Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Architecting Intelligent Platforms

Conf42 via YouTube

Overview

AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off your first 3 months — limited time.
Unlock All Certificates
Explore the evolution of cloud architecture and machine learning integration in this 18-minute conference talk from Conf42 ML 2025. Discover how cloud platforms have transformed and learn about essential machine learning frameworks designed for cloud environments. Examine governance strategies crucial for successful machine learning implementation, including a detailed healthcare use case that demonstrates practical applications. Understand different types of machine learning approaches and their value creation potential within organizational contexts. Assess organizational readiness factors and identify common implementation challenges that teams face when integrating machine learning into existing systems. Learn actionable steps to achieve effective machine learning integration and gain insights into building intelligent platforms that leverage cloud infrastructure for scalable AI solutions.

Syllabus

00:00 Introduction and Welcome
00:47 Evolution of Cloud Architecture
03:22 Machine Learning Frameworks for Cloud
05:21 Governance for Successful Machine Learning
06:46 Healthcare Use Case
08:17 Machine Learning Value Creation
09:48 Types of Machine Learning
11:45 Organizational Readiness
13:31 Implementation Challenges
15:54 Steps to Achieve Machine Learning Integration
17:05 Conclusion and Final Thoughts

Taught by

Conf42

Reviews

Start your review of Architecting Intelligent Platforms

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.