TRAINING MODULES

Train your people and together build the Data Driven Organisation

Data Driven talent is scarce and hence training is essential to make your data ambitions happen. In the diagram you find an overview of the capabilities required in a Data Driven Organisation. We offer courses in a range of topics to help you build the required skills and expertise. Our believe is that training goes hand in hand with practise. Hence our experienced  (Data Science) team provides training and coaching on the job. 

You can click on a sector in the T-shape diagram to get a more specific overview of available courses, or browse through the catalogue at the end of this page. Based on your specific needs, we can combine two or more courses into in-company training programmes.

 

Scroll through the course list, get inspired and contact us for more information.

In the following list we present our courses sorted per specific category. When interested, please contact us using the 'Get in touch'-button on top.

Category
Course
Course description
AI & Analytics
Topic modeling
The course provides an introduction to exploiting patterns in large sets of unstructured data, using Topic Modeling. Topic modeling can be applied on unstructured data (e.g., texts and images) to exploit patterns as similar ...
AI & Analytics
Introduction to Machine Learning in R
This course starts by introducing Artificial Intelligence in general, and shortly dives into a high-level overview of R-basics. Many important data analytic topics are introduced: text mining, linear modelling, polynomial ...
AI & Analytics
Bayesian statistics
The standard way of hypothesis testing relies on the so-called frequentist approach, using t-statistics and p-values for statistical inference. Yet this approach is misleading, and suffers from problems of interpretation. ...
AI & Analytics
AI for dummies
This course introduces the fundamentals of AI, its history, its application areas and examples of successful AI applications in a business context.
AI & Analytics
Introduction to Machine Learning in Pyspark
This training provides a general introduction to some basic concepts of Machine Learning in the context of logistic regression in Pyspark. It discusses the difference between linear and logistic regression, the algorithm ...
AI & Analytics
Introduction to programming with Python
This course introduces the basics of programming in Python, making participants familiar with concepts such as: data types, lists, dictionaries, loops, and functions.
AI & Analytics
Feature selection
So you've collected at lot of data, and found or built a large number of features to explain the phenomenon of interest. How do you make sure your models do not become too big and unwieldy, while maintaining good ...
AI & Analytics
Simulation
This training helps participants understand when simulation is a suitable solution to a problem. It describes basic methodologies and touches best practices and pitfalls. Finally through demonstrations and excercises this ...
AI & Analytics
Logistic regression with an application in R
This training provides a general introduction into logistic regression as a method for classification. It discusses the difference between linear and logistic regression, the algorithm underlying logistic regression, and ...
AI & Analytics
Docker
This course explains how to create a Docker container, and how to share it, run it and work with it.
AI & Analytics
Introduction to data analytics with Python and Pandas
This course introduces the basics of data handling and manipulation in Python, based on Pandas and NumPy. Concepts such as arrays, vectorization and data frames are covered.
AI & Analytics
Neural networks with an application in R/H2O
During this training, participants will get an introduction to feed-forward Neural Networks, and gain an understanding of how they work, what their strengths and weaknesses are, and how they can train and utilize neural ...
AI & Analytics
Algorithm selection
Data Scientists usually boast about one particular algorithm to be used on each and every occasion. But aren't various algorithms more or less suitable to different problems? While many of focus on building trees or ...
AI & Analytics
Introduction to machine learning in Python
This course consists of two parts. In part I, participants learn about statistical analysis using logistic regression, focusing on issues such as data manipulation, gauging statistical significance, and interpreting ...
AI & Analytics
Classification trees and ensemble techniques with an application in R
This course introduces Classification trees and Ensemble Techniques. Classification trees are popular because they provide intuitive results - which helps both fine-tuning and end-user acceptance. This course explains how ...
AI & Analytics
Spark / Scala
The spark-Scala training is a practical introduction on working with spark using Scala. It focuses on spark 1.6.2 and for data processing we focus on data frames. Topics that are covered are: the Spark framework (what is it, ...
AI & Analytics
Programming Introduction - applied learning using a small Robot
This course provides an introduction to programming for non-programmers. Using robots (Q-Edison), that can be programmed in Python or in an easy, visual block-diagram fashion, participants learn about good programming ...
Data Driven Leadership
The Data Driven Organisation
A program composed of various PA courses tailored to suit the clients needs. The program provides an introduction on Data Driven Leadership in general and its themes: Innovation & Development, Visualisation & Insights, AI & ...
Data Management
Organisational Challenges with Big Data (Serious Gaming)
This course teaches participants the potential of data and organisational challenes that board members face. A playful setup is created in which groups compete with each other. Group members take a role in a fictitious MT, ...
Data Management
Data Governance & Management; Serious Gaming
This course covers the whole breadth of data management and data governance, covering roles (ownership, stewardship, etc.), quality, privacy/security, data warehousing, master data management and meta-data management. The ...
Data Management
Introduction to Data management
Introduction and implementation of Data Management models. Topics discussed are: the importance of good data management for organisations (based on real life examples), the various standards that exist for data management ...
Data Management
Understanding Data Quality (Serious Gaming)
This course helps participants to understand why increasing the quality of data in an organisation is important, by means of a game. The various roles that play a role in data management come into play (owner, steward, ...
Data Management
Data Innovation Game (Serious Gaming)
Similar to the quality game, this game simulates the end 2 end innovation process from Dream to Drive. It lets the participant experience all stage gates on the route to scaling-up in a game format.
Data Platform
Installing and configuring a Hadoop cluster
This course will teach you how to install a Hadoop cluster (minimal configuration setting), based on the Hortonworks Sandbox and Ambari.
Data Platform
Using Apache Oozie (scheduling tool in Hadoop)
This course provides a hands-on introduction to Oozie (Hadoop's standard scheduling tool). It will cover the concepts behind scheduling bundles, coordinators, and workflows. During the course participants will practice ...
Data Platform
Introduction to Hadoop: HDFS, Hive, and Pig
This course will familiarize you with Hadoop, Hive and Pig, focusing on blocks of theory and hands-on exercises.
Data Platform
Installing Arch Linux
This course provides a step-wise guide to install Arch Linux on your computer.
Data Platform
Introduction to basics in Linux (in connection to installing Linux)
This course enables you to set your first steps with Linux: command prompt, frequently used shortcuts, most important commands, your first Shell Script.
Innovation & Development
Design Thinking & Sprinting facilitator
Design Thinking is a set of principles that more and more companies are beginning to adopt to make sense of the complexities of their business environments and to identify ways to innovate and grow. It helps them to develop ...
Innovation & Development
Facilitation & Problem solving
In this course, PA explains the 4 steps that should be taken in solving problems. From defining the problem to be solved, to structuring the problem, to prioritising more effectively, to synthesising not summarising.
Innovation & Development
Top Down Thinking consulting skills
There are many courses to help you on communication style but TDT helps you to ensure you are clear what you want to communicate and then communicate it clearly. It enables you to put of your thoughts into a logical, tiered ...
Innovation & Development
Leading Safe
This is a two-day course to gain the knowledge necessary to lead an enterprise agile transformation by leveraging the Scaled Agile Framework and its underlying principles of lean thinking and product development flow.
Innovation & Development
SAFe advanced Scrum Master
This course prepares Scrum Masters for their leadership role in facilitating Agile team, program, and enterprise success in a SAFe implementation. The course covers facilitation of cross-team interactions in support of the ...
Innovation & Development
Driving and releasing change
Nearly all business programmes involve business change in some way: changes to processes, metrics, organisation structure or the way that people work. Therefore change management is an essential skill for all involved in ...
Innovation & Development
Art of Possible - Pressure Cooker
A pressure cooker is aimed at inspiring and kick starting data science projects ('killer cases'). Participants get acquainted with typical big data solutions, and are inspired with projects that have already been done and ...
Innovation & Development
Train the Trainer
This course provides background knowledge on how people learn and how teaching 'works'. It deals with all practicalities involved in delivering training to others.
Innovation & Development
Corporate Growth Hacking boot camp
Introducing a new way of Marketing. Simply creating the greatest product in the market does not guarantee success anymore. Businesses in the 21st century are continuously aiming to reach and commit new customers via low cost ...
Privacy & Security
Certified Security Testing Associate (CSTA)
This infrastructure ethical hacking course is our most popular core-level technical course for people from a wide variety of network related and security roles across all industry sectors looking to develop their own ...
Privacy & Security
Hacking insights for managers
This one-day awareness course is for people who need a high-level understanding of hacking. It introduces the basic technical concepts behind the various stages of a hacking attack, as well as some common tools used by ...
Privacy & Security
Certified Security Testing Professional (CSTP)
This web application ethical hacking course is designed to give you the skills you need to ensure valuable data assets are effectively protected.
Privacy & Security
GDPR
This course provides an introduction to the new regulation on data protection (GDPR) and its impact on business as well as data management within organisations.
Visualisation & Insights
D3.js visualization
Good visualization is of key importance to get your message across in an intuitive and unambiguous way. This training helps you to understand what a good visualisation looks like. The session gives you hands on experience ...
Visualisation & Insights
Qlik Sense
Qlik offers "Core", "Continous Learning" and "Master" related courses in Qlik Sense. Furthermore, Qlik distinguishes between Business Users, Business Analysts, Data Architects, System Administrators and Enterprise ...

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