Agung Pambudi

Agung Pambudi

🔍
Data Science Enthusiast | Academics | Lifelong Learner | Traveler

@agungpambudi

Joined Aug 2022

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About

As a data science enthusiast, I use three fields — mathematics, statistics, and computer programming — to generate insights from the data. My domain of expertise is finance and business. I also study human psychology to learn more about how people think.

GCP Developer        => https://g.dev/agungpambudi
TopCoder Statistics   => https://www.topcoder.com/members/AgungPambudi


My books for reading

  • Deep Learning for Time Series Forecasting: Predict the Future with MLPs, CNNs and LSTMs in Python by Jason Brownlee

  • Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python by Stefan Jansen

  • Guide to Competitive Programming: Learning and Improving Algorithms Through Contests (Undergraduate Topics in Computer Science) by Antti Laaksonen

  • Storytelling with Data: A Data Visualization Guide for Business Professionals by Cole Nussbaumer Knaflic

  • What every body is saying — The dictionary of body language : a field guide to human behaviour by Joe Navarro


Research Publication

Application Of CRISP-DM Using MLR K-Fold On Stock Data PT. Telkom Indonesia (Persero) Tbk (TLKM) (Case Study: Indonesia Stock Exchange 2015-2022). Jurnal Data Mining dan Sistem Informasi, Vol 4, No 1(1).


Project

Building and Deploying Machine Learning Solutions with Vertex AI.png source : https://cloudonair.withgoogle.com/events/deploy-ml-vertex-ai

My speciality

Data Analyst

Data Scientist

Machine Learning Engineer