- Conducting of environmental audit & certification processes(GTW, INDITEX, OCS, RCS, HM, C&A)- Chemical traceability(ZDHC, KKDİK, InCheck CIL Report)- Waste management (ECBS, MOTAT)- Conducting track of stock- Conducting production planning and archive- Analyzing production data and to segmentation customer- Accounting support, preparation of invoice

- Linux Bash Script- Docker- Introduction to MLOps- Introduction to MLEngineering- ML Development Process- Deployment Patterns and Tools- MLflow- API Development with FastAPI- Model Deployment with FastAPI- Deployment on Docker- Deployment on Kubernetes- Deployment on VM- Deployment on EC2- ML Pipelines- Detecting Drift- Packaging Python Code- How to Scale with Spark- CI/CD- Jenkins- Introduction to IaaC (Terraform)- Introduction to Ansible- Introduction to Datascience on AWS

- PyCharm, Virtual Envs, Dependency Management- Phyton (Numpy, Pandas, Scikit-Learn, Seaborn, Matplotlib)- Exploratory Data Analysis (EDA) & Data ProcessingCRM Analytics (KPI, Cohort, CLV Segmentation)- BG-NBD: Expected Sales Forecasting- Gamma-Gamma: Expected Average Profit- RFM AnalysisMeasurement Problems- A/B Testing- Amazon Reviews Sorting, Ratings ScoringMachine LearningRecommendation Systems- Association Rule Learning with Apriori Agorithm- Collaborative Filtering & Content Based Filtering- Hybrid Recommender System Project (IMDB Films)Feature Engineering & Extractions- Telco Churn Feature Engineering with EDA & Prediction- Diabets EDA & Prediction- Data Manipulation- Data Visualization

Department of Transportation Planning - Statistics Department- 6-month Damage Status Analysis of Vehicles- Line Route Time Analysis- Preparation of Monthly Reporting