From the invention of the wheel to digital assistants in self-driving cars, technology has come a long way. The availability of mechanisms like Artificial Intelligence, the Internet of Things (IoT) and Machine Learning is helping businesses to break numerous barriers and reach consumers spread across broad geographical regions. The advent of the Industrial revolution 4.0 has allowed these advanced technologies to become a part of routine business operations.
“India’s AI market is expected to reach $US7.8 billion by 2025”[1]. With the increasing use of AI and Deep learning in core operations, businesses are in need of a proficient workforce who are skilled enough to use these sophisticated tools.
1. Role of AI and Deep Learning in Shaping Entire Industries
Machine learning is one of the widely used mechanisms in businesses at present. More specifically, Deep Learning, a subset of Machine Learning, is being adopted by companies around the globe with the use of Artificial Intelligence. A report calculated that “Only 7% of companies don’t use AI but are looking into it.”
The technological revolution has spurred development across multiple industries, like Healthcare, Transportation, Real-Estate, Finance, Manufacturing, and many more.
Transportation: The transportation industry is undergoing changes as deep learning facilitates the beginning of self-driving cars connected to the internet. With the help of Artificial Intelligence, these driverless cars will predict malfunctions and give out directions to the rider.
Healthcare: In the Healthcare industry, deep learning is being implemented to diagnose ailments timely and suggest the correct treatments. The emergence of predictive diagnosis is an outcome of implementing deep learning and artificial intelligence in the medical field.
Finance: There are a plethora of ways in which Artificial intelligence and deep learning are applied in the Finance industry. These sophisticated tools promote smooth functioning, from detecting fraudulent activities to developing more secure systems for financial transactions to even predicting the performance of stock markets.
Manufacturing: Artificial Intelligence tools and Deep learning are pushing manufacturers to let go of traditional techniques and adopt more tech-savvy mechanisms. Technology-based assembly lines help predict repairs and AI bots help remove blockages in an extensively spread supply chain, thereby reducing delivery time and cost.
Key Points
Building a career in Artificial Intelligence and Deep Learning is a profitable choice. It will enhance your ability to transform various business operations.
For many IT professionals, a lack of upskilling is the major hurdle in developing a progressive career in AI and DL. Various certifications help in gaining the necessary skills for the occupation.
2. Addressing the Skills Gap in AI and DL
Organisations worldwide are implementing Artificial Intelligence and Deep Learning tools in their core functioning. However, they face a significant challenge while dealing with the advanced mechanisms due to a lack of a skilled workforce. Since most organisations are only commencing to implement AI and DL, proper guidance to complete projects is unavailable.
The scarcity of a skilled workforce hinders an organisation’s growth. Peltarion, in its report, estimated that “ 83% of AI decision-makers believe that the skills shortage in deep learning is impacting their ability to compete at the top.” Despite the exponential growth of Deep learning, IT professionals or Data scientists are not well equipped with the skills needed to handle a deep learning program. As per a Forbes report, the growth of artificial intelligence could create 58 million net new jobs in the next few years. With this net positive job growth, there will be a major shift in quality, location and permanency for the new roles.
3. How a Certification Helps Boost Career Growth
Artificial Intelligence and Deep Learning Professionals are highly in-demand by organisations globally. However, the shortage of skilled professionals has created a demand and supply gap. Working individuals looking to enter the field of AI can acquire certifications in AI and DL to understand the occupation ably.
TimesTSW, an initiative by Times Professional Learning, in association with IIT Guwahati, takes pride in offering a Post Graduate Certificate Program in Artificial Intelligence and Deep Learning.
The certificate program follows an exceptional pedagogy, bringing many new learning elements to the table. The program is stretched over eight months, during which learners will work on real-time projects and case studies. Learners get a chance to interact and connect with their peers during the five-day campus immersion period. The comprehensive curriculum of the course covers theory, which learners will use practically through quizzes and building portfolios.
IIT Guwahati’s Post Graduate Certificate Program in Artificial Intelligence and Deep Learning offers the learners a chance to engage with industry experts through one-to-one sessions. Moreover, a certificate from a prestigious institute like IIT ensures credibility and helps acquire opportunities globally.
4. Future demand for AI-DL professionals
“Industry reports suggest that India’s AI/machine learning investments will continue to grow at a CAGR of 33.49 per cent until 2023”.[5] With automation spreading to every function in a business in every industry, the need for a competent workforce is rising. Every industry is experiencing the effects of developments in technology. To ensure these experiences do not hinder the growth, they require professionals who have knowledge about the advancements.
Artificial intelligence and deep learning deliver a mountain of benefits to organisations. For instance, the use of AI and DL tools like chatbots to enhance consumer engagement can improve customer service by 45% in an organisation. The application of AI and DL tool not only cause technological disruptions but also create a shift in the skill requirement of many other professions. Therefore, every organisation needs professionals who can simultaneously handle different projects.
To know more: https://timestsw.com/technology/courses/iit-guwahati-post-graduate-certificate-program-artificial-intelligence-deep-learning/
Artificial intelligence is one of the fastest growing fields of computer science today and the demand for excellent AI Engineers is increasing day in and day out.
This course will help you stay competitive in the AI job market by teaching you how to create a Deep Learning End-to-End product on your own.Most courses focus on the basics of Deep Learning and teach you about the very basics of different models.
In this course, however, you will learn how to write a whole End-to-End pipeline, from data pre-processing across choosing the right hyper-parameters, to showing your users results in a browser.The case that we will tackle in this course is an engine for Image to Image Search.Why should you take this course?This course is not focused on teaching you Neural Networks (ANNs, CNNs, RNNs…), but teaching you how to apply them in real world cases.If you haven’t worked on a product that uses Deep Learning before, this is the perfect course for you!
Throughout the course we will work together on the Image to Image Search engine, starting from ground zero - image pre-processing, creating a model, training it, then testing.
After that we will create a simple web application and use it to serve our model in production.Another cool thing about this course is that we will use multiple programming languages to create the whole application around the model itself.
This will make you not only a better AI Engineer but also get you on the path towards becoming a Full stack AI Engineer.After taking this course you will guarantee yourself to be one step closer to landing your dream job as an AI/ML Engineer by having your own AI product/project in your portfolio.continue reading
