PinnedMy Blog PostsUpdated on June 19, 2023 — Hello! Welcome. Here I organized my blog posts into categories. Connect with me via Twitter, Linkedin, and YouTube, and join DS/ML book club :) DS/ML/AI: “Machine Learning Q and AI” Author Interview and Reading Notes LlamaIndex: the ultimate LLM framework for indexing and retrieval The Best ChatGPT Plugins 🤗Hugging Face Transformers…3 min read3 min read
4 days agoMember-only“Modeling Mindsets” Author Interview and Reading Notes📚 Some people may know that I host a DS/ML book club where we read one book per month. This month, we read ‘Modeling Mindsets’ by Christoph Molnar. Christoph is a statistician and machine learning expert. I have read his first book Interpretable Machine Learning and absolutely loved it. This…Data Science8 min readData Science8 min read
Sep 1Member-only“Causal Inference in Python” Author Interview and Reading Notes📚 Some people may know that I host a DS/ML book club where we read one book per month. This month, we read ‘Causal Inference in Python’ by Matheus Facure. …Causal Inference3 min readCausal Inference3 min read
Aug 18Member-onlyBuilding Custom Panel Widgets Using ReactiveHTMLBy Andrew Huang, Sophia Yang No library can cover all the specialized widgets a user may want… but a good one makes it easy for the user to create their own specialized widget that can be used alongside the library! Panel is one of those cool libraries–you can create interactive…Python7 min readPython7 min read
Jul 31Member-only“Machine Learning Q and AI” Author Interview and Reading Notes📚 Some people may know that I host a DS/ML book club where we read one book per month. This month, we read ‘Machine Learning Q and AI’ by the esteemed Sebastian Raschka. …AI17 min readAI17 min read
Jun 28Member-onlyExploring the Enterprise GenAI LandscapeDatabricks’ $1.3B Acquisition and Snowflake’s Partnerships — How is MosaicML worth $1.3Billion dollars? What’s their core business? Between Databricks’s acquisition and Snowflake’s Nvidia and Reka partnerships, what is going on in the enterprise Generative AI world? Mosaic As you may already have heard, Databrick recently announced its acquisition of a large language model company MosaicML for $1.3…Generative Ai Tools5 min readGenerative Ai Tools5 min read
Published inTowards Data Science·Jun 20Member-onlyLlamaIndex: the ultimate LLM framework for indexing and retrievalAn Introduction to LlamaIndex — LlamaIndex, previously known as the GPT Index, is a remarkable data framework aimed at helping you build applications with LLMs by providing essential tools that facilitate data ingestion, structuring, retrieval, and integration with various application frameworks. The capabilities offered by LlamaIndex are numerous and highly valuable: ✅ Ingest from…Llamaindex8 min readLlamaindex8 min read
Published inTowards Data Science·Jun 6Member-onlyBuilding an interactive ML dashboard in PanelBy Andrew Huang, Sophia Yang, Philipp Rudiger HoloViz Panel is a versatile Python library that empowers developers and data scientists to build interactive visualizations with ease. Whether you’re working on machine learning projects, developing web applications, or designing data dashboards, Panel provides a powerful set of tools and features to…Python6 min readPython6 min read
Published inTowards Data Science·May 25Member-onlyThe Best ChatGPT PluginsWeb browsing, summarizing, coding, and more — Just a few days ago, OpenAI made an exciting update by introducing web browsing and Plugins to all ChatGPT Plus users. I thought it might be a good time to delve into some of the plugins I find useful and discuss their use cases in web browsing, summarizing, coding…ChatGPT8 min readChatGPT8 min read
Published inTowards Data Science·May 14Member-only🤗Hugging Face Transformers AgentComparisons with 🦜🔗LangChain Agent — Just two days ago, 🤗Hugging Face released Transformers Agent — an agent that leverages natural language to choose a tool from a curated collection of tools and accomplish various tasks. Does it sound familiar? Yes, it does because it’s a lot like 🦜🔗LangChain Tools and Agents. …Llm5 min readLlm5 min read