Scalytics Connect: Explainable ML at enterprise level. Your fast track to training data.

maindset.ACADEMY:- our coaching approach guides you towards fast and risk-free first-hand AI experiences.- together we implement AI skills with and within your team.Product Development:- Training-progress evaluation automation- Trend analysis using advanced time series analysis algorithms- Semantic Matching of job profiles and position offers- Long-Term-Memory Solution with semantic searchCurriculum Design: - AI-Readiness for Data Products (engl.)- KI-Methoden für Manager- KI-Methoden für Ausbilder

- Architecture for managing statistical and economical data (SDMX) in the financial sector - Implementation of data lakes in global financial institutions (hybrid cloud approach) - Enterprise Use-Case inventory and Data-Dependency management - Image Logistics / Image Warehousing for automotive industry (ROS, MDF4)- IoT-AI integration for Machine Vision applications- Time Series Analysis (using Spark, Impala, SOLR, HBase and OpenTSDB)- Graph Analysis (using Gephi and Cypher) - Dataset profiling and Quality management- Data and Model life-cycle management - Multi cluster (multi cloud) spanning Enterprise Metadata Management - Implementation of BDR solutions in secure multi-cluster environments- Continuous operations models (design and implementation)- Complex ETL scenarios and Real Time Analysis on AWS and Azure- Hadoop cluster sizing, setup, tuning, and certification

Lead Instructor for Hadoop Administrator course; Development and Implementation of internal QnA system;Teaching all Cloudera University courses:- Building Big Data Applications- Cloudera Search- Introduction to Data Science- Hadoop Administrator Training- Developer Training for Apache Hadoop (MapReduce)- Developer Training for Apache Spark- Developer Training for Apache HBase- Data Analyst Training (Pig, Hive, Impala)Public Workshop:- Data Science with Apache Spark

Research project SOCIONICAL (www.socionical.eu) - Complex Systems AnalysisTopics:- time series analysis (financial data, social media data, medical data, traffic data)- implementation of scalable numerical simulations (agent based and lattice gas models)- implementation of scalable time series processing algorithms (based on Hadoop)- social network analysis- analysis of information spread

bitOcean offered consulting and development services for advanced analytics and research. Our focus was on semantic-metadata-generation and communication-flow-optimization.

Curriculum planning and design;Implementation of training environment;Teaching the courses: Java Programming, Linux-Administration, DB-Applications with MySQL;Implementation of Self-Assessment toolbox, which was connected to our curriculum planning tool.