Transform Data into Insights - AI PDF Analysis and Data Visualization in Claude, Python and Matplotlib
Unlock the potential of AI-powered PDF analysis and dynamic data visualization using Python SDK in our specialized course.
Harness the power of AI for data extraction from PDFs and visualize insights using Python and Matplotlib. It begins with an introduction to the basics of PDF data extraction using Claude’s AI capabilities, followed by in-depth training on transforming this data into actionable insights. Participants will learn how to use Python libraries for data manipulation and create compelling visualizations with Matplotlib.
Interactive sessions will include real-world data projects that challenge learners to apply their skills in synthesizing and presenting data. The bundle also integrates a practice exam to help consolidate the skills learned and ensure that participants are ready to implement these techniques in their professional or academic environments. All source code included!
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.
Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
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Start00 Source files
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Start00 Project setup
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Start00b Set up Anthropic PDF project in Colab (3:18)
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Start01 Encode PDF to image for Claude with Python
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Start01b Hands-on encode PDF in Anthropic Python SDK (6:38)
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Start01c Convert question to high-quality prompt (4:33)
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Start02 Extract information from PDFs
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Start02b Hands-on PDF analysis with Anthropic Python SDK (4:37)
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Start03 Generate Matplotlib code with Claude
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Start04 Hands-on Pyplot generation with Anthropic Python SDK (7:25)