Gain insights into conducting meaningful data analysis in Python without prior programming experience. Discover Python fundamentals, data preprocessing, EDA, and predictive analytics for solving business problems.

env.tar.gz

Python3

Ready to move past Excel for complex business analysis? Then you’ll find this course very helpful.

This hands-on introductory Data Science course is aimed at professionals and students who don't have any experience with programming. It will help you advance your career by preparing you to conduct meaningful data analysis in Python on any dataset — large or small.

You’ll begin with the fundamentals of Python, with focus on CSV files in Python, covering concepts like data preprocessing and Exploratory Data Analysis (EDA). In the second half, you'll focus on predictive and inferential analysis using statistical and machine learning techniques, and learn how these techniques can help solve business problems.

Data Science for Non-Programmers

## Plotting
A **Plot** is a way of representing data visually. It can describe relationships between variables. Plots can give insight and information about the data that may not have been easily derived by looking at the data as a table. 

Almost every tool that works with spreadsheets can plot data. Python has a complete package dedicated for plotting data known as *matplotlib*. We will be using this package with pandas to plot data. In this lesson, we will discuss **univariate plots**. These are plots where a single variable is plotted. 

# Plotting
A **Plot** is a way of representing data visually. It can describe relationships between variables. Plots can give insight and information about the data that may not have been easily derived by looking at the data as a table. 

Almost every tool that works with spreadsheets can plot data. Python has a complete package dedicated for plotting data known as *matplotlib*. We will be using this package with pandas to plot data. In this lesson, we will discuss **univariate plots**. These are plots where a single variable is plotted. 

This lesson will describe the process of plotting univariate plots of the data from a csv file in Python.

What is Data Science

Python Basics

Handling Tabular Data in Python

Data Cleaning

Exploratory Data Analysis

Statistical Inference

Predictive Models

Machine Learning

Plotting Data 1: Univariate Plots

Plotting