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Kapitel 3
Herausforderungen
| Weshalb die meisten Big-Data-Projekte scheitern | https://www.datacenter-insider.de/weshalb-die-meisten-big-data-projekte-scheitern-a-417085/ |
| Woran Big-Data-Analysen wirklich scheitern | https://www.bigdata-insider.de/woran-big-data-analysen-wirklich-scheitern-a-677594/ |
| Berater scheitern an Data Analytics | https://www.cio.de/a/berater-scheitern-an-data-analytics,3580190 |
| BARC-Studie: Data-Preparation-Initiativen scheitern oft an Fachkräftemangel und fehlender Management-Unterstützung | https://barc.de/news/barc-studie-data-preparation-initiativen-scheitern-oft-an-fachkraftemangel-und-fehlender-management-unterstutzung |
| Why Silicon Valley's 'Fail Fast' Mantra Is Just Hype | https://www.forbes.com/sites/robasghar/2014/07/14/why-silicon-valleys-fail-fast-mantra-is-just-hype/#170c1a6d24bc |
CRISP-DM
| KDD, SEMMA and CRISP-DM: A parallel overview | http://recipp.ipp.pt/bitstream/10400.22/136/3/KDD-CRISP-SEMMA.pdf |
| CRISP-DM 1.0 - Step-by-step data mining guide | https://www.the-modeling-agency.com/crisp-dm.pdf |
| The CRISP-DM User Guide | https://s2.smu.edu/~mhd/8331f03/crisp.pdf |
| Why Continuous Learning is the key towards Machine Intelligence | https://medium.com/@vlomonaco/why-continuous-learning-is-the-key-towards-machine-intelligence-1851cb57c308 |
SCRUM, KANBAN, Machine Learning Canvas
| Scrum-Einführung | http://scrum-master.de/Scrum-Einfuehrung |
| Scrum - Ein kurzer Blick auf die Verwendung des Scrum-Frameworks in der Softwareentwicklung | https://de.atlassian.com/agile/scrum |
| Sind wir schon da? – Die Definition of Done (DOD) | https://www.scrum.de/sind-wir-schon-da-die-definition-of-done-dod/ |
| KANBAN Board Simulation | http://www.kanbansim.org/ |
Cloud
| Data Lakes and Analytics on AWS | https://aws.amazon.com/de/products/analytics/ |
| Azure Analysis Services | https://azure.microsoft.com/en-us/services/analysis-services/ |
| Azure Big data and analytics | https://azure.microsoft.com/en-us/solutions/big-data/ |
| IBM Analytics Services | https://www.ibm.com/cloud/analytics |
| IBM Analytics Engine | https://www.ibm.com/cloud/analytics-engine |
| Data and analytics services on IBM cloud | https://www.ibm.com/cloud/data |
| IBM Watson Studio (aktualisiert) | https://www.ibm.com/de-de/cloud/watson-studio |
| Comparing Machine Learning as a Service: Amazon, Microsoft Azure, Google Cloud AI | https://www.kdnuggets.com/2018/01/mlaas-amazon-microsoft-azure-google-cloud-ai.html |
| Simple Monthly Calculator | http://calculator.s3.amazonaws.com/index.html |
Weitere Informationen
| Was ist Business Intelligence – BI? | https://www.bigdata-insider.de/was-ist-business-intelligence-bi-a-563185/ |
| Data Science Plattform Kaggle | https://www.kaggle.com/ |
