AI / ML is hitting...

* * AI / ML * * is a technology development project that uses artificial intelligence and machine learning to solve problems, process data, or predict things. These two abbreviations have separate meanings:

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# # # Meaning and abbreviations

* * * AI * * stands for * * Artificial Intelligence * * (Artificial Intelligence)

> is to build a computer system that is intelligent and capable of thinking, analyzing, learning, or mimicking human behavior, such as language understanding (ChatGPT), image classification, or decision making.

* * * ML * * stands for * * Machine Learning * * (Machine Learning)

> is a branch of AI focused on enabling computers to * * "learn by themselves from data" * * without writing step-by-step control commands such as scanning for email spam or a series recommendation system on Netflix.

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# # # What makes an AI / ML project different from conventional software

If it is a traditional programming project, we will put * * data + rules / commands * * to get * * results * *, but if it is an AI / ML project, we will put * * data + results (example) * * * in it so that the computer will create the * * rules or models * *.

* * Main elements of the AI / ML project: * *

1. * * Data (data): * * The most important. The more quality and sufficient data there is, the smarter the model.

2. * * Model / Algorithm (Model / Algorithm): * * A mathematical formula or code used to process and learn from data.

3. * * Training (Training): * * The input process let the model practice until it is accurate.

4. * * Deployment (Implementation): * * Removing a model that has been trained and then embedded in an application or web for practical use.

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# # # AI / ML project example in everyday life

* * * Photo Sorting System: * * The project distinguishes which pictures are dogs, which are cats, or face detection to unlock a smartphone.

* * * Predictive Systems: * * Such as next month's sales forecast project based on historical sales data or real estate price prediction.

* * * Automatic propulsion system: * * e.g. driverless cars that require AI / ML to detect objects around them and decide to swerve or brake.

* * The AI / ML project is a project that creates a computer system to think and learn from data to help solve problems or difficult tasks for humans. * *

Are you interested in starting an AI / ML project, or are you studying this to apply it to a particular area? In case I can introduce more specific approaches.