Enroll Course: https://www.coursera.org/learn/sas-viya-rest-api-python-r
Introduction
In the world of data analytics, the ability to harness the power of big data is crucial. The course Using SAS Viya REST APIs with Python and R on Coursera offers a unique opportunity to dive deep into the capabilities of SAS Viya, an in-memory distributed environment designed for efficient big data analysis. This course is perfect for data scientists, analysts, and anyone interested in leveraging the power of SAS Viya through popular programming languages like Python and R.
Course Overview
The course begins with an introduction to the instructor and the logistics of accessing the necessary software. From there, learners are guided through a series of modules that cover everything from the basics of SAS Viya to advanced machine learning techniques.
Syllabus Breakdown
- SAS® Viya® and Open Source Integration: Understand the analytical processing engine behind SAS Viya and how to submit data processing commands using R and Python.
- Machine Learning: Learn to create, optimize, and assess predictive models using R and Python.
- Text Analytics: Explore natural language processing techniques to analyze text documents and convert unstructured text into numeric inputs.
- Deep Learning: Discover how to implement deep learning methods and recurrent neural networks for sequence data.
- Time Series: Model time series data using exponential smoothing and ARIMAX methods.
- Image Classification: Learn to classify images using convolutional neural networks.
- Factorization Machines: Build recommendation engines using factorization machine models.
Why You Should Take This Course
This course is highly recommended for several reasons:
- Hands-On Learning: The course emphasizes practical applications, allowing you to work directly with SAS Viya APIs in a Jupyter Notebook environment.
- Comprehensive Content: Covering a wide range of topics from machine learning to deep learning, this course provides a solid foundation for anyone looking to enhance their data analytics skills.
- Expert Instruction: The instructor is knowledgeable and provides clear explanations, making complex topics accessible to learners of all levels.
Conclusion
If you’re looking to elevate your data analytics skills and gain hands-on experience with SAS Viya, I highly recommend the Using SAS Viya REST APIs with Python and R course on Coursera. With its comprehensive syllabus and practical approach, this course is a valuable investment in your professional development.
Enroll Course: https://www.coursera.org/learn/sas-viya-rest-api-python-r