Alteryx for Financial Services

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Kishan Iyer

1:59:44

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01 - Introduction

01 - Alteryx overview.mp4

04:33

02 - 1. Getting Started with Alteryx

01 - Data analysis with Alteryx.mp4

04:15

02 - Working with Alteryx.mp4

04:11

03 - Installing Alteryx Designer desktop.mp4

07:04

04 - Exploring a sample workflow.mp4

03:48

03 - 2. Working with a Sample Alteryx Workflow

01 - Loading data into a workflow.mp4

05:21

02 - Generating a summary of the data.mp4

04:34

03 - Configuring the Select tool.mp4

04:06

04 - Using the Formula tool.mp4

06:39

05 - Setting categorical values.mp4

03:13

06 - Generating samples.mp4

04:21

07 - Training a logistic regression model.mp4

04:26

08 - Building decision tree and forest models.mp4

06:05

09 - Configuring a boosted model.mp4

01:49

10 - Validating models.mp4

04:13

04 - 3. Building a Workflow to Prepare Data

01 - Examining bank customer data.mp4

05:56

02 - Filtering rows in a dataset.mp4

05:12

03 - Setting up one-hot encoding.mp4

05:38

04 - Saving down a transformed dataset.mp4

03:12

05 - 4. Clustering Customers

01 - Identifying the ideal number of clusters.mp4

06:13

02 - Assigning instances to clusters.mp4

06:30

06 - 5. Building a Classification Workflow

01 - Loading and analyzing the dataset.mp4

05:50

02 - Preparing the data for classification.mp4

06:35

03 - Building classifiers to predict defaults.mp4

05:22

07 - Conclusion

01 - Summary and next steps.mp4

00:38

Description

In this course, Kishan Iyer explains the benefits of using the no-code/low-code Alteryx software in the financial services field, employing it as a single unified platform for both data processing and analysis. After a brief intro covering the pros and cons of Alteryx versus a traditional data analysis workflow, Kishan dives into an exploration of the Alteryx interface and features. He then takes you through a sample Alteryx workflow, showing you how to load data, generate a data summary, set categorical values, and employ the different tools available. Finally, Kishan shows you how to work with the data, cluster customers, and build a classification workflow.

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Alteryx

Kishan Iyer

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.