Work with Me — Consulting & Teaching
Consultation Firm
What I Offer
Mathematics & statistics foundation
- Calculus
- Linear Algebra
- Probability and statistics theory
Statistical modelling & Machine Learning 1
- Statistical inference and simulation
- Bayesian inference with Stan/CmdStan
- Custom model development and validation
Statistical modelling & Machine Learning 2
- Experimental design and causal inference
- Longitudinal study and time series analysis & forecasting
- Applications with Python and R
Research & Development Consultation
- Research study consultation
What I Offer
Data Science
- Data Visualization (
{ggplot2},{altair}) - Shiny app development
- Data manipulation and relational algebra with SQL and
{tidyverse} - Geospatial data analysis
Package Development
- R/Python package development
- API design and documentation
- Testing frameworks
- Open-source maintenance strategies
Rates, Inquiry & Engagement
- Retainer packages available for ongoing work
- Book the consultation firm in Calendly
- Or email me at: joshua.marie.k@gmail.com
Course Tutorial
This is a live session with me, prepared with interactive slides.
Available Now
- Course section 1: Functional programming
- Course section 2: Performance optimization
- Course section 3: Metaprogramming
Coming Soon
Bayesian Inference with Stan - Course section 1: Probabilistic programming fundamentals - Course section 2: Stan mechanics - Course section 3: Model building and diagnostics