Visual Business Analytics with Machine Learning

SAS Visual Business Analytics with Machine Learning help people see things that were not obvious to them before. Even when data volumes are very large, patterns can be spotted quickly and easily. This includes data mining skills, advanced modelling techniques, business visualizations which conveys information in a universal manner and make it simple to share ideas with others. It lets people ask others, “Do you see what I see?” And it can even answer questions like “What would happen if we made an adjustment to that area?”

Course Outline:

SAS Programming 1: Essentials

• Navigate the SAS windowing environment
• Navigate the SAS Enterprise Guide programming environment
• Read various types of data into SAS data sets
• Create SAS variables and subset data
• Combine SAS data sets
• Create and enhance listing and summary reports
• Validate SAS data sets.

SAS Programming 2: Data Manipulation Techniques

• Control SAS Data Set Input And Output
• Combine SAS Data Sets
• Summarize, Read, And Write Different Types Of Data
• Perform DO Loop And SAS Array Processing
• Transform Character, Numeric, And Date Variables.
• SAS Macro Language 1: Essentials
• Perform text substitution in SAS code
• Automate and customize the production of SAS code
• Conditionally or iteratively construct SAS code
• Use macro variables and macro functions.

SAS SQL 1: Essentials

• Query and subset data
• Summarize and present data
• Combine tables, including complex joins and merges
• Create and modify table views and indexes

Replace multiple data and proc steps with one sql query.

Who should attend:

• Aspirants who want to become Business Data Visualization analysts /experts and build a strong SAS programming foundation to manipulate data, perform queries and analyses, and generate reports.
• Additionally, wants to access the power of SAS for analysis and report generation on data using the point-and-click interface.

Case Studies in the Curriculum

• Learn the application of machine learning through a comprehensive set of case studies designed by international industry experts in fields such as BFSI, Retail, E-Commerce, Cyber-crime and much more

SAS Programming 3: Advanced Techniques and Efficiencies

• Benchmark computer resource usage
• Control memory, i/o, and cpu resources
• Create and use indexes
• Combine data horizontally
• Use hash and hiter data step component objects and arrays as lookup tables
• Compress sas data sets
• Sample your sas data sets
• Create and use sas data views
• Safely reduce the length of numeric variables
• Create user-defined functions and informats.

SAS Enterprise Guide: ANOVA, Regression, and Logistic Regression

• Generate descriptive statistics and explore data with graphs
• Perform analysis of variance
• Perform linear regression and assess the assumptions
• Use diagnostic statistics to identify potential outliers in multiple regression
• Use chi-square statistics to detect associations among categorical variables
• Fit a multiple logistic regression model.

 Applied Analytics Using SAS Enterprise Miner

• Define a SAS Enterprise Miner project and explore data graphically
• Modify data for better analysis results
• Build and understand predictive models such as decision trees and regression models
• Compare and explain complex models
• Generate and use score code
• Apply association and sequence discovery to transaction data.

SAS Visual Analytics

• Getting Started with SAS Visual Analytics
• Administering the Environment and Managing Data
• Using SAS Visual Analytics Explorer
• Designing Reports with SAS Visual Analytics
• Using SAS Visual Analytics Custom Graph Builder

Prerequisites:

• No particular prerequisites. Flair of any programming language is preferred however not necessary.

The fee is inclusive of

• Fee: ₹1,84,000+GST | Duration: 176 Hours
• Training & Digital Badge
• Course material
• 2 attempts of Global certification
• Duration: 176 Hours of Training

The SAS® Global Certification Program allows you to validate your SAS® software skills and earn the globally-recognised credential endorsed by SAS®.

We help You to Learn SAS® From e-learning to video tutorials, learn SAS in the way that works best for you.