Lab Detail
Machine Learning Lab
A higher-education focused lab covering supervised and unsupervised learning, model evaluation and deployment workflows.
Who it is for
- Engineering colleges
- Universities
- Centres of Excellence
Skills covered
- Feature engineering
- Model selection and tuning
- Deep learning fundamentals
- Model evaluation and deployment
Suggested equipment
- GPU-enabled workstations
- Development and experiment tracking software
- Datasets and lab manuals
Curriculum
- Semester-aligned ML syllabus
- Lab manuals and evaluation sheets
- Faculty development modules
Student projects
- Predictive analytics
- Recommendation engines
- Vision-based classification
Teacher / faculty training
- Teacher / faculty orientation and onboarding
- Hands-on technical training sessions
- Lesson delivery and assessment guidance
- Refresher sessions through the academic year
Support
- Annual academic support
- Technical support and maintenance guidance
- Consumables and spares replenishment
- Competition and project mentoring
Hardware specifications, quantities and pricing are shared in a customised proposal after a requirement study. No indicative prices are published here.
Related
Related to this lab
Student projects built in this lab
Browse project ideas that use the equipment and skills covered here.
Student projects built in this labCourses delivered in this lab
Grade-wise programmes, workshops and faculty development tracks.
Courses delivered in this labCompetitions this lab prepares students for
Robotics, AI, IoT and innovation challenge pathways.
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