Business Skills
- Explanatory Data Analysis
- Descriptive and Predictive Statistics
- Hypothesis Testing and ANOVA
- A/B Testing
- Correlation and Regression Analysis
- Statistical Modeling
- Machine Learning, Supervised ML, Unsupervised ML
- Pandas, NumPy, Matplotlib, Seaborn, Ski-learn, SciPy
- Big Data, Apache Spark, PySpark
- Data Quality & Data Validation
- Data Manipulation & Data Visualization
- Outliers & Missing Value Analysis
- Normalization & Denormalization