Data Science Journey

This is my journey of learning Data Science on Udemy using the Python program language.

• Instructor : Jose Portilla

This comprehensive course is designed to be on par with Bootcamps that usually cost thousands of dollars and includes the following topics:

• Programming with Python
• NumPy with Python
• Deep dive into Pandas for Data Analysis
• Full understanding of Matplotlib Programming Library
• Deep dive into seaborn for data visualizations
• Machine Learning with SciKit Learn, including:
• Linear Regression
• Regularization
• Lasso Regression
• Ridge Regression
• Elastic Net
• K Nearest Neighbors
• K Means Clustering
• Decision Trees
• Random Forests
• Natural Language Processing
• Support Vector Machines
• Hierarchal Clustering
• DBSCAN
• PCA
• Model Deployment