Academy | Xomnia

Command Line
In the Beginning... Was the Command Line (Neil Stephenson, 1999). This dark screen is where it all s...
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Data Pipeline - ETL & ETL Tools
The ETL and ELT are necessary in data science because information sources—whether they use a structu...
On demandXomnia, Raamstraat 7-I, 1...Streamsets NiFI Pentaho ETL ELT
Git
Where there is code, there is version control (hopefully). Where there is version control, there is ...
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Data mining (supervised)
Learning by example. Supervised learning is the modern-day implementation of this age-old adage. By ...
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Data mining (unsupervised)
Can you learn without a teacher? Computers can, a concept coined unsupervised learning in machine le...
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In Depth: Trees
Tree algorithms already have a long history, but they are still very relevant in the field of machin...
On demandXomnia, Raamstraat 7-I, 1...Decision tree Supervised learning
Introduction Hadoop
Big Data started out in the internet tech companies like Google and Facebook. Since then there has b...
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Apache Airflow
Apache Airflow is a tool to build, orchestrate, and schedule (complex) workflows of tasks. It is mos...
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API
APIs are a vital part in making separate software components as well as computer systems interact, a...
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Docker
Traditionally Dev and Ops are separated; leading to a range of problems you might encounter at your ...
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Security
In an increasingly digital world, cyber security is of the utmost importance. We start by looking at...
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Deployment I (Server)
A machine learning model can add value to an organization when the model insights routinely become a...
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Spark
Spark can be used to process and analyze huge amounts of data. This training looks at Spark from a P...
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Deployment II (Client)
As a continuation of Deployment I, we will further focus on the client side of the server-client mod...
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Text Mining 1: Classification
Language is the core of human communication, so it’s no surprise that a lot of data comes in the for...
On demandXomnia, Raamstraat 7-I, 1...text mining
Pandas
Learning the Pandas data structures and multiple functionalities to make working with Pandas your se...
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Dashboarding
The course will cover the basics of data visualization in BI-software. During the course you will le...
On demandXomnia, Raamstraat 7-I, 1...Dashboarding
Software Engineering
The Python language has become commonly used in projects in recent years with the advancement of the...
On demandXomnia, Raamstraat 7-I, 1...python software engineering
Prediction uncertainty
Uncertainty for single predictions becomes more and more important in decision making, but not alway...
On demandXomnia, Raamstraat 7-I, 1...Deep LearningRegressionUncertainty
Data Science Fundamentals - Part I
Big Data, Data Science, Machine Learning, Artificial Intelligence, Business Intelligence. The terms ...
On demandXomnia, Raamstraat 7-I, 1...Data Science
Data Science Fundamental - Part II
You are familiar with the Data Science landscape. You have knowledge about the different algorithms ...
On demandXomnia, Raamstraat 7-I, 1...Data Science
Data Science Fundamental - Part III
You know how to make a prediction model and you are aware of the important aspects that need to be t...
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Use Case Discovery
How do you translate stakeholders needs into a use case? What does a data science use case roadmap l...
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Text Mining 2: Part-of-Speech Tagging and Named Entities
You know the basics of text mining, but you want to take it one step further? Computers are no natur...
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Text Mining 3: Unsupervised Learning
You already know the basics of text mining. But what if you have new text data, but no labels, what ...
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Text Mining: Latest Advances
You are familiar with text mining you want to take your skills to the next level? This training will...
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Use Case Refinement
How do you get from a use case to a Minimal Viable Product (MVP)? How do you bring focus and ensure ...
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Kickstarter: Getting started in data science
Big Data, Data Science, Machine Learning, Artificial Intelligence, Business Intelligence. The terms ...
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Inspiration Session
Are you ready to apply data science in your organization, but you have no idea where to start? Get i...
On demandXomnia, Raamstraat 7-I, 1...Beginner
Computer Vision
Humans use their eyes and their brains to see and visually sense the world around them. Computer vis...
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