mtahiraslan

Here are 8 public repositories matching this topic...

mtahiraslan /data-analyst-roadmap

Based on my own experience, I think this roadmap will answer all the questions of how to become a data analyst from zero, which technologies and programming languages are better to know, what kind of soft skills do we need, how do I start my professional career in this field.

python resume data roadmap statistics programming sql excel businessintelligence resources tutorials interview courses blogs tableau powerbi dataanalysis softskills dataanalyst mtahiraslan

UpdatedSep 20, 2024

mtahiraslan /rule_based_classification

Star9

It is an application that estimates how much a new customer can earn on average and in which segment by applying EDA (Exploratory Data Analysis), segmentation and forecasting methods on persona.csv (customer dataset) using the Streamlit library.

python eda pandas pil classification matplotlib rule based streamlit mtahiraslan rule-based-classification

UpdatedMar 2, 2023
Python

mtahiraslan /8_week_sql_challenge

Star8

SQL solutions for #8WeekSQLChallenge questions by Danny Ma

sql postgresql datascience data-analysis case-study 8weeksqlchallenge mtahiraslan

UpdatedMar 28, 2023

mtahiraslan /flo_cltv_prediction

Star7

FLO wants to determine roadmap for sales and marketing activities. In order for the company to make a medium long -term plan, it is necessary to estimate the potential value that existing customers will provide to the company in the future.

python numpy scikit-learn pandas datascience segmentation customer clv cltv flo customer-segmentation bg-nbd gamma-gamma mtahiraslan

UpdatedMar 7, 2023
Python

mtahiraslan /flo_rfm_analysis

Star4

FLO, which is an online shoe store, wants to divide its customers into segments and determine marketing strategies according to these segments. For this, the behavior of customers will be defined and groups will be formed according to the clutches in these behaviors.

python numpy pandas datascience customer rfm flo rfm-analysis mtahiraslan

UpdatedMar 7, 2023
Python

mtahiraslan /ab_testing_project

Star4

Comparison of A/B Test and Conversion of Bidding Methods

python pandas ab-testing products ttest scipy-stats levene shapiro mtahiraslan

UpdatedMar 15, 2023
Python

mtahiraslan /armut_arl_recommender_system

Star3

An association rule learning-based product recommendation system is desired to be created using the dataset containing users who received services and the categories of services they received.

python numpy pandas recommender-systems association-rules frequent-pattern-mining apriori-algorithm rule-based mlxtend armut mtahiraslan