Big Data Analytics
Big Data Analytics (BDA)
Analyzing extremely large amounts of data is technically demanding and involves methodological challenges. This training course offers a practice-oriented introduction to the topics of big data, data mining and predictive analytics and explains suitable measures for data preparation and evaluation.
This course is aimed at specialists and decision-makers who want to make their big data accessible for analysis.
Contents
- Overview of
- Big data, data mining & predictive analytics
- Technical trends
- The challenge of big data analytics
- Preparing big data
- Drawing samples
- Aggregating and selecting
- Analyzing big data
- Model selection and tuning
- Achieving valid results
- Forecasting system architectur
Type
Our method training courses are designed to be software-independent and cross-industry. We attach great importance to a lively and inspiring atmosphere in the training and therefore present examples from various application areas; software may also be used.
The course is open to discussion and contributions from participants. Our trainers respond to all questions from participants and answer them at appropriate points during the course.
Participants will receive all training documents in PDF format afterwards.
Keywords
5 V’s, Batch Scoring, Big Data, Binning, Data Mining, Data Preparation, Data Aggregation, Data Preprocessing, Edge Analytics, Ensembles, Grid Search, H2O, Hadoop, Hive, Hyper-Parameter Optimization, In-Database, In-Memory, Live Scoring, Map Reduce, Model application, model selection, model tuning, model validation, NoSQL, parallel processing, parameterization, predictive analytics, prescriptive analytics, sampling, SOAP, Spark, sampling, streaming data, supervised learning, unsupervised learning
Prerequisites
This training is suitable for participants who are interested in the topic of big data and have general basic analytical knowledge.
Location
- Online: These training sessions offer maximum flexibility without the need to travel. All participants work on their own PCs. We recommend using two monitors for this purpose.
- Hamburg: With our training center in Hamburg, we provide a comfortable place for successful learning.
- At your premises: We conduct the training courses on your premises for you and your colleagues.
We offer all our training sessions in both German and English languages.
Duration: 1 day | Price: Total up to 6 participants: starting from EUR 1.950,-
Sign up yourself and your team directly for this training:
After the registration request, the trainer will contact you directly and arrange the date personally.
Do you have questions about the content, the implementation or would you like an individually customized training? Contact us and speak directly with the responsible trainers without obligation. We are sure that we can help you!