Predictive Maintenance: Predicting Machine Failure from Sensor Data with Python
Build a leakage-safe, reproducible machine-failure classifier and evaluate rare-event performance with appropriate baselines and metrics.
Yahoo Finance API
7 tutorials
Univariate Stock Market Forecasting using Facebook Prophet in Python
This tutorial gives an overview of Facebook Prophet and shows how to use the framework in Python to create a univariate time series forecast.
Using Pandas DataReader to Access Online Data Sources in Python
The Python library Pandas is a useful package that makes it easy to access a variety of popular data sources on the Internet.
Stock Market Forecasting Neural Networks for Multi-Output Regression in Python
This tutorial develops and evaluates a Keras multi-output regression model that forecasts ten future Apple trading sessions in one pass.
Feature Engineering for Multivariate Time Series Models with Python
Test causal technical indicators in a leakage-free NASDAQ forecasting experiment with Python, Keras, and chronological evaluation.
Correlation Matrix in Python: How Correlated are COVID-19 Cases and Different Financial Assets?
COVID-19 has had a strong impact on the global stock market. We can measure this influence with a stock market correlation matrix in Python.
Accessing Remote Data Sources via REST APIs in Python
This article shows how to access remote data sources via REST APIs in Python. Two examples are given: Using Pandas Webreader and Requests.