Behaviours
Proficient With Machine Learning Techniques
Understands the basics of various machine learning algorithms, including supervised, unsupervised, and reinforcement learning.
Behaviours
Proficient With Machine Learning Techniques
Can you share a project where you used supervised learning?
Behaviours CARD
Proficient With Machine Learning Techniques
Understands the basics of various machine learning algorithms, including supervised, unsupervised, and reinforcement learning.
Use this card in a sessionPROMPT BACK
The other side
QUESTIONS TO ASSESS FOR COMPETENCY; 1. Can you share a project where you used supervised learning? What problem did it solve, and why was this approach suitable? 2. How do you choose between unsupervised and supervised learning for a new AI problem? Can you share an experience when choosing one significantly impacted the outcome? 3. Could you share an experience applying reinforcement learning to an AI problem? Why did you choose this method? 4. Have you used multiple machine learning algorithms in a project? How did you combine these approaches for a better solution? 5. How do you stay updated on new machine learning algorithms and techniques, and how has this influenced a recent project? COMPETENCIES FOR WORKING WITH ARTIFICIAL INTELLIGENCE – MACHINE LEARNING P R O F I C I E N T W I T H M A C H I N E L E A R N I N G T E C H N I Q U E S Better The Deck REFER TO COACHING ROUND THREE INSTRUCTIONS
FRAMEWORK CONTEXT
Where this card fits
Coaching rounds
- Round 3 - Connect to Competencies Translate capability needs into observable behaviours that can be sorted and coached.
Recipes
- Better Performance for a Person Diagnose what is really driving underperformance or excellence in an individual.
- Better Coaching (Full) Run the complete six-round coaching cycle using the full Better deck.
- Better Self-Reflection Use the deck as a mirror for structured self-awareness and honest development choices.
- Better Performance for a Team Calibrate a team against what actually matters and surface collective hot spots.
- Better Role Design Define a role by connecting capabilities, competencies, catalysts, and priorities.
- Better Starts Use the deck to sharpen project initiation, scoping, and role alignment.
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