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Sophia Yang, Ph.D.
Sophia Yang, Ph.D.

4.92K Followers

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Updated 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 read

3 min read


4 days ago

“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 Science

8 min read

“Modeling Mindsets” Author Interview and Reading Notes
“Modeling Mindsets” Author Interview and Reading Notes
Data Science

8 min read


Sep 1

“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 Inference

3 min read

“Causal Inference in Python” Author Interview and Reading Notes
“Causal Inference in Python” Author Interview and Reading Notes
Causal Inference

3 min read


Aug 18

Building Custom Panel Widgets Using ReactiveHTML

By 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…

Python

7 min read

Building Custom Panel Widgets Using ReactiveHTML
Building Custom Panel Widgets Using ReactiveHTML
Python

7 min read


Jul 31

“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. …

AI

17 min read

“Machine Learning Q and AI” Author Interview and Reading Notes
“Machine Learning Q and AI” Author Interview and Reading Notes
AI

17 min read


Jun 28

Exploring the Enterprise GenAI Landscape

Databricks’ $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 Tools

5 min read

Exploring the Enterprise GenAI Landscape
Exploring the Enterprise GenAI Landscape
Generative Ai Tools

5 min read


Published in

Towards Data Science

·Jun 20

LlamaIndex: the ultimate LLM framework for indexing and retrieval

An 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…

Llamaindex

8 min read

LlamaIndex: the ultimate LLM framework for indexing and retrieval
LlamaIndex: the ultimate LLM framework for indexing and retrieval
Llamaindex

8 min read


Published in

Towards Data Science

·Jun 6

Building an interactive ML dashboard in Panel

By 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…

Python

6 min read

Building an interactive ML dashboard in Panel
Building an interactive ML dashboard in Panel
Python

6 min read


Published in

Towards Data Science

·May 25

The Best ChatGPT Plugins

Web 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…

ChatGPT

8 min read

The Best ChatGPT Plugins
The Best ChatGPT Plugins
ChatGPT

8 min read


Published in

Towards Data Science

·May 14

🤗Hugging Face Transformers Agent

Comparisons 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. …

Llm

5 min read

🤗Hugging Face Transformers Agent
🤗Hugging Face Transformers Agent
Llm

5 min read

Sophia Yang, Ph.D.

Sophia Yang, Ph.D.

4.92K Followers

🤝 LinkedIn: www.linkedin.com/in/sophiamyang 🐦 Twitter: twitter.com/sophiamyang ✨✨✨ ✨ 🎥 YouTube: youtube.com/SophiaYangDS ✨✨✨📚Book Club: dsbookclub.github.io

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