Learn Gradio with an in-depth Gradio course to build and deploy machine learning demos, use pretrained models, and create interactive user interfaces and dashboards.

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Gradio is an open-source Python library that simplifies the process of creating user interfaces and applications for your machine learning models. With its intuitive interface, you can easily showcase your work and deploy applications. 

In this course, you will be introduced to all the key features of Gradio. You will learn the tools to create a user interface dashboard and deploy your application. Next, we will look at connecting to your machine learning models or using pretrained models like OpenAI and Hugging Face. Finally, you will have the opportunity to get hands-on experience by building your application.

After completing this course, you can rapidly build demos of machine learning models and leverage powerful existing models. As AI and ML applications continue to gain traction, mastering Gradio is an invaluable skill that can set you apart in the field.

Machine Learning Applications in Gradio

More ways to layout the constituent components.

More options to have events linked to components that trigger execution of functions.

```Blocks``` usually requires fewer lines of code and results in cleaner coding.

**(Select all that apply.)** What are the reasons  use ```Blocks``` instead of ```Interface```?.

(Select all that apply.) What are the reasons use <code>Blocks</code> instead of <code>Interface</code>?.

**(True or False)** ```Row``` and ```Column``` layout elements do not need to exist within a ```Blocks``` context.

(True or False) <code>Row</code> and <code>Column</code> layout elements do not need to exist within a <code>Blocks</code> context.

**(True or False)** ```Column``` must be strictly defined within the context of a ```Row``` or ```Blocks``` (and not the other way round i.e., ```Row``` can not be defined within a ```Column```).

(True or False) <code>Column</code> must be strictly defined within the context of a <code>Row</code> or <code>Blocks</code> (and not the other way round i.e., <code>Row</code> can not be defined within a <code>Column</code>).

**(True or False)** ```TabItem``` (instead of ```Tab```) must be used if defined within the context of a ```Tab```.

(True or False) <code>TabItem</code> (instead of <code>Tab</code>) must be used if defined within the context of a <code>Tab</code>.

**(True or False)** ```Tab``` and ```TabbedInterface``` are identical in use case, and just differ in the syntax.

(True or False) <code>Tab</code> and <code>TabbedInterface</code> are identical in use case, and just differ in the syntax.

Test yourself on Gradio Block Layouts with this quiz.

Getting Started with Gradio

Displaying Components in Gradio

Block Layouts in Gradio

Interactive Components in Gradio

Dashboarding with Gradio

Deploying Machine Learning Model in Gradio

Chatbots with Gradio

Integration with Hugging Face

Miscellaneous

Building a Prediction Model in Gradio

Final Assessment

Conclusion

Quiz: Block Layouts in Gradio