--- title: Proficiency in Understanding and Using Data 2 description: Learn about the key category management data sources (including retail scanned sales, syndicated, consumer panel, shipment, big data) from a topline perspective, so that you can be confident when using any data sources in your work. image: https://blog.cmkg.org/hubfs/01_understanding-data-2-skill-development-program-Shopify-thumbnail_1f32a532-1dc5-4b34-b9d5-de8800de2da6_1024x1024.png --- - [**](https://www.facebook.com/hiCmkg/) - [**](https://twitter.com/catmanknowledge) - [**](https://www.linkedin.com/company/category-management-knowledge-group/) - [** Shop Training](https://shoptraining.cmkg.org) - [** info@cmkg.org](mailto:info@cmkg.org) - ** +1 (403) 660-6620 [![CMKG logo](https://blog.cmkg.org/hubfs/CMKG%20logo.png "CMKG logo")](https://www.cmkg.org) # Proficiency in Understanding and Using Data 2 Learn about the key category management data sources (including retail scanned sales, syndicated, consumer panel, shipment, big data) from a topline perspective, so that you can be confident when using any data sources in your work. **Buy Proficiency in Understanding and Using Data 2 ($198) ****from CMKG.ORG**   Related to: [Understanding and Using Data](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/topic/understanding-and-using-data), [On-Demand Learning](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/topic/on-demand-learning), [Organization & Team Solutions](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/topic/organization-team-solutions), [Individual Solutions](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/topic/individual-solutions), [Skill Development Level](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/topic/skill-development-level) ## What You'll Learn with "Proficiency in Understanding and Using Data 2" Skill Development Training! **Gain an overview of the key category management data sources, including how they are each derived and their strengths and weaknesses.* **Identify the gaps in your own data sources based on what your organization currently provides.* **Understand how category management can be utilized in a limited data environment to broaden your perspective on ways to bridge data gaps that you may have in your business.* #### Check Out All Our Skill Development Programs!  - [Understanding Retailer Strategy and Category Management 1](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-understanding-retailer-strategy-and-category-management-1-skill-development-training-program-from-cmkg) - [Understanding Retailer Strategy and Category Management 2](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-understanding-retailer-strategy-and-category-management-2-skill-development-training-program-from-cmkg) - [Advanced Retailer Understanding](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-advanced-retailer-understanding-skill-development-training-program-from-cmkg) - [Proficiency in Understanding & Using Data 1](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-proficiency-in-understanding-and-using-data-1-skill-development-training-program-from-cmkg) - [Proficiency in Understanding & Using Data 2](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-proficiency-in-understanding-and-using-data-2-skill-development-training-program-from-cmkg) - [Category & Business Insights 1](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-category-and-business-insights-1-skill-development-training-program-from-cmkg) - [Category & Business Insights 2](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-category-and-business-insights-2-skill-development-training-program-from-cmkg) - [Assortment & Space Management Skills](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-assortment-&-space-management-skills-skill-development-training-program-from-cmkg) - [Pricing & Promotional Skills](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-building-pricing-and-promotion-skills-skill-development-training-program-from-cmkg) - [Consumer & Shopper Analytics & Insights](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-consumer-and-shopper-analytics-and-insights-skill-development-training-program-from-cmkg) - [Selling Skills 1](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-selling-skills-1-developing-fact-based-powerpoint-&-presentation-skills-skill-development-training-program-from-cmkg) - [Selling Skills 2](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-selling-skills-2-strategic-selling-and-collaborative-business-planning-skills-skill-development-training-program-from-cmkg) - [Proficiency in Excel](https://blog.cmkg.org/essential-retail-cpg-skills-and-topics/buy-proficiency-in-excel-skill-development-training-program-from-cmkg) ### Practical learning solutions for retail, category management, and sales teams # CMKG Practical training and assessment solutions for retailers, suppliers, and commercial teams. We help organizations build capability through blended learning, live training, and assessments designed for real-world application.   - [**](http://bit.ly/cmkgfacebook) - [**](http://bit.ly/cmkgtwitter) - [**](http://bit.ly/cmkglinkedin) - [**](http://bit.ly/cmkgyoutbe) # SOLUTIONS [Corporate Training Solutions](https://www.cmkg.org/corporate-training-solutions) [Team Assessments](https://www.cmkg.org/training-and-assessment-solutions/team-assessment) [Individual eLearning](https://www.cmkg.org/on-demand-training/all) [Book a Consult](https://www.cmkg.org/meetings/ty10)   #### RESOURCES [Complimentary Assessments](https://www.cmkg.org/training-and-assessment-solutions/team-assessment) [Complimentary Learning Tools](https://www.cmkg.org/resource/all) [Thought Leadership Blog](https://blog.cmkg.org/blog) [Resource Hub](https://www.cmkg.org/resource/all) # CONTACT US [info@cmkg.org](mailto:info@cmkg.org) +1 403.660.6620 Calgary, Canada [Book a Consult](https://www.cmkg.org/meetings/suenicholls/teams-meeting) © CMKG.ORG **