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Coursera

About the Program

Post Graduate Certificate in Data Science & Machine Learning

Program Details

Duration: 6 months
Program Coordinator: Prof. Gaurav Dixit, Center for AI & Data Science
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About



This program builds a solid foundation in Data Science & Analytics by covering industry standard tools and techniques through a practical, industry-oriented curriculum. You’ll learn competencies in the core focus areas of Data Science, Machine Learning, Mathematics, and Data Visualisation. This program assumes no prior knowledge of coding in Python or R and begins with basic principles.
By the end of the six-month program, you will have a solid understanding of techniques critical in performing Data Analytics and will be able to create analytical models using real-life data that delivers invaluable insights for your business and career.
No prior coding experience is required to successfully complete this program.



About the Program

Post Graduate Certificate in Machine Learning and Artificial Intelligence

Program Details

Duration: 6 months
Program Coordinator: Prof. Partha Pratim Roy, Dept. of Computer Science Engineering
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Artificial Intelligence (AI) and related technologies are revolutionising everyday life around the world. Given the increasing adoption of AI and Deep Learning (DL) innovations across industries—such as Alexa, Siri, humanoids, and chatbots—there is a growing demand for AI talent across industries. Those aspiring to build a career in AI and DL can get a head-start with this advanced certificate.
Faculty members from various departments at IIT Roorkee are actively engaged in teaching and research in the areas of AI, Data Analytics and Machine learning.
In this six-month comprehensive program, you will leverage the research capabilities of IIT Roorkee to enhance your expertise in deep learning techniques and its applications in AI, and equip yourself with cutting edge skills to steadfastly move ahead in this fast evolving domain. The program involves a learning process of focussed lectures, hands-on labs, team projects, and tutorials to ensure fast-track learning.



About the Program

Post Graduate Certificate in 5G Technology & IoT

Program Details

Duration: 6 months
Program Coordinator: Prof. Meenakshi Rawat, Dept. of Electronics & Communications Engineering
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With this program, you’ll build a comprehensive understanding of the underlying principles of advanced communication as they pertain to fifth-generation (5G) wireless communication in the 3rd Generation Partnership Project (3GPP). You’ll focus on key aspects of 5G and beyond while exploring 5G challenges for software-defined radios, optical communication for IoT applications, mining techniques for IoT and smart cities, and advanced signal processing aspects such as compressive sensing and sparse recovery.
This program is ideal for communication industry professionals who want to understand various aspects of advanced communication systems and develop the software and hardware skills necessary to implement them. You’ll develop in-demand skills and experience through case studies as you build essential software skills with expert faculty feedback and support. This program is the culmination of communication and signal processing research and industrial training activities in the Department of Electronics and Communication Engineering.
In this six-month program, you’ll explore the building blocks of advanced communication along with advanced industrial applications. The course features a combination of theoretical background building and hands-on design laboratories. You’ll develop experience through case studies and build essential software skills with mentor supervision and support.



About the Program

Post Graduate Certificate in VLSI Design

Program Details

Duration: 6 months
Program Coordinator: Prof. Sudeb Dasgupta, Dept. of Electronics & Communications Engineering
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With worldwide semiconductor revenue reaching $450 Billion in 2020, there is a need to design and produce highly efficient and specialized chips. The Post Graduate Certificate in VLSI Design enables professionals to develop VLSI chip designing capabilities that can power new-age technologies like AI, IoT, VR, mobility, cloud, and analytics.
The Department of Electronics Engineering at IIT Roorkee, with its pioneering and ongoing research and training in Microelectronics and VLSI, is ideally positioned to offer this program. The programme is ideal for VLSI industry professionals who want to leverage expertise of modern tools and technologies.
This six-month programme is delivered in a unique experiential learning process of interactive online sessions by IIT Roorkee, starting from essential theoretical foundations to learning how to apply them in the real world effectively. This is accompanied by laboratory exercises using VLSI tools and boards, mentor support, and case studies to ensure fast-track learning.



About the Program

Post Graduate Certificate in Machine Learning for Finance

Program Details

Duration: 6 months
Program Coordinator: Prof. Abhinava Tripathi, Dept. of Management Studies, and Prof. Gaurav Dixit, Center for AI & Data Science
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About



The rise of AI and machine learning has radically transformed the Financial services industry to its unrecognizable features today in contrast to that only a decade ago. The conventional technologies, rules, strategies and way of doing business stand at a considerable disadvantage and are becoming extinct rapidly. Over the next few decades, machine-learning and AI will transform not only the finance industry but also other industries that borrow significantly from finance. This program has been carefully designed to help analysts, traders, brokers, consultants and other industry professionals who are either currently exposed to, or foresee artificial intelligence, machine-learning and data science proliferate their work environment.
This program aims to demonstrate the applications of AI-based models in the finance domain. This includes the application of python programming in solving real-life wealth management problems to improve investment decisions with AI. We help you build foundations on relevant Python skills and knowledge of AI & Machine Learning and also impart the concepts pertaining to core Finance topics including corporate finance, banking, and investment management.and give . We help you learn how to apply the acquired skills and knowledge through hands-on demonstration on selected use cases.
The program will start with an overview of Machine Learning and its application in the industry and will go on to build concepts such as supervised learning, unsupervised learning, reinforcement learning, natural language processing (NLP), artificial neural networks to name a few. The participants will be walked through a blueprint for solving AI and ML problems. This will be followed by practical applications in finance such as banking and credit scoring applications, algorithmic trading, wealth management, sentiment analysis, etc.



About COURSERA

Coursera envisions a world where anyone, anywhere has the power to transform their life through learning.

It is a global online learning platform that offers anyone, anywhere, access to online courses and degrees from leading universities and companies. Coursera partners with more than 200 leading universities and companies to bring flexible, affordable, job-relevant online learning to individuals and organizations worldwide. The platform offers a range of learning opportunities—from hands-on projects and courses to job-ready certificates and degree programs.

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