Veri Bilimi
Completed by BAŞAK DEMIR on April 6, 2026
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Badge ID: O7OhXgtBTiqzoV4LQf4qRw
About this Badge
Veri nedir, nasıl yönetili, nasıl temizlenir gibi teorik bilgilerin yanında sql ve python ile uygulama, makine öğrenmesi ile teoriği pratiğe dökülecek.
Learning objectives
- Python ve SQL kullanarak veri temizleme, düzenleme ve analiz etme becerilerini geliştirin.
- Veri görselleştirme ve hikaye anlatımı tekniklerini kullanarak verilerden içgörüler çıkarın ve bu içgörüleri etkili bir şekilde iletin.
- Makine öğrenimi modelleri ve regresyon analizini kullanarak iş problemlerini çözmek için veri modelleme yöntemlerini uygulayın.
- Veri analizi ve karar verme süreçlerinde etkili soru sorma ve veri odaklı karar alma stratejilerini öğrenin.
Skills learned
- Machine Learning Algorithms
- Machine Learning Methods
- Descriptive Statistics
- Applied Machine Learning
- Statistical Machine Learning
- Probability Distribution
- Exploratory Data Analysis
- Advanced Analytics
- Data Visualization Software
- Sample Size Determination
- Random Forest Algorithm
- Pivot Tables And Charts
- Business Analytics
- Statistical Hypothesis Testing
- Verification And Validation
- Decision Tree Learning
- Smart Goals
- Excel Formulas
- Statistical Methods
- Artificial Intelligence
- Problem Solving
- Analytical Skills
- Statistical Inference
- User Feedback
- Predictive Modeling
- Google Sheets
- Performance Tuning
- Quantitative Research
- Supervised Learning
- Data Integrity
- Python Programming
- Stakeholder Communications
- Statistical Programming
- Unsupervised Learning
- Variance Analysis
- Correlation Analysis
- Data Entry
- Statistical Modeling
- Data Compilation
- Data Sharing
- Data Structures
- Data Validation
- Unstructured Data
- Feature Engineering
- Technical Communication
- Project Documentation
- Regression Analysis
- Machine Learning
- Spreadsheet Software
- Tableau Software
- Dashboard
- Data Collection
- Data Cleansing
- Data Integration
- Data Literacy
- Data Manipulation
- Algorithms
- Debugging
- NumPy
- Data Processing
- Metadata Management
- Statistical Analysis
- Data Ethics
- Data Storytelling
- Data Transformation
- Data Science
- Portfolio Management
- Workflow Management
- Data Visualization
- Data Security
- Scripting
- Probability
- Statistics
- Data Storage
- Databases
- SQL
- Project Design
- Business Analysis
- Data Quality
- Analytics
- Data Analysis
- Data Management
- Scikit Learn (Machine Learning Library)
- Sampling (Statistics)
- Pandas (Python Package)
- Object Oriented Programming (OOP)
- Data-Driven Decision-Making
- Skills section collapsed. Showing 7 of 87 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.