Learning Path: Advanced Analytics


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Data Scientist
Develop the wide-ranging skills and capabilities needed to master a multifaceted role that leans heavily on creativity in areas such as math, statistics, programming, and business acumen.

 

Enroll in the Academy and get certified.

data Curation Advanced Analytics AI & Machine Learning SAS Academy for Data Science SAS Academy for Data Science


Or choose to take individual courses in this specialization.

Principles and Best Practices

Leading with Analytics
Machine Learning Leadership and Practice – End-to-End Mastery

Strategies and Concepts for Data Scientists and Business Analysts (15.2)

Introduction to Data Science Statistical Methods

Graphing Data Effectively and Avoiding Common Pitfalls
Preparing Data
Introduction to SAS and Hadoop
Working with SAS Data Loader for Hadoop
Hadoop Data Management with Hive, Pig, and SAS
Feature Engineering and Data Preparation for Analytics
Analyzing Unstructured Data

Text Analytics Using SAS Text Miner

SAS Visual Text Analytics in SAS Viya

Network Analysis and Network Optimization in SAS Viya
Modeling Data
SAS Visual Statistics in SAS Viya: Interactive Model Building
SAS Visual Data Mining and Machine Learning in SAS Viya: Interactive Machine Learning
Supervised Machine Learning Procedures Using SAS Viya in SAS Studio
Predictive Modeling Using Logistic Regression
Survival Data Mining: A Programming Approach
Advanced Predictive Modeling Using SAS Enterprise Miner
Applied Analytics Using SAS Enterprise Miner
SAS Enterprise Miner Integration with Open Source Languages
Regression Methods Using SAS Viya
Deep Learning Using SAS Software
Neural Networks: Essentials
Using SAS to Put Open Source Models into Production
SAS Viya and R Integration for Machine Learning
SAS Viya and Python Integration for Machine Learning
Using SAS Viya REST APIs with Python and R
Tree-Based Machine Learning Methods in SAS Viya
Advanced Machine Learning Using SAS Viya
Model Deployment
Managing Models in SAS Viya
ModelOps: Governing AI and Machine Learning Models That Drive Your Business with SAS
Free Resources
FREESAS Tutorials for Analytics