Course Includes:
- Price: FREE
- Enrolled: 2030 students
- Language: English
- Certificate: Yes
- Difficulty: Beginner
Coupon verified 02:31 PM (updated every 10 min)
Course Folder
What You'll Learn
- Execute fine-tuning workflows in Gen AI Model Engineering to build custom AI models using evaluation frameworks and modern AI & machine learning techniques.,Implement AI Model Engineering deployment strategies with scalable infrastructure
- and monitoring systems.,Discover AI engineering best practices for deploying AI models with minimal engineering overhead in modern cloud-based AI systems.,Understand the AI engineering lifecycle
- from data preparation to deployment
- monitoring
- and continuous model improvement.,Build AI engineering maintenance pipelines with automated scheduling
- and performance tracking for reliable AI models.,Apply advanced GenAI deployment patterns to develop scalable applications using modern AI engineering workflows.
Requirements
- Advanced Python programming and hands-on experience with ML frameworks used in AI/ML engineering and AI model development.,Experience with cloud platforms
- containers
- and deployment pipelines for scalable AI engineering workflows.,Strong understanding of AI model training
- evaluation frameworks
- and performance optimization.,Knowledge of production system architecture and best practices for deploying AI models in real-world applications.
Description
Are you frustrated with generic AI models that fail to understand your domain-specific or business requirements? You’re not alone. Many organisations struggle to move beyond demo-level AI prototypes to production-grade generative AI systems that deliver consistent and measurable business value.
This course is designed to bridge that gap, transforming you into a GenAI production engineer capable of building, scaling, and maintaining enterprise-ready generative AI applications.
Throughout the course, you will gain hands-on experience fine-tuning foundation models for domain-specific tasks, implementing scalable AI deployment architectures, and integrating safety, monitoring, and performance frameworks into real production pipelines.
You will also explore advanced techniques such as parameter-efficient fine-tuning (PEFT), retrieval-augmented generation (RAG), and robust model evaluation strategies. Additionally, you will learn to design and manage infrastructure that supports continuous learning, automated retraining, model monitoring, and high-availability AI systems for enterprise workloads.
By the end of this course, you will be able to manage the complete generative AI lifecycle from custom model development to secure deployment, scalability, and long-term maintenance.
This course goes beyond building simple chatbot demos. It focuses on creating reliable, secure, and high-performance GenAI systems that drive real business outcomes.
Join the next generation of AI engineers building mission-critical generative AI solutions for modern enterprises and become the production-ready GenAI specialist every organisation needs.
Who this course is for:
- ML Engineers specializing in production AI systems who want to strengthen their expertise in AI Model Engineering and scalable AI ML engineering workflows.,DevOps Engineers responsible for AI engineering deployments
- model monitoring
- and implementing best practices for deploying AI models in production environments.,Platform Engineers building AI infrastructure and AI engineering platforms to support Gen AI Model Engineering and large-scale AI model applications.,Technical Architects designing scalable AI systems
- defining the AI engineering roadmap
- and selecting the right AI models and foundation model architectures.
Recommended Courses
Sustainable Innovation with AI: Master GenAI for Change 2026
FREE
Use AI‑driven insights to create sustainable innovation, improve efficiency, and support ESG and CSR goals.
Enrolled
Generative AI Prompt Engineering Certification Course
FREE
Comprehensive prompt engineering roadmap covering ChatGPT, tools, techniques, and real-world Gen AI use cases.
Enrolled
Mastering Endpoint Security Management
FREE
Learn EDR, Zero Trust, and insider threat detection with real-world cybersecurity techniques
Enrolled
The Complete Microsoft Excel Course: Master All Levels
FREE
Learn Excel the smart way — automate tasks, analyze data, and make informed business decisions.
Enrolled
Build 13 Projects with PHP MySQL Bootstrap and PDO
FREE
Build Amazing Projects with PHP MySQL Bootstrap and PDO and Take your Web Development Skills to the Next Level
Enrolled
Microsoft Excel: Data Analysis, Management and Visualization
FREE
Become an Excel expert! From basic spreadsheets to advanced data analysis, automation, and dashboards.
Enrolled
Market Research: Dekker's Complete Marketing Research Course
FREE
Marketing Analytics, Competitor Benchmarking, CRO, Descriptive, Exploratory, and Causal Research, Customer Journey Map
Enrolled
Microsoft VBA Excel Automation: Reports, Dashboards and Task
FREE
Use Microsoft VBA To Automate Excel Reports, Dashboards, and Workflows.
Enrolled
Accounting to Valuation: Real-World Financial Modeling
FREE
Financial statements, ratio analysis, Excel modeling, DCF valuation & scenario analysis
EnrolledPrevious Courses
Salesforce Fundamentals : A Complete Guide for Beginners
FREE
Salesforce Completely Beginners Course. Everything You Need to Know to Start Using Salesforce Today
Enrolled
Python & Java: Master Backend & Frontend Web Developments
FREE
Become a Full-Stack Developer: Master Backend and Frontend Web Development Using Python and Java
Enrolled
ReactJs - The Complete ReactJs Course For Beginners
FREE
Learn Core Concepts of ReactJs and Build ReactJs Application. Also Learn ReactJs ES6
Enrolled
Essential Excel With Tips Trick Shortcuts and Job Success
FREE
Master Advanced Excel Formulas. Solve Complex Problems. Learn Advanced Excel Skills to Save Time & Impress
Enrolled
Financial Markets & Capital Markets Professional Course 2026
FREE
Master fixed income, bond investing, financial math, yield curves, and derivatives in global financial markets
Enrolled
Active Listening: The Key to Professional Communication 2026
FREE
Learn how to practice active listening, improve workplace communication, and apply effective listening techniques for be
Enrolled
Data Visualization: Advanced Storytelling for Sales Success
FREE
Advance your data visualization skills using practical analysis and storytelling techniques to maximize sales and ROI.
Enrolled
The Complete Commercial Credit and Risk Analysis Course 2026
FREE
Learn commercial lending, financial statement analysis, and credit risk evaluation step-by-step.
Enrolled
Entrepreneurial Guide to AI Strategy for Business Leaders
FREE
Design AI strategies, governance models, and planning frameworks to drive digital transformation and business growth.
Enrolled