Foundation of Cloud IoT Edge ML

via Swayam

Overview

About the Course: Dive into the revolution of computing models with the "Foundation of Cloud IoT Edge ML" course. This transformative learning journey is tailored to unravel the complexities of Internet of Things (IoT), cloud computing, machine learning (ML), and embedded technologies, which are amalgamating to form the groundbreaking Edge Computing paradigm. Witness the evolution of computing from edge to cloud, crafted to give you a thorough comprehension of these pivotal technologies that fuel the Edge Computing framework. Explore the burgeoning applications of IoT, including augmented reality and self-driving cars, which demand swift, computation-heavy processing of vast data from widespread users in real-time.

Despite cloud computing's triumphs in facilitating high-performance computing, its limitations in quality of service (QoS) for time-sensitive tasks and high energy consumption have curtailed the progress of such IoT applications. Here, Edge Computing steps in as a vital extension, enhancing QoS for these urgent applications by integrating computing and network resources between data sources and cloud datacenters.

Our course delves deep into the terminologies, core concepts, and mechanisms foundational to Cloud-IoT-Edge dynamics, applications, and systems. It introduces start-of-the-art IoT, wireless networks, edge and virtualization technologies, alongside recent advancements in computer hardware for artificial intelligence (AI), spatial localization, detection, and tensor processing units for swift, cost-effective AI solutions. Through these discussions, we shine a light on various applications of Cloud-IoT-Edge in machine learning, deep learning, and beyond.

Designed for undergraduates, postgraduates, engineers, and scientists from varied fields, this course is a gateway to mastering the novel techniques and applications of Cloud-IoT-Edge. Intended Audience: CSE, ECE, EE. Prerequisites: Basics of Computer Architecture and Organization, Networking. Industry Support: Highly beneficial for IT industries. Provided by: Swayam. Categories: Machine Learning Courses, Internet of Things Courses.