Case Studies
Programming Case Studies from Real Student Projects
Each case study is a real project handled by a named GeeksProgramming expert, anonymized to protect the student. We show the assignment brief, the technical approach, the actual output, and what the result does and does not prove.
- Case Study Samuel P.
Python Neural Networks for Surface Hardness and Roughness
A worked Mechanics of Advanced Manufacturing case study using equation-generated data, neural-network grid search, and early stopping.
python tensorflow keras neural-networks regression - Case Study Samuel P.
RStudio Text Mining Case Study: Cybersecurity News
An anonymized RStudio project that used The Guardian API, text mining, topic modeling, and sentiment analysis to compare cybersecurity reporting across the UK, US, and Australia.
rstudio text-mining topic-modeling sentiment-analysis lda - Case Study Samuel P.
Python 2SLS Case Study: How Our Expert Helped a Student
A real but anonymized case study of Samuel P.'s Python work on a financial econometrics assignment covering inflation, stock returns, simultaneous equations, and IV-2SLS.
python econometrics 2sls instrumental-variables time-series
