Francis Adrian Viernes

Finance. Data Science. Machine Learning. Analytics How to Handle the Complexities and Cleverly Handle Financial Datasets It is no secret in the world of data science that one of the secrets to producing great data science outputs is clean data. As they say, “Garbage in, garbage out”. We should stop, however, romanticizing data in real life: data is never really clean, even in corporate or big businesses.

Optimization. Data Science. Algorithms Introduction - The Inspiration Behind the Algorithm Have you ever looked at nature and wondered at how organisms evolved, adapted, and survived over millennia? What if I told you that you, sitting in front of your computer, hold the power to simulate a similar process of evolution, not over millennia, but in mere seconds? This is of course, through, genetic algorithms.

FINANCE. DATA SCIENCE. OPTIMIZATION. PORTFOLIO OPTIMIZATION Introduction - The Use of Packages If you have been following the linear programming series, welcome back. This is the third installment of the series, where we solve the same problem but this time using the popular packages in Python for solving Linear programming problems. You may skip to the coding portion for each of the packages for the code.