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



Advanced Pandas and Numpy

Data Cleaning

Feature Engineering

Advanced Visualizations

Data Analysis

Experiment Set-Up

Hypothesis testing

Basic Modeling

Linear and Logistic Regression