Overview
Curriculum
In this module, we’ll explore how to use predictive modelling to create real business impact. We’ll learn to identify the right opportunities for machine learning, translate business goals into actionable models, and recognize when good models might still lead to poor outcomes. We’ll also cover essential data requirements and key ethical considerations. By the end, you’ll be able to understand predictive systems that are both effective and aligned with business strategy.
What You'll Learn
- Learn how to identify the right business opportunities for real analytics impact
- Investigate conditions where a good machine learning model leads to an adverse business impact
- Understand various types of data necessary for data collection and analysis
- Identify how to translate business goals into actionable machine learning solutions
- Understand key ethical and practical challenges in building effective predictive systems
Courses you might be interested in
In this module, we’ll build the foundational programming knowledge and theory needed to succeed in the bootcamp. By covering essential Python concepts and tools, we’ll set ourselves up for a...
-
11 Lessons
$100.00
In this module, we’ll focus on data exploration, visualization, and feature engineering—essential steps in preparing data for analysis. We’ll learn how to use techniques like summary statistics and visual tools...
-
14 Lessons
$100.00
In this module, we’ll explore how to turn raw data into compelling visual stories. We’ll learn how to choose the right visualizations for different data types, and apply tools like...
-
12 Lessons
$100.00
In this module, we’ll explore how to use predictive modelling to create real business impact. We’ll learn to identify the right opportunities for machine learning, translate business goals into actionable...
-
9 Lessons
$100.00