Work with real-world datasets to discover trends and patterns.
PKAS Training
Analytics & Visualization
This training focuses on turning complex data into meaningful insights and impactful visuals. Students learn to:
Use tools like Excel, Python (Pandas, Matplotlib), R, Power BI, and Tableau.
Create dashboards, reports, and visual stories that support data-driven decisions.
Competency Empowered
Data literacy.
Analytical thinking
Visual communication.
Insight-driven reporting.
Generative & Discriminative AI
This advanced module introduces students to modern artificial intelligence. Students explore:
The foundations and differences of generative models (e.g., ChatGPT, GANs) and discriminative models (e.g., classifiers like SVMs, CNNs).
Applications in text, image, and predictive tasks using tools like TensorFlow, PyTorch, or Scikit-learn.
Ethical AI use, bias detection, and responsible innovation.
Competency Empowered
AI/ML understanding
Model building and evaluation
Innovation with ethical tech
Advanced programming skills
Design & Innovation
This training encourages creative problem-solving through design thinking and rapid prototyping. Students gain experience in:
Applying user-centered design to create useful and appealing solutions.
Prototyping with 2D/3D modeling software, UI/UX tools, and rapid fabrication techniques.
Ideation, iteration, and pitching their concepts to peers or stakeholders.
Competency Empowered
Innovation mindset
Creativity in design
Practical application of design tools
User empathy and solution validation
STEM & Education
This module empowers students to become effective STEM educators and content developers. Students are trained to:
Design engaging STEM lessons, kits, and modules for schools or outreach.
Utilize interactive pedagogies and digital learning tools.
Address real-world challenges in STEM education with hands-on experiments and inclusive strategies.
Competency Empowered
Teaching & facilitation
Content development
Community engagement
Curriculum design
Academic Research
Focused on scholarly excellence, this training guides students through the academic research process. Participants:
Learn research methodology, literature review, citation management, and publishing standards.
Conduct mini research projects, write papers, and present findings.
Use platforms like Zotero, Mendeley, SPSS, NVivo, or LaTeX for academic work.
Competency Empowered
Critical thinking
Research literacy
Academic writing
Scientific presentation