tainangao Goto Github PK

ab_testing

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

avocado-

battle_of_neighborhoods

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

coursera-applied-data-science-with-python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

cybersecurity

Kaggle competition IEEE-CIS Fraud Detection

dailydigestemail

data-science-blog

Collection of code/examples used in my blog posts on Medium and LinkedIn

ebay-used-car-listings

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.

exploring-hackers-news-posts

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

hello-world

let me break into this field

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.

image-classifier

My first image classifier using Tensorflow.js (a javascript library).

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.

manhattan-neighborhood-analysis

IBM Data Science Professional Certificate capstone project

manhattan_neighborhood_clustering

nyc-apartment-rent-prediction

Optimizing Linear, Lasso, and Random Forest Regressors using GridsearchCV to reach the best model.

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.

stack_overflow_survey