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As per a report by EY along with Automation Anywhere, 16% of automation potential across industries can accelerate India’s efforts towards becoming a $5 trillion economy.
To further complement this, PwC’s 24th Annual Global CEO Survey reports that about 49% of CEOs endeavor to increase their rate of digital investment by 10% or more over the next three years. This objective to tread the path of digitalisation is also to bring out more growth. Intelligent automation, artificial intelligence, big data etc. are at the helm of this incoming wave of digitalisation, enabling businesses to offer speedy outcomes through better accuracy and further improve productivity, also leading to a vital impact on the economy.
Deploying intelligent automation streamlines processes and offers efficiencies in different business verticals. For instance, the healthcare industry is combining intelligent automation with natural language processing to make the data collection process, analysis, diagnosis and treatment a lot more consistent. In the insurance sector, the need for manual rate calculations and payments is eliminated.
Intelligence automation is transforming not only businesses but even workplaces. It is creating more employment opportunities and is pushing the workforce to offer better solutions by utilising digital tools to their fullest. This shift has also created more opportunities for substantial work for the employees, leading to better output of work and more work-life balance.
IISc introduces a course on Artificial Intelligence and Autonomous Systems
To be able to make the most of this automation flux that is happening across industries, professionals need a course that can equip them to tackle the challenges that come their way. The PG Level Advanced Certification on Artificial Intelligence and Autonomous Systems is offered by IISc in association with TalentSprint. It is a comprehensive course that covers everything from data science to reinforcement learning. Studying from IISc, ranked as India’s No.1 University and Research Institute (As per NIRF 2023) will empower professionals to leave a mark in this continuously developing field of automation. IISc is also one of the first three publicly funded institutes to be given the ‘Institute of Eminence’ status. This programme will be delivered by IISc’s Centre for Continuing Education (CCE).
PG Level Advanced Certification Programme on Artificial Intelligence and Autonomous Systems | IISc
Programme Coordinator, Dr. Ambedkar Dukkipati says – “For the last few years, there’s been a revolution of data science, but there is much more to be explored in neural and robotic revolution. This requires a completely different technology called reinforcement learning and sequential decision-making, which isn’t typically covered in regular machine learning courses. That’s why we’ve designed this course, focused on autonomous systems.”
What kind of coursework can one expect in this programme?
The 9-month PG Level Advanced Certification Course on Artificial Intelligence and Autonomous Systems gives an in-depth understanding of artificial intelligence in AI systems through a thorough industry-relevant curriculum.
The curriculum for this course is thoughtfully organized into several modules, each designed to provide a comprehensive understanding of various aspects of data science and machine learning. Here’s a more detailed breakdown of the modules:
Bridge Module: This introductory section serves as a foundation for the course, ensuring that all participants have a common understanding of key concepts and terminologies in the field of data science and machine learning. It bridges the gap between various knowledge levels, ensuring everyone is on the same page.
Introduction to Data Science and Machine Learning: In this module, students dive into the fundamental principles of data science and machine learning. They gain insights into different machine learning algorithms used for predictive analytics.
Introduction to Deep Learning: Deep learning is at the forefront of AI research, and this module delves into its core concepts. They also explore popular deep learning frameworks and understand their applications in real-world scenarios.
Introduction to Sequential Decision-Making and Reinforcement Learning: This module introduces students to the exciting world of reinforcement learning. They gain insights into Markov decision processes, and explore the concept of agents learning through interaction with an environment.
Reinforcement Learning Algorithms: Learners delve deeper into various reinforcement learning algorithms and learn about value functions, policy optimization, and gain hands-on experience in implementing algorithms that enable agents to make optimal decisions in complex environments.
Application to Autonomous Systems: In the final module, learners bring together their knowledge from previous sections and apply it to autonomous systems. They understand how reinforcement learning can be used to create intelligent, self-learning systems that make decisions and take actions in real-time, from autonomous vehicles to robotics.
Prof. Shalabh Bhatnagar, Programme Faculty Member says, “Once any student has gone through this course, they will be richly equipped with tools and techniques related to things like reinforcement learning with data-driven optimisation with machine learning, deep learning, deep reinforcement learning and so forth.”
Throughout these modules, participants not only gain a theoretical understanding but also engage in practical exercises and projects, ensuring they are well-equipped to apply their knowledge in real-world scenarios. This comprehensive curriculum empowers learners to become proficient in data science, machine learning, deep learning, and reinforcement learning, making them valuable assets in the ever-evolving field of AI and automation.
What is the learning format for this programme?
The Course on Artificial Intelligence and Autonomous Systems will be delivered through a high-impact format which will be replete with:
100% Live interactive sessions with esteemed faculty from IISc
Through use cases and capstone projects, professionals will get to make the most out of experiential learning
What’s even better is that they get to experience the IISc campus in all its glory through two campus visits at the start and the end of the cohort.
Learners also get to access digital content for 24×7 learning anytime, anywhere
Here’s why some professionals wish to pursue this programme:
“As an R&D engineer, I am expected to have an in-depth knowledge of data processing and neural networks. This course on AI for autonomous systems will also provide me with an understanding of Machine Learning algorithms.” – Prakash, Senior Staff Research and Development Engineer at an Indian tech giant.
“As an AI enthusiast, I hope to develop autonomous devices to assist in the cultivation of our agricultural lands. This course will assist me in implementing concepts spanning from weed eradication, pesticide spraying to irrigation. The majority will support the objective of increasing employment in the agricultural sector.” – Shekhar, Software Engineering Manager at a mobile solutions conglomerate.
“My present position involves working on projects involving autonomous vehicles. This course would allow me to deepen my understanding of autonomous system design and facilitate the completion of many related projects.” says Snehal, Senior Lead Data Scientist, with 15+ years of experience.
Professionals from a wide spectrum of industries, including automotive, computing solutions, IT, gaming, BFSI, infrastructure, and mobile application development, have embraced this program. Furthermore, learners have the unique opportunity to collaborate with a diverse group of professionals, spanning roles such as software engineers, R&D engineers, software managers, data engineers, data scientists, and more, boasting experience ranging from 1+ year to over 15 years. This diversity enriches the learning sessions with constructive debates and discussions.
How can this program reshape the career paths of professionals?
This program empowers participants to develop cutting-edge automation systems with exceptional performance.
Professionals can also venture into emerging roles deeply embedded in autonomous systems expertise.
Across various sectors such as healthcare, manufacturing, and retail, participants will have the capability to actively engage in intelligent automation initiatives.
Professionals will be able to shift to new roles that require expertise in autonomous systems powered by AI.
Professionals will become adept at managing and scaling intelligent automation initiatives in your organisation.
Efforts for a complete digital transformation have been expedited, and intelligent automation’s value is immeasurable in this new way of the world. This programme by IISc will enable professionals to utilise their intelligent automation expertise in crafting systems that alter daily routines and are solutions to unique challenges of society.
What is the enrollment process and eligibility criteria for this programme?
Participants need to have a B.Tech degree in any engineering discipline with a minimum of 50% marks or four years of work experience in related fields.
Coding experience is needed, preferably in Python.
Exposure to engineering mathematics is an added advantage.
IISc, in partnership with TalentSprint, has introduced an array of financial assistance and support programs, including academic scholarships and an attractive 12-Month 0% EMI option. These initiatives are crafted to broaden program accessibility, reaching a wider audience. Additionally, enterprises can nominate their employees, affording them exclusive benefits through custom corporate pricing arrangements.
Through the acquisition of requisite skills and knowledge, professionals have the opportunity to secure a prominent position in the ongoing automation revolution, effectively navigating the dynamic landscape of AI for a prosperous and impactful career trajectory. The AI and Autonomous Systems Course offered by IISc in collaboration with TalentSprint, offers a unique opportunity to cultivate expertise in autonomous systems, making them highly in-demand professionals in the field of AI. You can find more details about the program here.
Disclaimer: This article has been produced on behalf of TalentSprint by Times Internet’s Spotlight team