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TensorFlow Lite, All Good

By |2019-08-12T03:05:35+00:00August 11th, 2019|Categories: Creative, Design|Tags: |

It is no secret, TensorFlow Lite is a deep learning software stack for edge devices inference. What does it do? First, choose a TensorFlow model. According to TensorFlow for mobile and IoT, "TensorFlow model is a data structure that contains the logic and knowledge of a machine learning network trained to solve a particular problem." You [...]

What makes Almost Every Anomaly Detection An Interesting Problem?

By |2019-08-12T03:02:09+00:00August 8th, 2019|Categories: Creative, Design|

It is very common for any financial institute to deal with fraudsters. These encounters are in so many different levels such as internet, card services, phone calls and everywhere that fraudsters could claim to be the actual account holders. Although banks (and many other institutes) fight this matter, sometimes having too many false positives forces [...]

Stock Market & Sentimental Analysis – NLP

By |2019-08-13T02:34:40+00:00January 31st, 2019|Categories: Creative, Design, Videos|Tags: , , |

In a recent project, I used Python to work with historical stock data. I implemented momentum-trading strategies and tested if they have the potential to be profitable. Let me go over the idea as a big picture. I'll continue in another page with more details and examples:   I created two portfolios utilizing smart beta methodology [...]

Kaggle Puzzle Time: Home Credit Default Risk

By |2019-08-12T23:33:10+00:00September 30th, 2018|Categories: Creative, Design|Tags: , , |

Project Description There was an interesting data analytic competition and I thought to give it a try. This is on Kaggle with the more detail description. Many people struggle to get loans due to insufficient or non- existent credit histories. And, unfortunately, this population is often taken advantage of by untrustworthy lenders. Home Credit strives to [...]