BloomTech Labs: Labs 1 - 4 160 Hours Bloom Institute of Technology offers students a professional immersive experience during Labs. They gain valuable experiential practice that solidifies their core skill learnings. They learn how to operate in an agile environment and follow a standard development process. DATA SCIENCE Required Program Length: 960 hours / 24 Sprints Cumulative Final Exam: None Graduation Document: Certificate Of Completion Standard Occupational Codes / Potential Employment Titles: 15-1111 Classification of Instructional Programs (CIP) Code: 11.0301 Sample of reported job titles: Data Scientist, Data Analyst, Business Intelligence Analyst, Machine Learning Engineer, Data Engineer, Software Engineer Program Description: In this program students learn industry-current tools and techniques for data science, adopting best practices in the Python ecosystem. This program will take the student from a solid foundation to employing advanced statistical models. This course of instruction prepares individuals for entry-level jobs such as data analyst and machine learning engineer. Graduates may find suitable employment with technology companies as well as traditional companies looking to take better advantage of their existing data. Program Objectives: Upon successful completion of this program the student should be able to: 1. Analyze data of a variety of types 2. Build reproducible analyses and data-powered systems 3. Be able to glean, communicate, and build on insights from data Program Outline: Data Science Core Course Title Lecture Lab Data Wrangling and Storytelling 10 30 Statistical Tests and Experiments 10 30 Linear Algebra 10 30 Applied Computer Science 1 10 30 Linear Models 10 30 Kaggle Challenge 10 30 Applied Modeling 10 30 Page 39 of 58 REV 10/31/2022 This catalog applies to all students other than those who reside in CA, CO, GA, TX, and DC who have their own catalogs.