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Certificates: Certificate "Big Data Specialist"
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Examination: Practical project work with final presentation
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Teaching Times: Full-timeMonday to Friday from 8:30 a.m. to 3:35 p.m. (in weeks with public holidays from 8:30 a.m. to 5:10 p.m.)
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Language of Instruction: German
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Duration: 4 Weeks
What is Big Data? (approx. 1 day)
Volume, Velocity, Variety, Value, Veracity
Opportunities and risks of large amounts of data
Differentiation: business intelligence, data analytics, data science
What is data mining?
Introduction to Apache Frameworks (approx. 2 days)
Big data solutions in the cloud
Data access patterns
Data storage
MapReduce (approx. 3 days)
MapReduce philosophy
Hadoop Cluster
Chaining of MapReduce jobs
Artificial intelligence (AI) in the work process
Presentation of specific AI technologies
and possible applications in the professional environment
Components (approx. 3 days)
Brief presentation of various tools
Data transfer
YARN applications
Hadoop JAVA-API
Apache Spark
NoSQL and HBase (approx. 3 days)
CAP theorem
ACID and BASE
Types of databases
HBase
Big Data Visualization (approx. 3 days)
Theories of visualization
Diagram selection
New types of diagrams
Tools for data visualization
Project work (approx. 5 days)
To consolidate the content learned
Presentation of the project results
Changes are possible. The course content is updated regularly.
After the course, you will be able to process large, unstructured data volumes with the help of industry-specific software. You will have knowledge of the Apache framework and know how to visualize data in an appealing way.
The course is aimed at people with a degree in computer science, business informatics, mathematics or a comparable qualification.
As companies have to manage and structure ever-increasing volumes of data to evaluate and set objectives for their business processes, data processing skills are in demand in all sectors.
Your meaningful certificate provides a detailed insight into the qualifications you have acquired and improves your career prospects.
Didactic concept
Your lecturers are highly qualified both professionally and didactically and will teach you from the first to the last day (no self-study system).
You will learn in effective small groups. The courses usually consist of 6 to 25 participants. The general lessons are supplemented by numerous practical exercises in all course modules. The practice phase is an important part of the course, as it is during this time that you process what you have just learned and gain confidence and routine in its application. The final section of the course involves a project, a case study or a final exam.
Virtual classroom alfaview®
Lessons take place using modern alfaview® video technology - either from the comfort of your own home or at our premises at Bildungszentrum. The entire course can see each other face-to-face via alfaview®, communicate with each other in lip-sync voice quality and work on joint projects. Of course, you can also see and talk to your connected trainers live at any time and you will be taught by your lecturers in real time for the entire duration of the course. The lessons are not e-learning, but real live face-to-face lessons via video technology.
The courses at alfatraining are funded by Agentur für Arbeit and are certified in accordance with the AZAV approval regulation. When submitting a Bildungsgutscheinor Aktivierungs- und Vermittlungsgutschein, the entire course costs are usually covered by your funding body.
Funding is also possible via Europäischen Sozialfonds (ESF), Deutsche Rentenversicherung (DRV) or regional funding programs. As a regular soldier, you have the option of attending further training courses via Berufsförderungsdienst (BFD). Companies can also have their employees qualified via funding from Agentur für Arbeit (Qualifizierungschancengesetz).