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Hi 👋👾, I'm AYHAN

Data Science | Machine Learning | Deep Learning | NLP | NLTK | Tensorflow | Keras | Python | SQL | Numpy | Pandas | Matplotlib | Seaborn | AWS | Git

As a dedicated Junior Data Scientist, 9 months of hands-on remote work experience at Techno Study by Mersys LLC, including internships and certified training. where I honed my skills in Python, SQL, Tableau, and various machine learning algorithms. Collaborating within a dynamic team, we undertook projects, including generating synthetic data for schools and resolving Python challenges. My prociency in utilizing tools like Jira and GitHub facilitated seamless project sharing with my team members. With a passion for problem-solving and an eagerness to stay at the forefront of the data science eld, I am driven to make meaningful contributions in future ventures

  • 🌱 I’m currently learning Machine Learning,Deep Learning,Data Analysis,Data Science

  • 👨‍💻 All of my projects are available at https://www.datascienceportfol.io/Ayhan_Cagann

  • 💬 Ask me about Machine Learning Algorithms : Linear Regression, Logistic Regression, Decision Trees, SVM, kNN, K-Means, Random Forest, GradientBoosting Algorithms(GBM, XGBoost,LightGBM, CatBoost)

  • 📫 How to reach me [email protected]

Connect with me:

linkedin.com/in/ayhancagan @ayhancagaan

Languages and Tools:

aws docker mongodb mysql pandas python pytorch scikit_learn seaborn tensorflow

Ayhan Cagan's Projects

diabetes_or_no icon diabetes_or_no

# In this project, we will develop a machine learning model that # can predict whether Pima Indian Women in the dataset have diabetes or not.

gradient_decent_vs_linear_regression icon gradient_decent_vs_linear_regression

Emlak piyasası üzerinden Gradient Decent( meyilli iniş ) algoritması ile bir modelin hatasını nasıl minimizasyon ettiğimizi açıklayan, klasik Linear regresyon modeli ile farkını anlatan çalışmadır.

hmeq_classification_xgboost icon hmeq_classification_xgboost

The HMEQ (Home Equity) dataset contains features and default information for 5,960 home equity loans. A home equity loan is a type of loan where the borrower uses the equity of their home as collateral.

house_prediction_ames icon house_prediction_ames

It is our job to predict the sales price for each house. For each Id in the test set, you must predict the value of the SalePrice variable.

kur_algoritmik_islem_modeli_-tl icon kur_algoritmik_islem_modeli_-tl

Yahoofinance verileri kullanılarak ilgili tarih Aselsan hisse değeri ve ilgili tarih $/tl kuru verileri çekilmiştir Bu veriler üzerinden ilk olarak Durağanlık kavramı incelenmiş olup veriye finans piyasalarında yaygın olarak kullanılan analizler eklenmiştir...

stock_price_with_lstm icon stock_price_with_lstm

Creating a machine learning model using LSTM (Long Short-Term Memory) with financial data obtained from Yahoo Finance to build a predictive model and to understand the complexity of financial forecasting

turkey_earthquake_data_analysis_with_keras_deep_learning icon turkey_earthquake_data_analysis_with_keras_deep_learning

"Bu çalışma, Keras Deep Learning çerçevesini kullanarak geçmiş deprem verilerine dayanarak deprem büyüklüğünü (xM) tahmin etmek amacıyla bir model geliştirmeyi amaçlamaktadır. Geliştirilecek olan model, özellikle depremin büyüklüğünü çeşitli girdi özellikleri kullanarak tahmin etmeyi hedeflemektedir.

web_scraping icon web_scraping

web scraping kullanarak veri çekme ve bir MySQL veritabanına kaydetme işlemi

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