Applied Data Science Capstone

Overview

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

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