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Okancan-Balci/README.md

Hi 👋, I'm Okancan

okancan-balci-linkedin okancan-kaggle

Here are my interests on the Data Field (very briefly):

  • Data Visualization
  • Statistics / Econometrics / ML
  • Machine Learning Operations

And ofcourse to enable the things above:

  • Cloud Computing
  • Data Processing / Transformation / Wrangling

Below you can find some tools that I use regularly or the tools that I am trying to get better at.

Languages

r python mysql postgresql bash zsh

Tools & Libraries

tidyverse tidymodels dplyr ggplot2 rmarkdown

numpy pandas scikit_learn seaborn plotly streamlit tensorflow pytorch selenium


Visual Studio Code rsutdio-IDE jupyter-lab docker git

Cloud Platform Tools

gcp google-cloud-storage data-flow apache-beam apache-spark bigquery automl vertex-ai

You can find my personal projects here on Github or on my Kaggle.

If you wish to contact me my e-mail is okancan.balci@gmail.com. I am always open to have a chitchat about Data Science 😊.

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  1. IMDB_Spider-Man_Text_Analysis IMDB_Spider-Man_Text_Analysis Public

    I analyzed Spider-Man Movie reviews from IMDb. I employed basic NLP techniques like TF-IDF, Sentiment Analysis and Topic Modelling and I shared the results with solid visualizations. All done with R.

    RMarkdown

  2. Kaggle_Notebooks Kaggle_Notebooks Public

    This repo contains my uncategorized Kaggle Notebooks. The rendered versions of the Notebooks can be found on Kaggle.

    RMarkdown

  3. Selenium_Web_Scrapers Selenium_Web_Scrapers Public

    Contains Selenium Webdriver web scrapers for IMDb and BestBuy. Scrapers aren't automated. The scraping processes were done in interactive Jupyter Notebook instances in a semi-supervised manner.

    Jupyter Notebook

  4. KPMG_AU_Data_Analytics KPMG_AU_Data_Analytics Public

    The project of the virtual internship program from forage.com where I cleansed, analyzed and modeled the given data by employing R and Python.

    Jupyter Notebook

  5. MA_Thesis MA_Thesis Public

    Encompasses all of my thesis work including experimental code and the actual Thesis with accompanying code in RMarkdown.

    RMarkdown

  6. stock_analyzer stock_analyzer Public

    This small Streamlit app fits SARIMA models automatically to any Yahoo Finance symbol.

    Python