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Quy Nguyen's Projects

dsnd icon dsnd

Data Scientist Nano Degree

dsnd_term1 icon dsnd_term1

Contains files related to content and project of DSND

dsnd_term2 icon dsnd_term2

Contains files related to content and project of DSND Term 2

ecoute icon ecoute

Ecoute is a live transcription tool that provides real-time transcripts for both the user's microphone input (You) and the user's speakers output (Speaker) in a textbox. It also generates a suggested response using OpenAI's GPT-3.5 for the user to say based on the live transcription of the conversation.

edx-dl icon edx-dl

A simple tool to download video lectures from edx.org.

example-code icon example-code

Example code for the book Fluent Python, First Edition (O'Reilly, 2015)

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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