monitoring & Maintenance
- •Model Drift Detection
- •Performance Monitoring
- •Logging & Alerts
- •Retraining Pipelines
Security & Governance
- •Data Security Basics
- •Access Management
- •Responsible AI Practices
- •Compliance & Governance
Advanced MLOps Concepts
- •Feature Stores
- •Distributed Training Basics
- •AutoML Concepts
- •Scalable ML Systems
Tools Covered
Projects Included
- End-to-End ML Pipeline
- Model Registry & Versioning
- Dockerized ML API
- Kubernetes Deployment
- CI/CD ML Workflow
Start Your Journey Today
Interested in MLOps? Fill in your details and we'll get back to you.
Call: +91 9908099980Prerequisites & Eligibility
Understand the foundation and skills needed to succeed in the MLOps course.
Course Prerequisites
- Any graduate is eligible for enrollment across all program tracks
- Dedication to work on real-time scenario projects and live client project implementations
- Willingness to engage in aptitude, soft skills and interview readiness sessions
- Commitment to complete full-day training or intensive/internship program schedules
Why Choose GloryTecks
Build practical capabilities through structured learning, expert mentors and hands-on projects.
5+ Years of Excellence
Established training institute in Hyderabad with a proven track record of producing industry-ready professionals.
Expert Faculty
Learn from trainers with real-world industry experience, who teach the way the work is actually done.
Placement Assistance
A dedicated placement team with tie-ups across hiring companies. We support you until you get hired.
Comprehensive Curriculum
Updated syllabus covering the latest technologies and industry best practices, with hands-on projects.
Career Growth Focus
Not just training, but complete career transformation with soft skills and interview preparation.
Online & Classroom
Attend live online batches or classroom training at our Ameerpet centre, whichever suits you.
Flexible Batches
Weekday, weekend and online batch timings to suit working professionals, students and freshers.
Real-time Projects
Work on real-time scenario projects so you finish with practical experience to show employers.
We provide placement support with direct access to hiring companies, along with comprehensive training that helps freshers become job-ready professionals.
Certification
Explore certification and practical learning opportunities with a focus on MLOps.
Certificate of Completion
MLOps
This certifies that
[Your Name]
has successfully completed the
MLOps
Training Program
GloryTecks
Ameerpet, Hyderabad
Certificate ID
GT-YYYY-XXXX
Certificate Includes
- Course completion certificate from GloryTecks
- Project completion certificates
- Internship completion certificate for eligible internship programs
- Digital certificate with a unique verification ID
- Shareable on LinkedIn and other professional platforms
- Valid proof of skill acquisition for employers
- Includes the detailed syllabus covered
Industry Focus
A certificate built around the tools and skills employers ask for, adding credibility to your resume.
Skill Validation
Proves your expertise in the course and the technologies you worked with.
Career Advancement
Strengthens your profile when you apply for jobs and negotiate your salary.
Digital & Physical
Get a digital certificate for online sharing and a physical copy for framing.
Course Certificate
Upon successful completion of the training program
Project Certificate
For major projects completed during training
Course Features & Highlights
Build a strong foundation through a structured MLOps course with practical learning and hands-on exposure.
Live Projects
Work on real-world projects from day one with industry use cases.
Expert Trainers
Learn from industry professionals with real-world experience.
Placement Support
Dedicated placement team with assistance until you get hired.
Industry Certification
Get certified and boost your resume with recognized credentials.
LMS Access
Access to learning materials and recorded sessions.
Mock Interviews
Weekly mock interviews to prepare you for real job scenarios.
Resume Building
Professional resume preparation and LinkedIn profile optimization.
Additional Benefits
- Flexible Payment Plans
- 6-12 Months LMS Access
- Doubt Clearing Sessions
- 24/7 Learning Support
Frequently asked questions
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Best MLOps Training in
Ameerpet, Hyderabad
Located at Ameerpet — Hyderabad’s IT training hub. Easily accessible from all areas of Hyderabad. Just 2 minutes walk from Ameerpet Metro Station.
Placement Support
100% placement assistance with 500+ hiring partners. Mock interviews, resume building, and career mentorship included.
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Free guides on MLOps
Written by the same trainers who teach the course.