IISc Announces Specialized Online Course on Machine Learning for 6G Wireless Communication
The prestigious Indian Institute of Science (IISc) has unveiled a comprehensive online course focused on machine learning applications in 6G wireless communication systems. This advanced educational program is being offered through the institute's Centre for Continuing Education (CCE) as part of their Proficience Programme initiative.
Course Schedule and Structure
The program is scheduled to run from May 4 to July 29, 2026, with live interactive classes conducted on Monday and Wednesday evenings between 8:00 PM and 9:30 PM. This timing has been specifically designed to accommodate working professionals and students who wish to enhance their expertise in emerging wireless technologies without disrupting their daily commitments.
Coordinated by Prof. Sudhan Majhi, Associate Professor in the Department of Electronics and Communication Engineering (ECE), the course represents a significant step in bridging the gap between academic research and practical industry applications in next-generation communication systems.
Eligibility Requirements and Admission Process
The course targets both students and professionals seeking exposure to cutting-edge wireless technologies. Applicants must possess a BE, B.Tech, ME, M.Tech, or PhD degree in relevant engineering or scientific disciplines. Fourth-year BE or B.Tech students are also eligible to apply, provided they meet the prerequisite knowledge requirements.
Essential prerequisites include foundational understanding of wireless communication principles and basic proficiency in Python programming. The total course fee is set at Rs 23,954, inclusive of GST, comprising a base fee of Rs 20,000 and an application fee of Rs 300, both subject to 18% GST. All applications must be submitted through the official IISc online admissions portal.
Curriculum Focus: AI and Machine Learning in 6G Systems
The course curriculum places significant emphasis on the integration of artificial intelligence and machine learning within physical layer communication systems. Participants will explore adaptive transmitter and receiver systems designed to enhance performance metrics while substantially reducing latency in wireless networks.
The syllabus has been carefully structured to align with current 3GPP standards, which have formally incorporated AI and ML methodologies into 6G research frameworks. This alignment ensures that course content remains relevant to industry developments and standardization efforts.
Technical Modules and Learning Outcomes
Participants will engage with comprehensive technical content covering:
- Supervised, semi-supervised, and unsupervised learning methodologies
- Advanced machine learning models including SVM, KNN, CNN, DNN, RNN, and LSTM
- Transfer learning techniques and practical Python implementation
- Wireless communication systems such as OFDM, MIMO, and OTFS
- LDPC decoding, modulation classification, and channel estimation
- CSI compression, beamforming, PAPR reduction, and spectrum sensing
The program also addresses signal estimation techniques using AI and ML, covering parameter estimation, symbol rate estimation, and STO and CFO estimation. Resource allocation topics include spectrum sharing methodologies and power allocation strategies.
Program Framework and Certification
The CCE Proficience Programme represents a collaborative initiative between IISc and professional institutions based in Bengaluru. Courses are primarily delivered in synchronous online mode during evening hours to maximize accessibility for participants across different time zones and professional schedules.
Upon completion of the course, participants will undergo comprehensive examinations. Successful candidates will receive formal grading certificates issued directly by the Indian Institute of Science, validating their expertise in this specialized domain. The program specifically targets professors, students, researchers, and industry professionals from science and engineering backgrounds seeking to advance their knowledge in next-generation wireless technologies.
This initiative underscores IISc's commitment to continuing education and professional development in rapidly evolving technological fields, particularly as global telecommunications networks transition toward 6G standards incorporating advanced artificial intelligence capabilities.
