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Agung Pambudi

@agungpambudi

Global
View Resume
Data Science Enthusiast | Academics | Lifelong Learner | Traveller

0 Circle Members

Data Analyst

Data Scientist

MySQL Expert

Machine Learning Engineer

About Me

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 Developers        => 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

Tech Stack

Databases
MySQL

MySQL

Expert

SQLite

SQLite

Senior

MongoDB

MongoDB

Mid-level

PostgreSQL

PostgreSQL

Mid-level

Operating Systems
Ubuntu

Ubuntu

Expert

Windows Server

Windows Server

Expert

Mac OS X

Mac OS X

Mid-level

Kali Linux

Kali Linux

Mid-level

Languages
Python

Python

Senior

PHP

PHP

Senior

HTML5

HTML5

Senior

R

R

Mid-level

C++

C++

Machine Learning
scikit-learn

scikit-learn

Senior

Streamlit

Streamlit

Senior

TensorFlow

TensorFlow

Mid-level

XGBoost

XGBoost

Mid-level

Google AutoML Tables

Google AutoML Tables

Mid-level

Spreadsheets Online
Microsoft Excel

Microsoft Excel

Senior

Google Sheets

Google Sheets

Senior

Data Science
Pandas

Pandas

Senior

NumPy

NumPy

Mid-level

Data Notebooks
Jupyter

Jupyter

Senior

Big Data
Google BigQuery

Google BigQuery

Mid-level

Virtual Machine Platforms
Docker

Docker

Mid-level

Platform as a Service
Heroku

Heroku

Mid-level

Credentials

IBM
Statistics for Data Science with Python
October 2022 - No Expiration
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IBM
R for Data Science
October 2022 - No Expiration
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IBM
Data Science Tools
October 2022 - No Expiration
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IBM
Data Science with Scala
October 2022 - No Expiration
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IBM
Docker Essentials
September 2022 - No Expiration
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IBM
Data Analysis with Python
September 2022 - No Expiration
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Tableau
Data Science with Tableau - Analyze and Model Data to Create Insights
August 2022 - No Expiration
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Kaggle
Feature Engineering
August 2022 - No Expiration
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Kaggle
Advanced SQL
August 2022 - No Expiration
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Kaggle
Time Series Analysis
August 2022 - No Expiration
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IBM
Data Science Methodologies
July 2022 - No Expiration
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Tableau
Explore and Analyze Data
July 2022 - No Expiration
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IBM
Machine Learning with Python
July 2022 - No Expiration
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IBM
Python for Data Science
July 2022 - No Expiration
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HackerRank
Rest API (Intermediate) Certificate
July 2022 - No Expiration
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HackerRank
SQL (Advanced) Certificate
July 2022 - No Expiration
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HackerRank
Problem Solving (Intermediate) Certificate
July 2022 - No Expiration
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Coursera
Data Analysis with R Programming
April 2022 - No Expiration
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Google
Google Analytics Individual Qualification
February 2022 - February 2023
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Google
Google Data Studio
February 2022 - February 2025
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Politektik Statistika STIS
International Conference on Data Science and Official Statistics (ICDSOS)
November 2021 - No Expiration
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Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi
Microcredential Certification for Data Scientist
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Politektik Statistika STIS
International Pre-Conference on Data Science and Official Statistics (ICDSOS)
June 2021 - No Expiration
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Universitas Teknokrat Indonesia
Bachelor's of Science in Information Systems
September 2018 - August 2022

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