Applied Data Science Capstone

Demonstrate proficiency in data science and machine learning techniques using a real-world data set and prepare a report for stakeholders.

What you’ll learn

1. Demonstrate proficiency in data science and machine learning techniques using a real-world data set and prepare a report for stakeholders
2. Apply your skills to perform data collection, data wrangling, exploratory data analysis, data visualization model development, and model evaluation
3. Write Python code to create machine learning models including support vector machines, decision tree classifiers, and k-nearest neighbors
4. Evaluate the results of machine learning models for predictive analysis, compare their strengths and weaknesses and identify the optimal model