> ## Documentation Index
> Fetch the complete documentation index at: https://domoinc-openapi-sync-dataflows.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.
# Data Science Webinars
#### Intro to Domo’s Data Science Products & Services:
*Overview of Domo’s data science consulting; Why use Domo for data science; Overview of Jupyter, AutoML, and magic ETL scripting tiles; Live demos of data science/machine learning solutions (sentiment analysis and customer engagement scores). See the [slide deck](https://drive.google.com/file/d/1loUaravaYiim7znsQA6U7d-Rj6yyWuwM/view) here.*
**[AI & Best Practices for Data Cleanliness](https://www.youtube.com/live/v9A4g__aIJ4?si=yVvehTS4CPdRKtRL\&t=540)**
*Data cleanliness issues that need to be addressed to have AI-ready data. [Data cleanliness checklist here](https://github.com/domoinc/domo-data-science-resources/blob/main/webinars/Data_Cleanliness_Checklist.pdf). Additional resources on [handling extreme values / outliers see here](https://github.com/domoinc/domo-data-science-resources/blob/main/webinars/Handling_ExtremeValues_Outliers.pdf) and [data exploration see here](https://github.com/domoinc/domo-data-science-resources/blob/main/webinars/Data_Exploration.pdf).*
**[Are You Ready for Data Science?](https://www.domo.com/learn/webinar/ready-for-data-science)**
*Data science readiness; Stages of data science project; Model building & testing; Examples of data science projects with end-to-end pipeline.*
#### The Power of Data Storytelling
*The ability to tell a story with data is what separates a mediocre data professional from an impactful one. In this webinar, Domo data scientists will teach you how to fine-tune your data storytelling skills. Learn to craft compelling data narratives, tailor stories to your audience, and create meaningful Domo dashboards. See the [slide deck here](https://github.com/domoinc/domo-data-science-resources/blob/main/webinars/Domo_CommunityEvent_DataStorytelling_231026.pdf).*
#### Forecasting using Domo
*Basics of forecasting (What is it? When should you use it? What data do you need?); Demos of Domo forecasting tools (Line & bar chart cards; Forecasting magic ETL data science tile; AutoML; Jupyter Workspaces). See the [slide deck here](https://drive.google.com/file/d/1vjowHae6eKrHBXz008Q9KYdxn6gbfmPO/view).*
#### How to Create Composite Scores using Data Reduction Techniques
*Condensing columns of data into one summary composite score; Demo of composite score dashboard; Interview with customer that created a composite score (Michael J. Fox Foundation). See the [slide deck here](https://drive.google.com/file/d/1PGHek0CiYFed6mICHGOTmtYU42PoxHsO/view).*
#### ChatGPT and Natural Language Processing with Domo
[https://www.youtube.com/watch?v=0MsiT\_jLSd8](https://www.youtube.com/watch?v=0MsiT_jLSd8)
*ChatGPT; Natural Language Processing (NLP); Large Language Models (LLM); Demo of NLP using Shift’s Domo app; Demo of using ChatGPT within Jupyter Workspaces*
#### Magic ETL Scripting Tiles vs Jupyter
*When to use Magic ETL Scripting Tiles vs Jupyter; Demos of creating a correlation matrix using Scripting Tiles & Jupyter; Demo of using the automated data profiler in Jupyter. You can find the [materials referenced in the webinar here](https://drive.google.com/file/d/1fCM4TPdSDqsBnjhnB8HtrMdZ80z6xcrB/view)*
#### Demystifying Data Science Modeling in Domo
*Modeling using Jupyter and AutoML; Data science pipelines; Data validation; Model dashboards; What-if analysis; Forecasting*
#### Looking Beyond Your Data with ReadySignal
*Overview of external control data (What is it? When should you use it?); Demo of how to use the ReadySignal connector & platform to connect external data directly into your Domo instance*
### Webinars with Domo Users About Their Data Science Use Cases
***
#### The Step-By-Step Process of Building a Machine Learning Solution | Boyne Resorts
How to create an end-to-end machine learning solution, from data ingestion to modeling to dashboards, all in Domo; use Jupyter Workspaces to build & deploy custom forecasting models; monitor model performance & data pipelines using automated dashboards & alerts. [Slide deck shared in presentation can be found here](https://github.com/domoinc/domo-data-science-resources/blob/main/webinars/Domopalooza_BoyneResorts_ForecastingSolution_2024.pdf).
#### [Data Science Readiness | Asure](https://www.domo.com/learn/webinar/data-science-readiness-with-asure)
*Creating data profiles; Churn reduction; Revenue forecasting; Prospect conversion; Domo data science consulting*
#### How a Telecommunications Company Developed Their Own Crystal Ball to Predict Outcomes | TELUS
*Predicting order failure using a classification model; Cost analysis; Root cause analysis.*
#### [How a Leading Fashion Retailer is Using Data to Drive Growth | Intermix](https://www.domo.com/learn/webinar/how-a-leading-fashion-retailer-is-using-data-to-drive-growth)
*Predicting customer churn; Estimating customer lifetime value; Indicators of customer loyalty*
#### [Predict & Forecast Business Needs Using Domo’s Data Science Suite | Layton Construction](https://www.domo.com/learn/webinar/webinar-predict-and-forecast-critical-business-needs)
*Choosing a use case; Selecting data sources; Forecasting revenue using business logic rules*