Basics of data

Basics of data

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  AI Club
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  AI Club The Basicsof Data
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  The Basics of Data Columns Rows
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  The Basics ofData Columns Rows Sample Each row is an Example for the AI to Train with Feature Label
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  The Basics ofData Features Labels Features can come in many types (numbers, categories, text etc.) Common real life examples take 100s to 1000s of features! Each dataset has only one Label column Samples Each row is an Example for the AI to Train with Number of Countries Visited Number of Years in School Height (Feet) Who am I? 20 15 5.2 Adult 2 3 3.5 Child 10 12 4.9 Adult
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  The basics of AI Training:Use data to develop a ML model
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  Example: Use AIto Guess a Person’s Mood Training: Use text data describing feelings for happy or sad. Develop a model. Examples of happy and sad
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  Example: Use AIto Guess a Person’s Mood Training: Use text data describing feelings for happy or sad. Develop a model. Examples of happy and sad Question ‘sentence’ This is called a feature Answers ‘feeling’ This is called a label
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  AI Basics
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  AI Basics Training :Use data to develop a ML model. Model : A formula learned from the data that can be used to predict new outcomes. Inference/Prediction : Using the model to answer new questions.
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  Training : Usedata on feelings for happy or sad. Develop a model Model : Learn how to map feelings to “Happy” or “Sad” Inference/Prediction : Provide a new feeling “example – I am feeling great!”. Predict that this is “Happy” Example: Use AI to Guess a Person’s Mood
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  What is anAI Service?
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  What is anAI Service? • An AI Service is a program that takes questions (new data) and uses a model to create answers (predictions)
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  What is anAI Service? • An AI Service is a program that takes questions (new data) and uses a model to create answers (predictions) • An AI service connects with your application • Application sends questions • AI service sends back predictions/answers Application uses the answers
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  What is anAI Service? • An AI Service is a program that takes questions (new data) and uses a model to create answers (predictions) • An AI service connects with your application • Application sends questions • AI service sends back predictions/answers Application uses the answers
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  THANK YOU https://aiclub.world info@pyxeda.ai