Have you felt the impact of AI on your everyday life?
In the present times, deep learning has become the foundation of AI applications by deploying the potential of vast data sets and changing the way modern industries function. Deep learning uses neural networks to understand data. Its application in the finance sector helps traders make data-focused decisions about their investments.Deep learning and artificial intelligence's impact extends to varied industries such as healthcare, finance, retail, automotive etc. International Data Corporation has anticipated AI spending. It expects worldwide spending on AI solutions to grow to over $500 billion by 2027.
These developments point to how industries increasingly rely on data's potential to access insights that give them an edge while ushering in operational efficiency and innovation. They are always looking for professionals who can navigate the new world of work with aplomb and leverage these new technologies to create solutions to the world's challenges.
The PG Level Advanced Certification Course in Deep Learning, offered by the Center of Continuing Education at IISc in collaboration with TalentSprint, fills this gap. It is a 10-month weekend programme that empowers AI and ML professionals to hone their deep learning skill set. The programme will cover tools like Keras, Open SLR, NumPy, PyTorch, etc.
The programme covers the vital theoretical foundations of deep learning and teaches real-world application to professionals. It is apt for participants with programming knowledge who want to tap into how machine learning algorithms can be designed and optimised for hardware to create edge computing systems.
The programme's comprehensive syllabus will be taught by the distinguished IISc faculty. The atypical learning process will be replete with valuable opportunities that will enable professionals to specialise in deep learning and accelerate their careers in the booming field of artificial intelligence and machine learning.
The IISc advantage: Exploring deep learning in one of India's finest institutes
IISc's Centre for Continuing Education (CCE) will deliver the programme. It specialises in offering courses tailored for professionals in Research & Development (R&D) laboratories, industries, research scientists, and engineers. This ensures participants receive cutting-edge knowledge and practical skills necessary to excel in technology-intensive and data-driven healthcare environments.
IISc has always been dedicated to scientific research and education. It is recognised as one of the first three publicly funded institutes awarded the prestigious Institute of Eminence (IoE) status by the Government of India. IISc exemplifies academic rigour that polishes professionals to transform into leaders and change the world one innovation at a time.
A high-impact format to deliver this meticulous programme
A transformative learning pedagogy forms the core of this programme. This impactful format is delivered through an impactful learning process:
An industry-forward thorough curriculum
The PG Level Advanced Certification Programme in Deep Learning (Foundations and Applications) will be taught across nine modules. It commences with Module 0, which includes programming and basic math (preparatory module).
Module 1 revolves around mathematical preliminaries and data visualisation, which covers concepts such as linear algebra, numerical optimisation for machine learning.
Once this premise is set, Module 2 dives into machine learning, where participants will learn supervised and unsupervised learning.
Module 3 examines deep learning architectures, which examines vital concepts such as logical regression.
Module 4 is rooted in deep learning for natural language processing, which also covers distributed word representations.
Module 5 discusses deep learning for speech and audio processing encompassing detection models, speech recognition etc.
The scope of study for module 6 is deep learning for computer vision emphasising key concepts such as popular CNN architectures.
Module 7 looks into deep reinforcement learning which also looks into implementing RL algorithms with deep neural networks.
Module 8 is dedicated to deep learning for IoT/Edge devices also focusing on overview of various ML hardware for IoT/Edge devices.
The final module ends with representation learning.
Learning from industry stalwarts for a comprehensive learning experience
IISc faculty hold academic accreditation from premier institutions around the world. They are at the forefront of research and are industry practitioners in deep learning, AI, and machine learning. With their rich strategic insights, professionals will harness the potential of deep learning. The faculty includes:
What are the programme outcomes?
Professionals who participate in this programme will grasp advanced deep learning principles and concepts. They will also get to network with industry experts who are at the forefront of deep learning practices.
Through these outcomes, participants will showcase their expertise and application of deep learning, maximising their potential in this quick-paced field.
Learning with a diverse peer group
The PG Level Advanced Certification Programme in Deep Learning (Foundations and Applications) receives participation from a diverse pool of professionals who are into tech leadership, analysts, and managers. Their extensive work experience ranges from 3-5 years to even more than 15 years. Networking with such a peer group enriches the learning experience even more, opening doors to varied perspectives.
Here is what some of the past participants of the programme have to opine:
The programme offers a rich, collaborative experience that enables peers and faculty members to engage and discuss effective practices. This exchange of ideas has polished their entire experience of pursuing this programme and here's what they have to add:
Professionals also share what inspires them to take up the Deep Learning journey
Eligibility
Programme Details
Deep Learning has led to many technological breakthroughs. It is being leveraged for fraud detection, autonomous cars, virtual assistants, super-computing, customer relationship management (CRM) systems, and facial recognition systems. With such advancements, this field is creating massive opportunities for professionals with the right skills. Signing up for this programme will enable professionals to grow their careers in deep learning.
Explore the opportunity to remodel the technological terrain with this prestigious IISc certification here.
Disclaimer: This article has been produced on behalf of TalentSprint by Times Internet's Spotlight team.
