Azure MLOPS Masterclass

Build your expertise into Machine Learning Operations (MLOps) from model development to deployment and scaling

*Based on feedback received from 200+ participants

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Build your expertise in to Machine Learning Operations (MLOps) from model development to deployment and scaling

The “Azure MLOPS” training program is an immersive journey into the realm of Machine Learning Operations (MLOps) powered by Microsoft Azure.

*Limited offer seats available. Claim yours now

Programme Overview

This comprehensive course is designed to equip participants with the knowledge and practical skills needed to effectively manage the end-to-end machine learning lifecycle, from model development to deployment and scaling.

Azure Fundamentals and Machine Learning - The course begins by introducing Azure as a cloud platform and explores its machine learning services. Participants will learn to set up Azure environments, workspaces, and datasets. They will delve into model development, hyperparameter tuning, and explore various deployment options within Azure.
Advanced Azure MLOPS and Kubernetes delves deeper into advanced topics. Participants will explore Azure Container Instances (ACI) and Azure Kubernetes Service (AKS) for model deployment and scaling. Kubernetes, a key framework for scalability, will be thoroughly covered. The course also addresses the critical aspects of handling concurrent requests and load balancing in MLOps environments.
Advanced Azure services like Azure Databricks and Azure Functions - Participants will learn to implement Azure Logic Apps and explore best practices in Azure MLOps. The culmination of the course is a capstone project, where participants apply their acquired knowledge to an end-to-end Azure MLOps project.

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Hours of Live and Face-to-Face Learning

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Past Learners

Days of live In-person learning

Who is this Programme for?

Prerequisites:

While no prior experience in MLOps is required, a basic familiarity with machine learning concepts, Azure fundamentals, and Python programming is beneficial. Participants should have access to a computer with Azure and required software configurations. By the end of this training, participants will be well-versed in Azure MLOps, proficient in Kubernetes, and capable of orchestrating and managing machine learning pipelines and deployments on Microsoft Azure—an invaluable skill set for businesses harnessing the power of AI and machine learning.

Programme Highlights

75+ Hours of Live and Face-to-Face Learning

Mini Projects to design, build, deploy, and scale AI/ML models

Advanced Use cases on Azure Databricks

Emerging trends on Azure Container Instances (ACI)

Real-world scenarios on Azure Kubernetes Service (AKS)

Implement Azure Logic Apps

Best practices in Azure MLOps

Capstone Project - End-to- End Azure MLOPS Project

Learning Outcomes

Enhance your MLOps skills and efficiency.

Building CI/CD Pipelines for ML

Azure Kubernetes Service (AKS) for Model Deployment

Kubernetes in MLOps Pipelines

Azure Databricks for Big Data Analytics

AzureFunctions forServerless Computing

Gen AI for Business Leaders Club

Upon completion of the Gen AI for Business Leaders programme, participants can register with a one-time registration fee of INR 5,000 + GST to receive the prestigious Gen AI for Business Leaders Club .

Be part of a huge network with fellow leaders and build a community of practice.
Time to time update on the new versions/tools/researches/projects
Complete discount of 30% for any upcoming program by Kpiladder
Lifelong access to the recording of the webinar
10% group discount on the fee for referring participants (minimum group of Three)

Programme Modules

Introduction to MS Azure and Azure Machine Learning

Azure Machine Learning Workspace

Azure Machine Learning Model Development

Azure DevOps for ML

Model Deployment in Azure

Azure Container Instances (ACI)

Kubernetes for Scaling Solutions

Kubernetes for MLOps

Managing Concurrent Requests

Azure ML Ops Best Practices

Advanced Azure Services for MLOps

Capstone Project - End-to- End Azure MLOPS Project

Course Conclusion and Q&A

Angoelal .P

2024-08-12

I loved the 2 days session , I learned a lot about Microsoft Power BI and how I can use it in my business . You presented very informative and had a lot of patience . These training sessions are sessions you must not miss . So go and learn with mister Swarna about Microsoft Power BI ,YOU will NOT regret it

Prashant Gautam

2024-04-01

I had the pleasure of participating in KPI Ladder's custom-crafted training courses and workshops, and I must say, they exceeded all my expectations. The team at KPI Ladder demonstrated a deep understanding of individual's needs and tailored their programs accordingly. Not only were the courses highly informative, but they were also engaging and interactive, making learning both enjoyable and effective. The trainers were experts in their fields, delivering content with clarity and enthusiasm. Moreover, the practical exercises and case studies provided valuable insights that I could immediately apply to my work. I highly recommend KPI Ladder to any organization seeking top-notch training solutions to drive success

Ramajeyam Sekar

2024-04-01

A decent and meticulous session conducted by the team with couple of use cases with CHATGPT and PROMPT Engineering. I find the team is excellent in demonstrating the way of exploiting the Gen AI tool for building solutions for the practical use cases in our business environment. Congratulate the team and trainer for successful completion of the programme and more transparent during training sessions and open to ideas from the participants. Well Done, Keep It Up

Ramesh Gupta

2024-03-21

Their course 'Gen AI for Business Leaders' brilliantly demystifies AI, offering practical, hands-on guidance and tailored for business leaders looking to pioneer innovation and competitive advantage in their industries. Thanks to Mr. Swarnatama Ganguly for facilitating this.

Vijaya Baskar

2024-03-21

It was a great session with a lot of insights about AI. AI is capable of every aspect of our lives today. Especially the instructor has sound knowledge in the area of AI.

Aseem Kalia

2024-03-21

Tutor's topics coverage and conceptual understanding was very convincing and sure must benefited to all the audience in their daily life.

Arif Ahmad

2024-03-20

Since, AI is the hot topic in the IT industry right now, I think everyone must attend workshops like this one, which was conducted by KPI Ladder. It was very informative. Thank you KPI consulting.

Ganesh Jagnade

2024-03-19

It was an awesome experience attending this program. The trainer for both day's session spoke eloquently. The training was so innovative, informative, and instructive, linking our minds to ideas, possibilities, and unforeseen circumstances that we face daily in projects. Few simple tips to make work efficient, like excel formulas etc. were really surprises how fast it can be with the help of few steps in AI. I enjoyed it a lot, looking for more such training in future.

Payal Chopra

2024-03-19

Excellent & very knowledgeable team ! Very good sessions on new age tools like AI / Gen AI, ML & DL where we learnt a lot ! The best part is unlike a lot of online courses, this team is very interactive and responsive. Loved the 2 day session !