Practical Financial Data Analysis With Python Data Science

Conduct Financial Analysis With Forecasting & Machine Learning in Python. Obtain & Work With Real Financial Data

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• LEARN To Obtain Real World Financial Data FREE From Yahoo and Quandl
• BE ABLE To Read In, Pre-process & Visualize Time Series Data
• IMPLEMENT Common Data Processing And Visualisation Techniques For Financial Data in Python
• LEARN How To Use Different Python-based Packages For Financial Analysis
• MODEL Time Series Data To Forecast Future Values With Classical Time Series Techniques
• USE Machine Learning Regression For Building Predictive Models of Stock prices
• LEARN How to Use Facebook's Powerful Prophet Algorithm For Modelling Financial Data
• IMPLEMENT Deep learning methods such as LSTM For Forecasting Stock Data

Requirements

• Prior Familiarity With The Interface Of Jupiter Notebooks and Package Installation
• Prior Exposure to Basic Statistical Techniques (Such As p-Values, Mean, Variance)
• Be Able To Carry Out Data Reading And Pre-Processing Tasks Such As Data Cleaning In Python
• Interest In Working With Time Series Data Or Data With A Time Component To Them

Target audience

• Anyone Who Wants Master Financial Data Analysis In Python
• Anyone Who Wants To Become Proficient In Financial Data Analysis Working With Real Life Data
• People Interested in Applying Machine Learning Techniques to Financial Data
• Anyone Who Wants To Become An Expert Data Scientist