I will do time series analysis and forcasting with advance ai
MACHINE LEARNING AND STATISTICAL WORK EXPERT
About this Gig
Do you have data but arent sure what it is telling you?
I can help you understand your data, find important patterns, and make reliable predictions using time series analysis, forecasting, and statistical testing.
Im a BS Statistics graduate with hands-on experience completing real data projects, including revenue forecasting and temperature forecasting. I have worked with historical data to identify trends, seasonality, relationships, and changes over time, and then used statistical and forecasting methods to predict future values.
What I can do for you:
Time Series Analysis
- Trend and seasonality analysis
- Monthly, quarterly, and yearly analysis
- Moving averages and decomposition
- Stationarity testing
- ACF and PACF analysis
- Time series visualization
Forecasting
- Revenue forecasting
- Sales forecasting
- Temperature/weather forecasting
- ARIMA/SARIMA/SARIMAX
- Exponential Smoothing
- Other suitable forecasting methods
- Forecast accuracy and model evaluation
Hypothesis Testing
- t-test
- Chi-square test
- ANOVA
- Correlation analysis
- Normality testing
- Independence testing
- Other statistical tests based on your data
I can work with your data using Python, Excel, R, SPSS, and SQL.
Programming language:
Python
•
SQL
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
APIs:
Microsoft Computer Vision AI
Tools:
Jupyter Notebook
•
Excel
