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Machine Learning Applications in Gradio

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1.Getting Started with Gradio

Introduction to the Course Introduction to Gradio The Interface Class TabbedInterface

2.Displaying Components in Gradio

Introduction to Components Displaying Text with Gradio Advanced Text Styling with Gradio Displaying Data with Gradio Displaying Media with Gradio Quiz: Displaying Components in Gradio

3.Block Layouts in Gradio

Introduction to Block Layouts Row and Column in Gradio Group in Gradio Tab in Gradio Accordion in Gradio Quiz: Block Layouts in Gradio

4.Interactive Components in Gradio

Event Listeners with Gradio Checkbox with Gradio CheckboxGroup with Gradio Drop-Down with Gradio Slider with Gradio Buttons with Gradio Quiz: Interactive Components in Gradio

5.Dashboarding with Gradio

Line Plots in Gradio Bar Plots in Gradio Real-Time Dashboards with Google Sheets Styling Options for DataFrames Quiz: Dashboarding with Gradio

6.Deploying Machine Learning Model in Gradio

Preparing Training Data and Models Creating UI for Modeling Inputs Define Prediction Functions Putting It All Together Quiz: Deploying Machine Learning Model in Gradio

7.Chatbots with Gradio

ChatInterface Harnessing Large Language Models with Gradio Further Customization with Chatbot Quiz: Chatbots with Gradio

8.Integration with Hugging Face

Introduction to Hugging Face Navigating in Hugging Face Hugging Face Integration with Gradio Quiz: Integration with Hugging Face

9.Miscellaneous

Themes Deploying Gradio Applications Quiz: Miscellaneous

Mini Project

Building a Prediction Model in Gradio

Assessment

Final Assessment

10.Conclusion

Machine Learning Applications in Gradio

Quiz: Chatbots with Gradio

Test yourself on Chatbots with Gradio with this quiz.

We'll cover the following...

Technical Quiz

1.

Which parameter is required for ChatInterface?

A.

Function

B.

Event Listener

C.

Input component

D.

Output component

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