Practice Final Exam Release Notes
PFX = "Practice Final Exam problems"
Practice Exam Solutions
PFX-SP25
- Point breakdown: 11 exercises; 23 points available; 14 points required for 100%; Time limit 4 hours
- Topic: Analysis of the Olympics
- Key skills: Pandas, Python data structures, SQL, string manipulation, feature engineering, train/test split, model performance metrics
PFX-FA24
- Point breakdown: 9 exercises; 17 points available; 13 points required for 100%; Time limit 4 hours
- Topic: Predicting Student College Enrollment
- Key skills: Basic Python, Pandas, Numpy, math to code
PFX-SP24
- Point breakdown: 9 exercises; 16 points available; 12 points required for 100%; Time limit 4 hours
- Topic: Topic Identification
- Key skills: Basic Python data structures, pandas, Numpy, clustering, and matrix factorization
PFX-FA23
- Point breakdown: 11 exercises; 22 points available; 15 points required for 100%; Time limit 4 hours
- Topic: Exam Analysis
- Key skills: Pandas, Numpy, basic Python data structures, and linear regression
PFX-SP23
Note that there is not a TA Walkthrough Solution document available.
- Point breakdown: 9 exercises; 18 points available; 12 points required for 100%; Time limit 4 hours
- Topic: Analysis of NYC bike-share planning. The notebook draws on your skills related to pandas, graphs, and clustering, in addition to many other concepts.
- Key skills: Pandas, Numpy, basic Python data structures (including nested data), clustering, lin alg, and implementing mathematical functions.
PFX-FA22
- Point breakdown: 9 exercises; 18 available points; 13 points required for 100%; 4 hour time limit
- Topic: Time Series Analysis of US Inflation - In this notebook you will clean up, reshape and perform basic time-series analyses on US Consumer Price Index data to make some inferences about inflation.
- Key Skills: Pandas, Numpy, basic Python data structures (including nested data), implementing mathematical functions.