1-2 hours
Beginner
Online
Beginner’s Guide to Data Collection and Preparation
Provider Hartree Centre
Find out more
E-learning
Beginner
Beginner’s Guide to Machine Learning and Data Science
Provider Hartree Centre
Course description
This beginner level course is offered by our training partners, the Hartree Centre. This course will introduce you to some of the techniques of data science and machine learning, and the kind of problems it can solve.
In this introductory level course, you will discover the different types of data analytics and how they can be applied to industry challenges to improve the productivity of their business. You will also learn how to review data sets to find useful lines of enquiry and identify potential problems. This course will also explore time series data and the insights that this data can provide. Further to this, you will learn about the steps involved in building a predictive model, the different types of model there are and when it is appropriate to use them.
- Understand the different types of data analytics and how they can be applied to industry challenges
- Learn how to review data sets to identify useful connections and potential problems
- Understand what time series data is and what information this provides
- Identify the steps in building a predictive model
- Understand the different types of model and their uses
- Problem Solving
- Data Literacy
- Data Analysis
- Data Processing
- Time Series Data Awareness
- Model Awareness
This course has no pre-requisites and is suitable for all but will particularly appeal to those wishing to get an overview of what data science could do for their organisation, or anyone wishing for a bite-sized practical guide to applying machine learning to real-world challenges. While there are no pre-requisites to this course, a general understanding of mathematical terminology will be beneficial.
- Access to a 1 hour 40 minutes course video
- Access to 4 relevant case studies
Access Information
Prior to clicking on the link to this course, it is essential that an account is created with Hartree Centre. This will enable you to access the course directly from the link and will enable you to access their other courses which we recommend.
To create an account please click here and ensure you specify that you heard about their courses from the AMRICC Academy.
Course
Duration
1-2 hours
Delivery Method
Online
Learner Level
Beginner
