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Adam Gajtkowski
Adam Gajtkowski

157 Followers

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Published in

FT Product & Technology

·Pinned

FT Article Clustering

Using unsupervised machine learning to label FT articles Why article clustering is important FT is one of the largest providers of financial news in the world. We publish hundreds of articles every day. One of the most challenging tasks is consistently categorising these articles. While FT journalists tag the articles manually, it is hard to…

Data Science

6 min read

FT Article Clustering
FT Article Clustering
Data Science

6 min read


Published in

FT Product & Technology

·Mar 29, 2021

Predicting FT Trending Topics

Identifying signals using time-series analysis and unsupervised machine learning. Understanding the preferences of Financial Times readers is crucial for improving user experience and maintaining engagement with our products. Having accurate indicators showing which area is increasingly important can augment journalists’ work, by helping them to focus on topics of interest. …

Data Science

7 min read

Predicting FT Trending Topics
Predicting FT Trending Topics
Data Science

7 min read


Published in

Towards Data Science

·Jun 8, 2020

Implementing a Trading Algorithm with R

This story explains how to implement the moving average trading algorithm with R. If you’re interested in setting up your automated trading pipeline, you should first read this article. This story is a purely technical guide focusing on programming and statistics, not financial advice. Throughout this story, we will build…

Trading

6 min read

Implementing a Trading Algorithm with R
Implementing a Trading Algorithm with R
Trading

6 min read


Published in

Towards Data Science

·May 31, 2020

Automated Stock Trading with R

This article explains how to create a trading pipeline using R. The trading pipeline consists of 4 main elements Connecting with Google API and loading current holdings data Connecting with Robinhood API and getting current stock prices Getting historic market data using Yahoo API Decision algorithm and executing an order

Trading

4 min read

Automated Stock Trading with R
Automated Stock Trading with R
Trading

4 min read


Published in

Towards Data Science

·May 25, 2020

Writing Professional Data Science Documentation

Documentation is an important part of being a data scientist. I propose to use R Markdown and LaTeX to document data science models. There are several desirable properties of good documentation easily accessible readable consistent across projects reproducible Using LaTeX inside R Markdown allows users to use consistent LaTeX formatting…

Data Science

3 min read

Writing Professsional Data Science Documentation
Writing Professsional Data Science Documentation
Data Science

3 min read

Adam Gajtkowski

Adam Gajtkowski

157 Followers

Data Scientist. Holding degrees in economics, econometrics, and statistics. Employed in news industry.

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