Welcome to our training catalog. All courses are provided in-house and the courses listed below can be mixed to meet your needs.

Please contact us to discuss what courses would best match your requirements and if you have any questions on specific courses or course categories.

 

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Practical Data Analysis
Strategies and tools for applying data analysis techniques at work
Grammar of Graphics and ggplot2
Grammar of Graphics and ggplot2 Image

The French idiomatic expression “l’habit ne fait pas le moine” cautions analysts and data consumers alike not to fall into the trap laid by pretty pictures: content is more important than style. In a world where stakeholder buy-in and data storytelling is becoming increasingly important, however, there is no denying that great content and good visuals provide a significant upgrade on great content alone. In this course, we discuss the grammar of graphics (as implemented in the R tidyverse package ggplot2).

Product Code: DV-3
Course Duration (hours): 6
A Machine Learning Capstone Project
A Machine Learning Capstone Project Image

(details to come)

Product Code: LBD-1
Course Duration (hours): 24
A Text Mining Project
A Text Mining Project Image

(details coming soon)

Product Code: LBD-2
Course Duration (hours): 24
A Data Science Pipeline
A Data Science Pipeline Image

(details coming soon)

Product Code: LBD-3
Course Duration (hours): 24
Putting it All Together
Putting it All Together Image

(details coming soon)

Product Code: LBD-4
Course Duration (hours): 24
Data Processing and Preparation
Data Processing and Preparation Image

Before data can be used for increased awareness, decision support and knowledge discovery, it must be transformed from its raw state into one that is valid, usable and applicable to a particular problem. This half-day workshop provides a first pass look at some of the many different elements of data processing: data transformation, data validation, data cleaning and dealing with missing data, as well as some of the typical considerations and issues that arise at each of these data processing stages.

Product Code: AI-2
Course Duration (hours): 3
Data and Information Architectures
Data and Information Architectures Image

Data analysis can only occur within the context of a supporting data architecture. Although the technological underpinnings and exact construction of such architectures can be vary, there are design principals that can be defined and described across technologies. This half-day workshop introduces a number of different high level data and information architectures, including databases, data lakes, ontogies, NoSQL and graph databases. Within the context of these architectures, the module also discusses, more generally what it means to structure data, and why choosing the correct data structure is essential in enabling the intended use of your data.

Product Code: AI-3
Course Duration (hours): 3
Becoming A Data Translator
Becoming A Data Translator Image

Hot on the heels of the data science explosion, data translators are becoming the next big in-demand role in data-driven projects. But what is a data translator, and what do you need to know to become one? This one-day workshop will introduce you to the data translator role, which focuses on helping data scientists and business stakeholders communicate with each other. The workshop will also review the fundamental concepts and areas of expertise with which all data translators must be familiar, including: data science, data engineering, business intelligence and data management. The workshop will conclude by reviewing the typical parts and processes of data science projects, and explore the role of the data translator at each stage.

Product Code: AI-4
Course Duration (hours): 6
Programming BootCamp: From Novice to Next Steps
Programming BootCamp: From Novice to Next Steps Image

This two-week bootcamp will take you from not knowing anything about computer programming (a ‘Noob’ in the programming world) to starting to self-learn with confidence. The first week will focus on an overview of programming practices and strategies, along with a discussion of other computer concepts relevant to programming: types of programming languages and programmers, programming best practices, programming theory and practice, operating systems and file systems, internet and cloud protocols. There will be hands-on exercises in the first week, but they will not require participants to write code from scratch. The second week will be a series of labs where participants learn to write a series of simple programs using both Python (as an example of a general programming language) and R (as an example of a specialty programming language, focusing on data manipulation, analysis and visualization), culminating in a cap-stone simple web-app project.

Product Code: AI-6
Course Duration (hours): 40
Practical Data Analysis
Strategies and tools for applying data analysis techniques at work
Grammar of Graphics and ggplot2 Image
Grammar of Graphics and ggplot2
The French idiomatic expression “l’habit ne fait pas le moine” cautions analysts and data consumers alike not to fall into the trap laid by pretty pictures: content is more important than style. In a world where stakeholder... Read More
Product Code: DV-3
Course Duration (hours): 6
A Machine Learning Capstone Project Image
A Machine Learning Capstone Project
(details to come)
Product Code: LBD-1
Course Duration (hours): 24
A Text Mining Project Image
A Text Mining Project
(details coming soon)
Product Code: LBD-2
Course Duration (hours): 24
A Data Science Pipeline Image
A Data Science Pipeline
(details coming soon)
Product Code: LBD-3
Course Duration (hours): 24
Putting it All Together Image
Putting it All Together
(details coming soon)
Product Code: LBD-4
Course Duration (hours): 24
Data Processing and Preparation Image
Data Processing and Preparation
Before data can be used for increased awareness, decision support and knowledge discovery, it must be transformed from its raw state into one that is valid, usable and applicable to a particular problem. This half-day workshop provides a... Read More
Product Code: AI-2
Course Duration (hours): 3
Data and Information Architectures Image
Data and Information Architectures
Data analysis can only occur within the context of a supporting data architecture. Although the technological underpinnings and exact construction of such architectures can be vary, there are design principals that can be defined and des... Read More
Product Code: AI-3
Course Duration (hours): 3
Becoming A Data Translator Image
Becoming A Data Translator
Hot on the heels of the data science explosion, data translators are becoming the next big in-demand role in data-driven projects. But what is a data translator, and what do you need to know to become one? This one-day workshop will intr... Read More
Product Code: AI-4
Course Duration (hours): 6
Programming BootCamp: From Novice to Next Steps Image
Programming BootCamp: From Novice to Next Steps
This two-week bootcamp will take you from not knowing anything about computer programming (a ‘Noob’ in the programming world) to starting to self-learn with confidence. The first week will focus on an overview of programming ... Read More
Product Code: AI-6
Course Duration (hours): 40