$600 – $900

Intro to Data Science with Python Bootcamp (5 Days)

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7625 Katy Fwy

Houston, TX 77024

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Refunds up to 30 days before event

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Description

Target Student

This course is targeted for those that are beginning their data science journey in Python. It is expected you are comfortable with the fundamentals of the Python programming language. For those that still wish to take this course but lack prior Python knowledge, you can take the Intro to Python Bootcamp, which takes place the week before May 6-10, or complete a precourse assignment on your own.

Expert Instructor

This course is taught by Ted Petrou, an expert at data exploration and machine learning using Python. He is the author of Exercise Python, Master Data Analysis with Python, and Pandas Cookbook.

Course Objective

The major course objective is to teach 'end-to-end' data analysis. By the end of the course, you will be able to examine datasets and produce an investigative report that mixes code, visualizations, and text.

Syllabus

Day 1: Essential Commands

The pandas library is confusing for beginners as it offers a variety of different commands to accomplish the same task. You will learn a small yet powerful subset of pandas that allows you to maximize your data analysis capabilities without getting dragged down by syntax.

Day 2: Grouping Data

Splitting data into independent groups is one of the most common and fundamental operations you can apply to your data. A variety of different grouping tasks will be covered. By the end of day 2, you will have enough firepower to complete a project where you ask and then answer your own data analysis questions.

Day 3: Tidy Data

Tidy data is a structure of data that makes further data analysis easier. A variety of "messy" datasets will be tidied and compared to their original form.

Day 4: Time Series and Regular Expressions

Pandas provides excellent time-series functionality that will be covered. Also, lots of raw data requires cleaning by finding and extracting information within text. Regular expressions can be enormously helpful and will be covered.

Day 5: Exploratory Data Analysis

You will learn a powerful routine for proceeding through a data analysis. You will also learn how to make informative and elegant data visualizations using Matplotlib and Seaborn.

Precourse Assignment

A precourse assignment on the fundamentals of Python will be provided along with an introduction to Pandas that must be completed before the start of the course.

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Date and Time

Location

7625 Katy Fwy

Houston, TX 77024

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Refund Policy

Refunds up to 30 days before event

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