Nov. 17, 2023, 12:23 p.m. | Krikor Postalian-Yrausquin

Towards AI - Medium

NLP, NN, Time series: Is it possible to Predict Oil Prices Using Data From Google Trends?

Using Word2Vec first, then scraping from Google Trends for the frequency of Google searches, followed by time series (via a Fourier decomposition) and neural networks with Keras, I attempt to predict future oil prices.

In many publications, we see algorithms put in place to perform a specific task, but in reality, a complete data analytics/science work is a complex endeavor that will require a …

data science machine learning nlp python time-series-analysis

Lecturer in Social Data Analytics

@ The University of Hong Kong | Hong Kong

Applied Scientist - Conversational AI, Analytics and Data Management

@ | Seattle, WA, USA

Senior Perception & Autonomy Researcher

@ Draper | Cambridge, MA, United States

Lead ML & AI Engineer

@ HERE Technologies | Navi Mumbai, India

Data Scientist - Sr. Consultant level ( 9Yrs to 11yrs, TensorFlow , Python,R , Bigdata)

@ Visa | Bengaluru, India

Spatial Data Engineer

@ HERE Technologies | New Cairo, Egypt