DATA SCIENCE WITH SAS TRAINING COURSES IN CHENNAI
- SAS Certified Big Data Professional
- Big Data Preparation, Statistics, and Visual Exploration
- SAS Certified Data Scientist
- Big Data Programming and Loading
- SAS Certified Advanced Analytics Professional
- Predictive Modeling
- Advanced Predictive Modeling
- Text Analytics, Time Series, Experimentation, and Optimization
- SAS Certified Data Scientist
DSAS® DATA SCIENCE CERTIFICATION TOPICS
The data science certification program comprises the focus areas of both the SAS Certified Big Data Professional and the SAS Certified Advanced Analytics Professional programs, including:
- 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.
MODULE 1: BIG DATA PREPARATION, STATISTICS AND VISUAL EXPLORATION
- Course 1: Big Data Challenges and Analysis-Driven Data
- Course 2: Exploring Data With SAS Visual Analytics
- Course 3: Statistics 1: Introduction to ANOVA, Regression and Logistic Regression
- Course 4: Preparing Data for Analysis and Reporting
- Course 5: Crafting Compelling (and true) Data Stories
Module 1 prepares you for the SAS Big Data Preparation, Statistics and Visual Exploration certification exam.
MODULE 2: BIG DATA PROGRAMMING AND LOADING
- Course 1: Introduction to SAS and Hadoop: Essentials
- Course 2: DS2 Programming Essentials With Hadoop
- Course 3: Hadoop Data Management With Hive, Pig and SAS
- Course 4: Getting Started With SAS In-Memory Statistics
Module 2 prepares you for the SAS Big Data Programming and Loading certification exam.
MODULE 3: PREDICTIVE MODELING
- Course 1: Applied Analytics Using SAS Enterprise Miner
Module 3 prepares you for the Predictive Modeling certification exam.
MODULE 4: ADVANCED PREDICTIVE MODELING
- Course 1: Neural Network Modeling
- Course 2: Predictive Modeling Using Logistic Regression
- Course 3: Data Mining Techniques: Predictive Analytics on Big Data
- Course 4: Using SAS to Put Open Source Models Into Production
Module 4 prepares you for the Advanced Predictive Modeling certification exam.
MODULE 5: TEXT ANALYTICS, TIME SERIES, EXPERIMENTATION AND OPTIMIZATION
- Course 1: Text Analytics Using SAS Text Miner
- Course 2: Time Series Modeling Essentials
- Course 3: Experimentation in Data Science
- Course 4: Optimization Concepts for Data Science
Module 5 prepares you for the Text Analytics, Time Series, Experimentation and Optimization certification exam.