Data science Online Training with SAS and R
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- Critical SAS programming skills.
- Accessing, transforming, and manipulating data.
- Improving data quality for reporting and analytics.
- Fundamentals of statistics and analytics.
- Working with Hadoop, Hive, Pig, and SAS.
- Exploring and visualizing data.
- Essential communication skills.
- Machine learning and predictive modeling techniques.
- How to apply these techniques to distributed and in-memory big data sets.
- Pattern detection.
- Experimentation in business.
- Optimization techniques.
- Time series forecasting.
- Course Content
- Data Science with R
- Course IntroductioN
- Introduction to Business Analytics
- Introduction to R Programming
- Data Structures
- Data Visualization
- Statistics for Data Science-I
- Statistics for Data Science-II
- Regression Analysis
- Classification
- Clustering
- Association
