Data Science for Business Professionals (DSBIZ ™)

The ability to identify and respond to changing trends is a hallmark of a successful business. Whether those trends are related to customers and sales, or to regulatory and industry standards, businesses are wise to keep track of the variables that can affect the bottom line. In today’s business landscape, data comes from numerous sources and in diverse forms. By leveraging data science concepts and technologies, businesses can mold all of that raw data into information that facilitates decisions to improve and expand the success of the business.

Course Details

Price:

$495.00

Days:

0.5

Location:

Virtual

Course Overview

To ensure your success in this course, you should have a working knowledge of general business concepts and practices. You should also have a basic understanding of information technology (IT) resources and systems, including networks, computers, and other digital devices used in an enterprise setting.

1 – Addressing Business Issues with Data Science

Topic A: Initiate a Data Science Project
Topic B: Formulate a Data Science Problem

2 – Extracting, Transforming, and Loading Data

Topic A: Extract Data
Topic B: Transform Data
Topic C: Load Data

3 – Analyzing Data

Topic A: Examine Data
Topic B: Explore the Underlying Distribution of Data
Topic C: Use Visualizations to Analyze Data
Topic D: Preprocess Data

4 – Designing a Machine Learning Approach

Topic A: Identify Machine Learning Concepts
Topic B: Test a Hypothesis

5 – Developing Classification Models

Topic A: Train and Tune Classification Models
Topic B: Evaluate Classification Models

6 – Developing Regression Models

Topic A: Train and Tune Regression Models
Topic B: Evaluate Regression Models

7 – Developing Clustering Models

Topic A: Train and Tune Clustering Models
Topic B: Evaluate Clustering Models

8 – Finalizing a Data Science Project

Topic A: Communicate Results to Stakeholders
Topic B: Demonstrate Models in a Web App
Topic C: Implement and Test Production Pipelines

Class Dates & Times


03/10/2026 Virtual 09:00:00 to 12:30:00 EST Enroll Now $495.00
07/14/2026 Virtual 09:00:00 to 12:30:00 EST Enroll Now $495.00
11/07/2025 Virtual 09:00:00 to 12:30:00 EST Enroll Now $495.00

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