Jacqueline Yajing Huang's repositories
Cybersecurity
Kaggle competition IEEE-CIS Fraud Detection
Manhattan-Neighborhood-Analysis
IBM Data Science Professional Certificate capstone project
nyc-apartment-rent-prediction
Optimizing Linear, Lasso, and Random Forest Regressors using GridsearchCV to reach the best model.
webscraping---real-estate
Webscrape real estate data with Scrapy
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
Building-Systems-with-the-ChatGPT-API
Building Systems with the ChatGPT API
ChatGPT-Prompt-Engineering-for-Developers
ChatGPT Prompt Engineering for Developers
CNN-X-Ray-Image-classification
Deep Learning - Detection of Pneumonia from Chest X-Ray Images
data-science-blog
Collection of code/examples used in my blog posts on Medium and LinkedIn
Evaluating-and-Debugging-Generative-AI
Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and tracking these aspects of a program can quickly become an overwhelming task.
Finetuning-Large-Language-Models
Jupyter notebooks for course Finetuning Large Language Models, taught by Sharon Zhou (Lamini) and Andrew Ng (DeepLearning.AI).
flask_test
Week 3 Cybersecurity
How-Diffusion-Models-Work
In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
LangChain-Chat-with-Your-Data
Explore LangChain and build powerful chatbots that interact with your own data. Gain insights into document loading, splitting, retrieval, question answering, and more.
LangChain-for-LLM-Application-Development
Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.
NYC-highschool-SAT
Data manipulation and cleaning of 8 datasets about NYC high school SAT scores, a follow-through of a Dataquest project
solutions
Solutions for projects.
Spoon-Knife
This repo is for demonstration purposes only.
wonder-take-home
Take-home assignment of Wonder