Data Science Projects with Python (Intermediate)
This quest focuses on enhancing your data science skills through practical projects using Python. You will work on real-world datasets, applying various data analysis and machine learning techniques to extract insights and build predictive models. The quest includes creating a data visualization dashboard, exploring data cleaning and preprocessing methods, implementing regression and classification algorithms, and a final project that combines all these skills. By the end of this quest, you will have a portfolio of projects that showcase your capabilities as a data scientist, ready to impress potential employers.
• Understand and apply data cleaning techniques on real-world datasets.
• Create effective data visualizations using libraries such as Matplotlib and Seaborn.
• Implement machine learning algorithms for classification and regression tasks.
• Develop a comprehensive data science project that includes data analysis, modeling, and visualization.
