5 AI Projects For People in a Hurry (w/ Python)
🤝 Your team not maximizing Claude? I run 1:1 and team AI workshops for companies doing $10M+ per year: https://aibuilder.academy/yt/-AA0xw5xeQU Here, I share 5 AI projects you can build in an hour (or less) at three levels of sophistication. For each idea, I share step-by-step instructions. 📰 Blog: https://medium.com/towards-data-science/5-ai-projects-you-can-build-this-weekend-with-python-c57724e9c461?sk=4d9ba93e12889f77562f7e820c1486e2 💻 Example Code [1] Extract YT Transcripts: https://github.com/ShawhinT/YouTube-Blog/blob/main/full-stack-data-science/data-engineering/2_get-transcripts.ipynb [1,2] Extract PDF Text + OpenAI API call: https://github.com/ShawhinT/AI-Builders-Bootcamp-3/blob/main/session-3/example_1-paper_summarizer.ipynb [2,3] Gradio Chat UI: https://github.com/ShawhinT/AI-Builders-Bootcamp-3/blob/main/session-3/example_3-local_visual_QA.ipynb [3] RAG with LlamaIndex: https://colab.research.google.com/drive/1peJukr-9E1zCo1iAalbgDPJmNMydvQms?usp=sharing [4] https://github.com/ShawhinT/AI-Builders-Bootcamp-3/blob/main/session-4/example_1-unstructured_survey_analysis.ipynb [5] https://github.com/ShawhinT/AI-Builders-Bootcamp-2/blob/main/session-5/example_1-linkedin_post_writer.ipynb -- Intro - 0:00 Project 1: YouTube to Blog Converter - 0:37 Project 2: Local PDF QA Chatbot- 1:42 Project 3: RAG Chatbot - 2:41 Project 4: Clustering Customer Feedback - 3:53 Project 5: LinkedIn Post Writer - 4:57
