Integrated Case Study for The Machine Learning Process

Study this lesson through guided explanation, interactive questions, visual learning, and an AI tutor that supports your progress step by step.

Unit

The Machine Learning Process

Qualification

Qualifi Level 3 Diploma in Data Science

Status

ready

Lesson objective

By the end of this lesson, learners will be able to engage with 'Gain the mathematical and statistical knowledge and understanding required to conduct basic data analysis.' through the context of 'The Machine Learning Process', using clear academic reasoning and practical examples.

Related outcomes

Outcome 1

Gain the mathematical and statistical knowledge and understanding required to conduct basic data analysis.

Outcome 2

Develop analytical and machine learning skills with Python.

Outcome 3

Develop a strong understanding of data and data processes, including data cleaning, data structuring, and preparing data for analysis and visualisation.

Outcome 4

Understand the data science landscape and ecosystem, including relational databases, graph databases, programming languages such as Python, visualisation tools, and other analytical tools.

Lesson access

Your access status is checked below. If this lesson is included in your purchase and the previous lesson is completed, the AI lesson player will open automatically.

Checking lesson access...

Please wait while we verify your purchase.