Machine Learning Applications in Gradio
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.
I am a Senior Data Scientist at Suncorp Insurance and have previously worked in many domain areas including banking, insurance, property and financial services. I have worked in various industries, including start-ups, government, and consulting at Deloitte. I lead data science teams in the delivery of projects, including property valuation, churn prediction, fraud detection, and more recently, generative AI projects around summarization. One of my passions is teaching, and I have previously taught various university level maths and actuarial courses, as well as high school level mathematics. I received my Masters in Analytics from Georgia Institute of Technology, and have a Bachelor of Actuarial Studies/Computer Science from the University of New South Wales.
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What You'll Learn
- An understanding of Gradio and its application to building machine learning applications
- Familiarity with the core components of Gradio
- Hands-on experience building machine learning applications and dashboards using Gradio
- An understanding of Hugging Face and its integration with Gradio
- The ability to deploy and share Gradio applications using Hugging Face
Learning Roadmap
1.
Getting Started with Gradio
Getting Started with Gradio
2.
Displaying Components in Gradio
Displaying Components in Gradio
3.
Block Layouts in Gradio
Block Layouts in Gradio
6 Lessons
6 Lessons
4.
Interactive Components in Gradio
Interactive Components in Gradio
7 Lessons
7 Lessons
5.
Dashboarding with Gradio
Dashboarding with Gradio
5 Lessons
5 Lessons
6.
Deploying Machine Learning Model in Gradio
Deploying Machine Learning Model in Gradio
5 Lessons
5 Lessons
7.
Chatbots with Gradio
Chatbots with Gradio
4 Lessons
4 Lessons
8.
Integration with Hugging Face
Integration with Hugging Face
4 Lessons
4 Lessons
9.
Miscellaneous
Miscellaneous
3 Lessons
3 Lessons
Jeffrey Lee
Senior Data Scientist at Suncorp Insurance with experience in banking, insurance, property, and financial services. I lead teams on projects including property valuation, churn prediction, fraud detection, and generative AI.
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