One-Click Deployment of Llama2 and Other Open-Source LLMs Using Hugging Face Inference EndpointIn my earlier articles, we explored the process of setting up a ChatGPT-like user interface on your personal computer. This was achieved…Jul 30, 20231Jul 30, 20231
Integrating the ChatPDF Feature into a Local Streamlit Chat Interface, Including Non-OpenAI Models…In continuation of my last blog post, I’m now set to introduce a feature that allows the chat to utilize information from a loaded PDF…Jul 27, 20233Jul 27, 20233
Implementing Locally-Hosted Llama2 Chat UI Using StreamlitIn this blog post, we’re going to build upon the chat feature I introduced in my previous article. In that piece, I utilized the OpenAI API…Jul 23, 20232Jul 23, 20232
Implementing Local ChatGPT Using StreamlitIn this brief post, we’ll delve into the specifics of implementing a ChatGPT chat interface using the OpenAI API on your local machine…Jul 21, 2023Jul 21, 2023
Proposing a New AI Concept “Actionable AI”A new concept to make the AI more business-valuable.Jun 11, 20223Jun 11, 20223
A Case Study of Applying Numerical Optimization to Marketing PlanningEC site coupon distribution planningMay 19, 2022May 19, 2022
Bootstrapping on Time Series Data — “Moving Block Bootstrap”Bootstrapping on the data that has serial correlationMar 14, 20221Mar 14, 20221
Published inTowards Data ScienceCreating an iPhone App-Like With Only Your Data Science Skills: One Tap Life LoggerAll you use are Python and GCP Cloud Functions or Heroku.Sep 18, 2020Sep 18, 2020
Published inTowards Data ScienceFundamentals of Data Architecture to Help Data Scientists Understand Architectural Diagrams BetterBefore pretending you understand the diagram your smart colleague shows to you.Sep 11, 20205Sep 11, 20205
Published inThe StartupFacebook Prophet(Almost) everything you should know to use Facebook Prophet like a pro, with many example Python codes👨🏿💻 and cheat sheet🧾Aug 22, 20202Aug 22, 20202