IIT Delhi Launches Fourth Batch of Machine Learning and Deep Learning Certificate Programme
The Indian Institute of Technology Delhi (IIT Delhi) has started the fourth batch of its prestigious Certificate Programme in Machine Learning and Deep Learning. This programme is designed to help professionals gain the latest skills and knowledge needed to excel in the fast-changing fields of machine learning and artificial intelligence (AI).
As AI and ML technologies continue to change various industries, there is a growing need for skilled professionals who can use these technologies effectively. The global machine learning market was valued at USD 19.45 billion in 2022 and is expected to reach USD 188.34 billion by 2030, growing at a CAGR of 37.47% from 2023 to 2030. In India, the machine learning market is also expected to grow significantly, with a CAGR of 36.11% from 2024 to 2030, reaching a market volume of USD 17.87 billion by 2030.
Through this programme, learners will become proficient in Python programming, learning to load and pre-process data from both online and offline databases using the Pandas library. They will also explore the fundamental principles and challenges of machine learning, designing and training neural networks with the Keras and TensorFlow modules. By the end of the programme, learners will be able to design and implement various machine learning and deep learning techniques, applying them to real-world problems and applications.
Speaking at the announcement of the fourth batch, Dr. Manav Bhatnagar, Head CEPQIP, Brigadier Bhopinder Singh Chair Professor, Department of Electrical Engineering, IIT Delhi, said, “At IIT Delhi, our mission is to deliver education that is at the forefront of innovation, aligning with the evolving needs of the industry. As machine learning and deep learning continue to revolutionize industries worldwide, our certificate programme is designed to provide learners with a rigorous and comprehensive education that combines theoretical foundations with practical expertise. We take pride in empowering individuals to become leaders in the field of artificial intelligence, shaping its future and driving transformation across sectors.”
The six-month Certificate Programme in Machine Learning and Deep Learning is carefully designed by esteemed IIT Delhi faculty and includes comprehensive coursework covering critical aspects of machine learning and deep learning. Learners will study subjects like Python, data processing, data analysis, neural networks, deep learning architectures, recent advances, and NLP, among others. The programme will be conducted via the state-of-the-art Interactive Learning (IL) platform and delivered in Direct-to-Device (D2D) mode. This will include 76 hours each of online and self-paced learning, a three-week capstone project, a masterclass, and an immersion session for interaction between faculty and learners on the IIT Delhi campus.
Doubts Revealed
IIT Delhi -: IIT Delhi stands for Indian Institute of Technology Delhi. It is a famous college in India where students study advanced subjects like engineering and technology.
Machine Learning -: Machine Learning is a type of technology where computers learn from data and make decisions. It’s like teaching a computer to recognize patterns and solve problems.
Deep Learning -: Deep Learning is a part of Machine Learning that uses special computer programs called neural networks to learn from large amounts of data. It’s used in things like recognizing faces in photos.
Certificate Programme -: A Certificate Programme is a course that gives you a certificate when you finish it. This certificate shows that you have learned certain skills.
Python programming -: Python is a popular computer language used to write programs. It’s easy to learn and is used in many areas like web development and data analysis.
Data processing -: Data processing means working with data to make it useful. This can include cleaning the data, organizing it, and analyzing it to find important information.
Neural networks -: Neural networks are computer systems inspired by the human brain. They help computers learn from data and make decisions, like recognizing speech or images.
Capstone project -: A capstone project is a big project you do at the end of a course to show what you have learned. It’s like a final exam but in the form of a project.
Immersion session -: An immersion session is a special time when students come together to learn intensively. It’s like a workshop where you focus on learning a lot in a short time.
Dr. Manav Bhatnagar -: Dr. Manav Bhatnagar is a teacher or professor at IIT Delhi. He helps students learn about advanced topics like AI and Machine Learning.
AI -: AI stands for Artificial Intelligence. It’s a technology that makes computers smart, allowing them to do things like understand speech, play games, and drive cars.
Industry demands -: Industry demands refer to the skills and knowledge that companies need from workers. In this context, it means companies want people who know about AI and Machine Learning.