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Name: Taufiqur Rohman

Type: User

Company: 株式会社GIG-A

Bio: Marketing and data enthusiast with total of 3 years’ experience in research and fintech industry. Currently building my career as a data expert.

Location: Tokyo

Blog: https://www.linkedin.com/in/taufiqurrohman777/

Taufiqur Rohman's Projects

ab_testing_manual

All stuffs we have to know on how to do A/B testing and some alternatives of it.

absoluteconditional_convergence

Testing and comparing Absolute and Conditional Convergence economy between past and current period. Done in R environment.

attribution_modeling

Different Attribution Models and demonstration of how to implement them using Python.

casestudy1_ibmdatascience_py

A capstone project for completing IBM Data Science certification. Based on Python.

casestudy2_bikesharing_r

In this case study, I am interested in seeing how casual riders and yearly members utilize Cyclistic bikes differently. Based on R.

casestudy3_bellabeat_r

In this case study, I want to identify trends in smart device usage data and turn it into Bellabeat marketing strategy. Based on R.

causal_discovery

Discover how to turn and infer correlation between variables into causation.

cb_randombootstrapanalysis_python

Shows you how to do a random assignment, bootstrap, and data analysis for consumer behavior experiment data.

conjoint-analysis

Perform conjoint analysis and extended calculations when dealing with numerous attributes using Symbridge Analysis.

ds_deploy_gcp

Studying and exercising material to deploy data science and machine learning model on top of GCP.

ds_marketing_algorithms

Collection of Models and Algorithm to solve marketing and sales problem. Some of the functions here are plug-and-play, thus ready to use.

dynamicprice_model

Explore wide range of strategies to set price for products/services using dynamic price modeling.

econometrics_advancedtimeseries

Another econometrics homework for completing my Master's Degree. Revolving around time-series and GMM method. Done in R environment.

econometrics_problems

Econometrics homework for completing my Master's Degree. Revolving around time-series data. Done in R environment.

google_dataanalytics_activities

Hands-on-Activity projects done by me for the purpose completing the Google Data Analytics certificate. Based on R Language.

interpretable_ml

Notebook and libraries collection on how to make all (most) of ML models interpretable.

marketing-mix-modeling

New statistical approach on deciding which marketing channel is more effective.

marketinganalyticsr_activities

All of these files are part of the exercise and quiz answer to get Strategic Business Analytics Specialization certification from ESSEC Business School. Based on R.

mlops_python_handson

Hands-on practices on how to deploy ml model into operationalization.

practicaldatascience_activities

Containing assignment and notes to complete the Practical Data Science course and certification.

pythonfinancial_activities

Projects done by me based on module from Python and Statistics for Financial Analysis from The Hong Kong University of Science and Technology. Based on Python.

r_language_notes

Collection of R coding notes made by me, based from Google Data Analytics course.

seeddonation_kitabisa

Research to analyze the effect of seed donation to people's donation in Kitabisa.

t8rohman

Config files for my GitHub profile.

timeseries_vba

An Excel Macro to analyze a time series data with level, trend, and seasonality elements automatically.

timeseries_vba_python_xlwings

Analyzing components of time series and doing the forecast using Excel as the UI while relying to Python as the back-end.

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