Fundamentals of Data Science
- Area of Interest:Industry SolutionsSoftware Solution:SAP Data ScienceLevel:Details, Configuration & TransactionLanguages:English
- Understand the key elements of a data science projec
- Idenitify the appropriate data science technique and/or algorithm to use for the major data science tasks.
- Be aware of and be able to avoid the main data science challenges.
- Identify key use cases.
- Data Consultant / Manager
- Technology Consultant
- Basic understanding of statistics and math
- OpenSAP course – Getting started with Data Science (ds1)
Course based on software release
- SAP BusinessObjects Predictive Analytics 3.1
- Data Science Overview
- Understanding Data Science
- Exploratory Data Analysis
- Understanding Data Preparation
- Data Analysis and Algorithms
- Understanding Outliers
- Understanding Association Analysis
- Understanding Cluster Analysis
- Understanding Classification Analysis
- Understanding Time Series Analysis
- Understanding Feature Selection
- Understanding Ensemble Methods
- Understanding Model Deployment and Management
- Understanding Simulation and Optimization
- Myths and Challenges
- Applying Data Science
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