lifefir3 / finalcapstone Goto Github PK

• Capstone Project IV: Data Visualisation
• Capstone Project V: Databases
• Capstone Project VI: Image Processing
• Capstone Project VII: Unsupervised Machine Learning

Conduct an exploratory study of the current state of renewable energy and assess the progress towards a complete transition away from fossil fuels.

Create a program that use SQLite for a bookstore that allows them to add new books, update book information, delete books, and search for specific books.

Optimize and calibrate the parameters of a Random Forest Classifier model on the MNIST dataset, Identify the classes that the model has difficulty classifying, and evaluate its performance using metrics such as accuracy, precision, recall, and f1-score.

Conduct an in-depth analysis of the UsArrests.csv dataset using Principal Component Analysis, including pre-processing steps and interpretation of outcomes. Additionally, perform clustering analysis using two different techniques, examining the resulting clusters and identifying any shared characteristics among them.