Data Science Bootcamp

Basic business intelligence was once the gold standard in generating insights to drive important business decisions. In the information age, the amount of data available to businesses is nearly surpassing our ability to store, access, and analyze the results in an efficient manner.

Data science is emerging as a discipline to help take business intelligence to the next level by making it easier to harness large amounts of data, make accurate predictions, and create data-driven recommendations.

The goal of this bootcamp is to give you a taste of data science. We will define what data science is and introduce the data scientist's toolset through examples and case studies. By the end of this session, you will be able to phrase problems in data science terms, approach the solution in a structured and rigorous manner, and understand how data visualization can help convey uncovered insights.

Takeaways

A Data Science Overview

• Explain the field of data science, defining common roles, benefits, and trends
• Recognize the different types of problems that can be solved by data scientists

The Data Analytics Workflow

• Discuss common statistical models and their uses
• Define the standard lifecycle of a Data Science project

The Data Science Toolset

• Explore some popular tools and resources to visualize, analyze, and model data
• Identify key elements of the Data Engineering Technical Stack
• Use Data Visualization as a tool in Exploratory Data Analysis

Preparation

• You will need access to a laptop or computer with a working webcam and microphone as well as a strong internet connection.
• This course will occur completely online using Zoom and Slack.
• Course set up information will be emailed to all students signed up around 24 hours before (and again an hour before) your course launches.

The well-being of our employees, students, clients, instructors, and guests is our number one priority here at General Assembly. We are monitoring COVID-19 very carefully and are adjusting delivery of our programs.

Due to the current health concerns, all GA short-form events, workshops & bootcamps will temporarily be held online - including this one.

Registered participants will be notified 24 hours in advance of this program with information on how to log in to the Zoom Meeting Room and other tools you’ll need for the session. Registration for this offering will close 2 hours prior to the session start in order to allow all students ample opportunity to have the technology enabled.