With a strong foundation in mathematics and statistics, coupled with proficiency in Python and R, I offer comprehensive solutions tailored to your specific needs.
Services Offered:
Mathematics:
- Calculus, linear algebra, and differential equations
- Optimization techniques and numerical methods
- Analytical reasoning and logical analysis
Statistics:
- Descriptive and inferential statistical analysis
- Hypothesis testing and confidence intervals
- Regression analysis (linear, logistic, multiple)
- Analysis of variance (ANOVA) and other variance analysis techniques
- Time series analysis and forecasting
- Multivariate statistical methods
- Survey design and analysis
Python:
- Data analysis and manipulation using Pandas and NumPy
- Data visualization with Matplotlib, Seaborn, and Plotly
- Machine learning model implementation with Scikit-learn, TensorFlow, and PyTorch
- Web scraping and data extraction with BeautifulSoup and Scrapy
- Statistical analysis and automation with Python scripts
- Development of custom algorithms and functions
R:
- Data analysis and visualization with ggplot2, dplyr, and tidyr
- Statistical modeling and hypothesis testing
- Machine learning and predictive modeling with caret and mlr
- Advanced statistical computing and graphics
- Development of interactive web applications using Shiny
- Implementation of reproducible research with RMarkdown
Expertise and Experience:
With 5 years of experience in mathematics, statistics, and programming, I bring deep technical knowledge and practical skills to every project.