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Best Business Science Courses
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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
Our Program Structure
Our Campuses
Foundation Campus: Self-paced Learning
Offers self-paced, structured business science and machine learning courses for beginners.
AI Application Hub: Project-Based Learning
Focuses on solving real-world problems with AI while enhancing critical thinking and analytical skills.
Mentorship Academy: Bootcamp
For fast-paced learners seeking mentorship, small class sizes, and real-time feedback to accelerate progress.
Innovation Lab: Design Thinking in Data Science
Applies human-centered problem-solving to business challenges with machine learning.
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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.
The Cognitive Framework for Data Scientists
CRITICAL THINKING
Analytical Quadrant
Students learn to interrogate data, question assumptions, control biases, and make evidence-based decisions.
COMMUNICATION
Narrative Quadrant
Focuses on translating complex findings into clear narratives for diverse audiences through visualization and storytelling.
CURIOSITY
Exploratory Quadrant
Drives exploration and innovation. Students explore new tools, ask “why” questions, experiment with data, and foster lifelong learning habits.
COLLABORATION
Interpersonal Quadrant
Emphasizes teamwork, shared code, version control, and cross-disciplinary communication. Builds collective intelligence in solving complex problems.
Get In Touch:
We’re just an email away. Reach out with questions, partnership inquiries or to learn more about our programs!
Course Creator
Dr. Mark Lokanan
Professor at Royal Roads University
AI/ML Strategist, Vedia Cloud Analytics
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
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Learning Corner: Our Blogs
Machine Learning vs. Money Laundering: How AI Is Changing the Game inMobile Money
Money laundering has long been a shadowy process tucked away in complex financial networks. But as mobile money platforms explode...
Every Aspiring Data Scientist Needs to Master Exploratory Data Analysis
EDA isn't a one-size-fits-all process. Four core types of EDA are typically used, and each plays a specific...