Understanding and Applying Factor Analysis and PCA

Understanding and Applying Factor Analysis and PCA
English | Size: 324 MB
Category: Video Training

Factor Analysis and PCA are powerful tools, applicable in many common situations in business and data analysis. This course covers both the theory and implementation of factor analysis and PCA, in Excel (using VBA), Python, and R.

Factor Analysis and PCA are key techniques for dimensionality reduction, and latent factor identification. In this course, Understanding and Applying Factor Analysis and PCA, you’ll learn how to understand and apply factor analysis and PCA. First, you’ll explore how to cut through the clutter with factor analysis. Next, you’ll discover how to carry out factor analysis using PCA, a powerful ML-based approach. Then, you’ll learn how to perform eigenvalue decomposition, a cookie-cutter linear algebra procedure. Finally, you’ll learn how to implement PCA to explain Google’s stock returns in Excel and VBA, R, and Python. By the end of this course, you’ll have a strong applied knowledge of factor analysis and PCA that will help you solve complex business problems.

Download Faster with Resume Support with Premium Account



If any links die or problem unrar, send request to http://goo.gl/t4uR9G

About WoW Team

I'm WoW Team , I love to share all the video tutorials. If you have a video tutorial, please send me, I'll post on my website. Because knowledge is not limited to, irrespective of qualifications, people join hands to help me.