プロフィール詳細

プロジェクトを作成

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Dr. Cagatay T.に依頼

Turkey

Statistician & Data Analyst | Expert in R & SPSS

プロフィール概要

I’ve worked on a variety of qualitative and quantitative data analysis projects. I have substantial experience in organizing and analyzing massive data sets. Since my undergraduate and graduate education is in statistics, I am confident in my theoretical knowledge of statistical data analysis. My academic work has focused on establishing a forecasting model of Turkey's daily wind energy production using deep learning methods. I applied Long-Short-Term Memory (LSTM), Bidirectional Long-Short-Term Memory (BLSTM), Gated Repetitive Network (GRU), and Convolutional Neural Network (CNN). Long-Short-Term Memory (LSTM), Bidirectional Long-Short-Term Memory (BLSTM), Gated Repetitive Network (GRU), and Convolutional Neural Network (CNN) using different lag sizes and number of nodes. I used Python programming language to evaluate the predictive results of these algorithms. What I can offer you : Statistical data analysis Power analysis, descriptive statistics, inferential statistics, multivariate statistics, sampling methods, parametric and non-parametric tests, exploratory factor analysis, regression and correlation, cluster analysis, reliability and item analysis, structural equation modeling, predictive modeling, analysis using SPSS / R

専門分野

• ★ Data Analysis
• ★ Applied Statistics
• ★ SPSS
• ☆ Biostatistics
• ☆ Data Exploration
• ☆ Data Collection
• ☆ Data Manipulation
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Statistics
• ☆ Social Statistics
• ☆ Bayesian Statistics
• ☆ Mathematical Statistics
• ☆ Health Data Analysis
• ☆ Excel
• ☆ R
• ☆ Survey Design & Methodology

サービス

• Research
• Data & AI

Research Secondary Data Collection

Data & AI Statistical Analysis

職務経験

Academic Specialist

TED University

3月 2022 - 現在

Senior Quantitative Analyst

Plan International Canada

5月 2021 - 10月 2021

Datacenter Operator

International Game Technology

11月 2018 - 8月 2020

Customer Consultant

Garanti BBVA

9月 2015 - 11月 2018

学歴

PhD

Ankara University, Department of Statistics

2月 2023 - 現在

Master's degree

Ankara University, Department of Statistics

7月 2020 - 9月 2022

Master's degree (Completed all degree requirements except the culminating thesis.)

Ankara University, Institute of Forensic Sciences, Criminalistics

2月 2015 - 1月 2019

Bachelor's degree

Gazi University Department of Statistics

9月 2008 - 3月 2014

認定資格

• Mathematical Biostatistics Boot Camp 1

  Coursera (Johns Hopkins University)

  https://www.coursera.org/account/accomplishments/certificate/WE33D9RR5M6N

  1月 2021 - 現在

• R Programming A-Z : For Data Science With Real Exercises!

  udemy

  https://www.udemy.com/certificate/UC-47753739-d1b1-4588-9226-f0c6d31f4e62/

  1月 2021 - 現在

• R Programming: Advanced Analytics In R For Data Science

  udemy

  https://www.udemy.com/certificate/UC-9b1f3e20-8096-4d78-8467-9d24970686dd/

  1月 2021 - 現在

• Machine Learning

  Coursera (Stanford University)

  https://www.coursera.org/account/accomplishments/certificate/F94H9UZJ4MTA

  12月 2020 - 現在