Building a Data-Driven Culture
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What’s Included
Course Introduction
Course Introduction
A data strategy only has value if it can be applied in practice across your organization. In this lesson, we’ll learn about our case study company that wants to start incorporating data science in more of its projects.
Building a Data Project
Building a Data Project
A data-driven company uses data in all of its day-to-day work. In this lesson, you’ll learn about the factors you need to consider when incorporating data in a typical business project.
The Workflow of an AI Project
The Workflow of an AI Project
Different data projects can have different workflows, and it’s important to understand how these projects flow. In this lesson, we’ll consider the first project for our case study, which revolves around the use of artificial intelligence.
The Workflow of a Data Science Project
The Workflow of a Data Science Project
A data science project works slightly differently to an artificial intelligence project. In this lesson, we’ll introduce the workflow for our case study’s second data project, and see how it contrasts with the AI project we saw previously.
Using Data Across Your Company
Using Data Across Your Company
In a data-driven company, data science can be applied in almost every area of the business. In this lesson, we’ll see how different areas of a typical company can incorporate data in their typical activities.
Choosing a Data Project
Choosing a Data Project
You should find that there are multiple different data projects that your company can pursue. In this lesson, we’ll learn about the factors to consider when deciding which of these projects to take on.
Preparing a Data Project
Preparing a Data Project
Before you start any data project, you need to understand what the objectives of the project are, and what obstacles might hinder the project. We’ll learn about both these things in this lesson.
Managing Data Projects
Managing Data Projects
Projects involving data use often involve a large degree of iteration, and this can present particular challenges for project managers. Learn about these challenges in this lesson.
Challenges of Widespread Data Use
Challenges of Widespread Data Use
As you extend the use of data beyond individual projects across your company, you’ll run into certain challenges. In this lesson, we’ll explain what these challenges are and how to deal with them.
What is a Data Driven Company?
What is a Data Driven Company?
As you increase your company’s use of data, you can become more of a data-driven company. But what does this term actually mean in practice? We’ll learn about the characteristics of these companies in this lesson.
Becoming More Data-Driven
Becoming More Data-Driven
Once you understand what a data-driven company looks like, you’ll want to start transforming your company into one. Learn about the steps involved in this process in this lesson.
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