00_pyconf_hyd_2020.md

Financial Tick Data Analysis with pandas

From Data Preprocessing to AI-Powered Market Prediction

Professor Dr. Yves J. Hilpisch | CEO of The Python Quants & The AI Machine

Jason Ramchandani | Developer Community Advocate at Refinitiv

PyConf Hyderabad, Online, 04. December 2020

Short Link

https://bit.ly/pyconf_hyd_2020

Slides

https://certificate.tpq.io/pyconf_hyd_2020.pdf

Data

Data sponsored by Refinitiv (https://refinitiv.com)

https://certificate.tpq.io/nif_refinitiv_tick_data.csv.gz

Python Certificate Programs

• https://home.tpq.io/certificates/ (Combination of the below two University Certificates)
• https://home.tpq.io/certificates/pyalgo (University Certificate in Python for Algorithmic Trading)
• https://home.tpq.io/certificates/compfin (University Certificate in Python for Computational Finance)

Python for Algorithmic Trading

My new book about Python for Algorithmic Trading — From Idea to Cloud Deployment (https://home.tpq.io/books/pyalgo).

Artificial Intelligence in Finance

My new book about AI in finance and applied to algorithmic trading (https://home.tpq.io/books/aiif).

Python for Finance (2nd ed.)

My standard reference book about Python for Finance (https://home.tpq.io/books/py4fi).

General Resources

https://home.tpq.io (company page)

https://twitter.com/dyjh (Twitter)

https://linkedin.com/in/dyjh (LinkedIn)

https://github.com/yhilpisch (Github)

https://youtube.com/c/yves-hilpisch (YouTube)

01_data_preprocessing.ipynb

02_market_prediction.ipynb

03_rolling_prediction.ipynb

99_refinitiv_tick_data.ipynb