15 May 2023
- +65 61000 263
- Contact@COE-Partners.com
- Newsletter
Working with AI
What is AI?
Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think, learn, and make decisions.
These machines can perform tasks that typically require human cognition – like recognising speech, making decisions, solving problems, and understanding language.
What does it Mean Working with AI?
This foundational step involves cleaning and transforming raw data to ensure accuracy and consistency, which is crucial for reliable model outcomes. Techniques include handling missing data, dealing with outliers, and creating appropriate visualisations like histograms and scatter plots.
Human Intelligence will not be replaced by AI.
AI doesn’t replace thinking – it amplifies it.
Practical Applications of AI
In Data Science & Analytics:
- Predictive modelling with AI-enhanced workflows
- Neural networks for classification and forecasting
- Reproducible analytics using AI-assisted diagnostics
In Education:
- Personalised learning paths powered by AI
- AI-generated feedback loops for student performance
- Curriculum design with AI-assisted content creation
In HR & Organisational Development
- AI in talent analytics and workforce planning
- Ethical AI in performance reviews and promotion decisions
- AI tools for leadership development and coaching
How AI Supports the Workflow
Brainstorming and ideation (e.g., generating teaching examples, MCQs)
Code generation and annotation (e.g., reusable wrappers in R)
Data wrangling and diagnostics (e.g., matrix-style outputs, effect size summaries)
Visualisation and storytelling (e.g., Power BI dashboards with AI insights)
Human + AI: A Complementary Partnership
Working with AI isn’t just about automation – it’s about augmentation. Let’s build smarter, fairer, and more human-centred systems together.
Alexa makes life easier … and adds security and fun:
- Alexa, good morning … switches news on and AC off.
- Alexa, play TuneIn Radio Köln … plays German radio.
- Alexa, cook the eggs … starts the egg cooker.
- Alexa, connect stereo … brings Alexa sound on home cinema.
- Alexa, listen to Robby … connects Robby’s Alexa to all others to send alarm if sound is detected. Then it drops in.
- Alexa, good evening … switches bedroom light and AC on.
- All Posts
- Data Science
8 Apr 2023
24 Jun 2022
18 Oct 2021
30 Apr 2021
20 Feb 2021
27 Jun 2020