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Business, Data, and AI Courses Designed for Social Science and Non-Technical Learners
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Canadian Institute of Artificial Intelligence (CiAI)
Unlock Your Potential
Learn Anytime, Solve Problems, and Think Critically with CiAI
DataSoSi empowers non-technical learners, especially in social sciences, to thrive in a data-driven world through accessible education, bridging gaps with AI and data skills.
Expert Trainers
Online Remote Learning
Certification at Your Fingertips
Step-by-Step Pathway
Our Program Structure
Foundation Courses
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Foundation Campus
(Self-Paced Learning)
Mentorship Academy
(Bootcamp)
Integrated Hands-On Application
AI Application Hub
(Project-Based Learning)
Innovation Lab
Design Thinking in Data Science
ProCert Professional Certification
Certified Data Scientist
Certified Business Intelligence Analyst
Certified Data Analyst
Certified AI Expert
DataSoSi+CiAI Approach
Why It Works
This cognitive science–based framework empowers students to be well-rounded data scientists—not just proficient in code, but also in ethics, communication, teamwork, and innovation.
By aligning with an epistemology, ontology, and phenomenology of learning, the framework bridges technical fluency with human insight.
Four quadrants
The Cognitive Framework for Data Scientists
CRITICAL THINKING
Quadrant 01
Analytical Quadrant
Students learn to interrogate data, question assumptions, control biases, and make evidence-based decisions.
COMMUNICATION
Quadrant 02
Narrative Quadrant
Focuses on translating complex findings into clear narratives for diverse audiences through visualization and storytelling.
COLLABORATION
Quadrant 04
Interpersonal Quadrant
Emphasizes teamwork, shared code, version control, and cross-disciplinary communication. Builds collective intelligence in solving complex problems.
CURIOSITY
Quadrant 03
Exploratory Quadrant
Drives exploration and innovation. Students explore new tools, ask “why” questions, experiment with data, and foster lifelong learning habits.
Direct Support
Get In Touch: Email : info@datasosi
We’re just an email away. Reach out with questions, partnership inquiries or to learn more about our programs!
Leadership & Vision
Course Creator
Dr. Mark Lokanan
Professor at Royal Roads University
AI/ML Strategist, Vedia Cloud Analytics
Interdisciplinary Machine Learning Expert
Dr. Lokanan is a renowned interdisciplinary-trained machine learning expert in Canada, with a well-documented history of developing impactful AI-driven solutions across various industries. He specializes in developing and implementing predictive algorithms across various fields, including fraud detection, anti-money laundering compliance, and forecasting.
Dr. Lokanan’s expertise in deep learning models allows him to perform sentiment analysis on large volumes of textual data, helping organizations extract valuable insights from unstructured information. His skills in AI-driven solutions position him as a leading expert, consistently delivering innovative, data-driven strategies to solve critical business challenges.
Dr. Lokanan, with more than two decades of experience, is a seasoned expert in financial crime research and advisory. His AI-driven approach as a data scientist and machine learning engineer delves into fraud, regulatory, and anti-money laundering compliance.

