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$\textcolor{orange}{\text{Welcome to Sue's GitHub Account }}$

Self motivated, good in team with critical and strategic thinking. Ability to communicate data science into business via academic knowledge and training. Now I Have been working as a Data Scientist with projects such as Data Analysis , Machine Learning and Deep Learning.

Above all, $\textcolor{orange}{\text{I am a lifelong student.}}$

SKILLS:

  1. DESCRIPTIVE & PREDICTIVE STATISTICS: Standard Deviation, IQR, Variance, Distributions, Histogram, Outliers Hypothesis Testing, A/B Testing, and ANOVA Correlation and Regression Analysis

  2. MACHINE LEARNING: • Explanatory Data Analysis, Feature Engineering • Supervised ML: Regression, Classification Logistic Regression, KNN, Decision Tree, Random Forest, GBM • Unsupervised ML: K-Means Clustering Model • Model tuning, Cross-Validation, Hyperparameter • Python Libraries: NumPy, Pandas, Matplotlib, Seaborn, Sci-kit-learn, SciPy

  3. DATA WRANGLING, DATA VALIDATION, DATA QUALITY MANAGEMENT: • SQL, Python • Tableau

  4. SOFTWARE SYSTEM ARCHITECTURE: • Cloud: AWS, Azure(Learning) • Relational Data Management/Processing

  5. PROJECT MANAGEMENT: • Development Methodologies: Agile, Waterfall • Repository: Git, GitHub, GitLab

  6. LINGUISTIC SKILLS: English, Spanish, Turkish


 📈 Statistics 


 🚀 Skills 

🚀 Skills

Data Analysis Modules
python Text changing depending on mode. Light: 'So light!' Dark: 'So dark!' Text changing depending on mode. Light: 'So light!' Dark: 'So dark!' scipy
Data Visualization Modules
matplotlib seaborn Text changing depending on mode. Light: 'So light!' Dark: 'So dark!'
Database - SQL Server & SQLite
ssms azure-data-studio ssdt sqlite
tableau
ML - Machine Learning Modules
scikit-learn yellowbrick scikit-plot xgboost
DL - Deep Learning Modules
tensorflow keras
NLP - Natural Language Processing Modules
Natural Language Toolkit (NLTK) spaCy
Cloud Computing with Machine Learning Deployment
aws.amazon Text changing depending on mode. Light: 'So light!' Dark: 'So dark!' flask
Web Programing
Text changing depending on mode. Light: 'So light!' Dark: 'So dark!' html5 css3 javascript
Web Requirements
git gitHub jira slack
Python IDE's
colab.research.google Text changing depending on mode. Light: 'So light!' Dark: 'So dark!' anaconda vs-code
pycharm

my github stats  my commit status

languages

Sue Yavuz's Projects

4dsolutions icon 4dsolutions

https://github.com/4dsolutions/clarusway_data_analysis.git

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

checkio icon checkio

This repository is for checkio game task's solutions

itf icon itf

Config files for my GitHub profile.

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