Artificial Intelligence Deployment Through Cloud Computing
This course is designed to provide you with all the information you need to leverage data to design, build, train, deploy, and manage Artificial Intelligence (AI) models through Cloud Computing based on Machine Learning techniques.
Description
Artificial Intelligence offers the chance to change the way in which organisations do business. Heightened by the arrival of cloud computing and multicore machines making it easier to process, query, and visualise such massive data in search of hidden patterns. Yet despite the benefits it offers, automating the AI models developed as a part of the analytics process remains one of the greatest challenges today. This course is designed to provide you with all the information you need to leverage data to design, build, train, deploy, and manage (AI) models through Cloud Computing based on Machine Learning techniques. This is a hands-on, highly practical course, aimed at helping participants to enhance their numerate capabilities by delving into cloud-based AI solutions for industry-specific problems.
2023 Online Platform and Software Requirements
Computer with video camera, speakers and microphone
Stable internet connection
Mains power
Teams
2023 Prior knowledge
There are no pre-requisites for this course
2023 Topics
Introduction to AI:
Introduction to cloud computing:
Challenges in deploying.
AI design
2023 Course goals and outcomes
Understand the concept of AI and how it can accelerate business transformation by contributing to improving business capabilities and business functions, as well as define areas to implement AI.
Understand the advantages of Cloud Computing, explore available Machine Learning techniques on AWS/Microsoft Azure platforms, and become proactive in selecting and working on these platforms.
Understand what it takes to build AI models in the Cloud and the challenges of deploying AI models.
Understand how data is loaded on to Cloud storage services and how predictive models can be built on AWS/Microsoft Azure platforms.
How to deploy AI-based models in the Cloud.
2023 Audience
Specialist OR analysts, managers, and any other stakeholders who are responsible or interested in AI deployment in the cloud.
2023 Learning objectives
As AI becomes more and more part of our working lives this course will provide you with the tools to leverage data to design, build, train, deploy, and manage Artificial Intelligence (AI) models through Cloud Computing based on Machine Learning techniques.
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2023 Employer benefits
Operational research analysts, business analysts, operational researchers, business and management consultants, data scientists