Cindy Lin's Projects
All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Preparation for Data Science Interview preparation
Data science interview questions with answers. Not ideally (yet)
Tutorials for DataCamp (www.datacamp.com)
Coursera Data Science Track
The Leek group guide to data sharing
Project: Developing Data Product
Simple but useful Python web scraping tutorial code.
Plotting Assignment 1 for Exploratory Data Analysis
Foundations of Machine Learning
Python API for the Interactive Brokers on-line trading system.
Repo for the ML_Insights python package
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Machine learning course materials.
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
OpenEDGAR (openedgar.io)
Resources for Python Crash Course, from No Starch Press.
Repository for Programming Assignment 2 for R Programming on Coursera
Download the SEC fillings index from EDGAR since 1993
A simple implementation of a pairs trading strategy
Python Data Science Handbook: full text in Jupyter Notebooks
This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube
Peer Assessment 1 for Reproducible Research
Reproduce research from paper "Predicting the direction of stock market prices using random forest"