Laboratories

Adequate and well-equipped laboratories and technical man power

All laboratories are well equipped to run program specific curriculum.
Skilled technical supporting staff is recruited to support students while doing experiments.
Adequate number of supporting staff are recruited to maintain the labs in a proper manner.

Data Science Specialized Laboratories

Data Science Lab

State-of-the-art laboratory equipped with latest data science tools, machine learning frameworks, and statistical analysis software. Students work on real-world data science projects including predictive analytics, data visualization, and machine learning model development.

Machine Learning Lab

Dedicated machine learning laboratory with advanced computing resources, GPU-enabled systems, and deep learning frameworks. Students learn about neural networks, deep learning, computer vision, and natural language processing.

Big Data Analytics Lab

Specialized big data laboratory with distributed computing frameworks, data processing tools, and analytics platforms. Focus on handling large-scale data processing and real-time analytics.

Artificial Intelligence Lab

Advanced artificial intelligence laboratory with AI development tools, robotics platforms, and intelligent systems. Focus on expert systems, knowledge representation, and intelligent agent development.

Statistical Analysis Lab

Statistical analysis laboratory with statistical software packages, data visualization tools, and research computing environments. Hands-on training in statistical modeling and data interpretation.

Additional facilities created for improving quality of learning experience in laboratories

Advanced data science development kits and analytics platforms
Machine learning simulation and testing environments
Big data processing and analysis frameworks
Industry-standard equipment for practical training
High-performance computing systems for data processing
Modern computing systems with latest software tools
Interactive learning tools and multimedia facilities
Collaborative project spaces for team-based learning
Access to online resources and digital libraries
Regular workshops and hands-on training sessions
Guest lectures by industry experts and researchers
Internship and industry collaboration opportunities

Laboratories: Maintenance and overall ambience

Laboratories: Maintenance and overall ambiance (Self-Explanatory)

Maintenance of Laboratory Equipments

All identified damaged equipments are serviced regularly before commencement of semester
Qualified technical staff members are available for maintenance of hardware and software.
Stock register consists of purchase details of all equipment of respective laboratories.
Regular check up of equipment is carried out at end of every semester.
Breakdown register is maintained in laboratories.
As per requirement minor repairs are carried out by lab assistant & faculty member.
Maintenance of computers is taken care by technical support team.
Major repairs are outsourced by following procedure of institute.
Notice boards are maintained in laboratories to display timetable and circulars.
Laboratory observations are maintained by students in manual prepared by respective course coordinator.
Each lab is equipped with white/black board.

Overall Ambience

Department has adequate well equipped laboratories to meet curriculum requirements.

All laboratories have sufficient natural light, good ventilation along with tubes and fans.
Data Science Lab and Machine Learning Lab are provided with air conditioner.
List of experiments as per curriculum is displayed in every lab.
Laboratory manuals are prepared and are available in soft and hard copy.
All laboratories are well furnished.
Laboratories are kept open beyond working hours.
Labs are equipped with sufficient hardware to run program specific curriculum.

Data Science - Laboratories