DS 201-1 - Working With Data
In DS 201-1, we will cover the techniques that real life data scientists use to gain insight into a dataset. From data engineering, to more advanced manipulation and visualizations; this course will show you how to unlock the secrets of any dataset — with the expressed goal of building experiments that require the building of a hypothesis function or “Model”.
Course Details
Data Extraction
Requests
BeautifulSoup
Advanced Pandas and Numpy
Data Cleaning
Feature Engineering
Advanced Visualizations
Data Analysis
Experiment Set-Up
Hypothesis testing
Basic Modeling
Linear and Logistic Regression