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Solve complex problems with this AI design pattern! #aitools #designpatterns
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Are you dealing with a complex problem that requires input from multiple specialized systems? Today's video brings you a solution that could be a game-changer: The Blackboard Design Pattern. 📚✨
This pattern isn't just a concept but a proven approach widely used in applications ranging from speech recognition to medical diagnosis. The Blackboard Design Pattern helps manage complexities by coordinating different subsystems—called Knowledge Sources—around a common data storage area, known as the 'Blackboard.'
In this video I cover:
- What is a Blackboard and its role as a central repository of knowledge.
- The specialized subsystems or 'Knowledge Sources' that interact with the Blackboard.
- The Control Component, which oversees the execution of these subsystems.
To make the concept easier to understand, I walk you through a real-world scenario with code example in Python: suggesting dishes based on available ingredients. I explain how the Blackboard, Knowledge Sources, and Control Component work in tandem to recommend possible dishes—like Pizza, Salad, and Omelette—that you can make with your current pantry stock.
If you're looking for a structured way to solve complex problems, especially ones that require AI capabilities, the Blackboard Design Pattern may be just what you need!
So hit that like 👍 button if you found this video helpful and insightful, and don't forget to subscribe 🔔 so you never miss my informative tech videos!
#aitools #aitools2023 #designpatterns #codingtips #refactoring #softwareengineering #softwareengineer #machinelearningbasics #machinelearningwithpython #pythonprogramming #usatechnology #usaroadtrip #usatravel #usa #newyork #nycvlog
This pattern isn't just a concept but a proven approach widely used in applications ranging from speech recognition to medical diagnosis. The Blackboard Design Pattern helps manage complexities by coordinating different subsystems—called Knowledge Sources—around a common data storage area, known as the 'Blackboard.'
In this video I cover:
- What is a Blackboard and its role as a central repository of knowledge.
- The specialized subsystems or 'Knowledge Sources' that interact with the Blackboard.
- The Control Component, which oversees the execution of these subsystems.
To make the concept easier to understand, I walk you through a real-world scenario with code example in Python: suggesting dishes based on available ingredients. I explain how the Blackboard, Knowledge Sources, and Control Component work in tandem to recommend possible dishes—like Pizza, Salad, and Omelette—that you can make with your current pantry stock.
If you're looking for a structured way to solve complex problems, especially ones that require AI capabilities, the Blackboard Design Pattern may be just what you need!
So hit that like 👍 button if you found this video helpful and insightful, and don't forget to subscribe 🔔 so you never miss my informative tech videos!
#aitools #aitools2023 #designpatterns #codingtips #refactoring #softwareengineering #softwareengineer #machinelearningbasics #machinelearningwithpython #pythonprogramming #usatechnology #usaroadtrip #usatravel #usa #newyork #nycvlog