--- title: Clerk.io Blog | Trends (2) description: Trends | Clerk.io's Artificial Intelligence deciphers individual needs, allowing you to attract, convert and retain more customers. (2) --- [![Logo](https://blog.clerk.io/hubfs/Clerkio_theme_2021/Brand_assets/Logo.svg "Logo")](https://clerk.io/) [![Request a demo](https://no-cache.hubspot.com/cta/default/584671/98d27140-0cf8-4c4d-b3bd-40410fe5ff9e.png)](https://cta-redirect.hubspot.com/cta/redirect/584671/98d27140-0cf8-4c4d-b3bd-40410fe5ff9e) [![](https://blog.clerk.io/hubfs/Blog%20post%2047%20featured%20picture.png)](https://blog.clerk.io/6-ways-machine-learning-helps-your-e-commerce-site) # [A Beginner's Guide to Machine Learning: 6 Best Use Cases in E-commerce](https://blog.clerk.io/6-ways-machine-learning-helps-your-e-commerce-site) - September 9 2021 - ![](https://blog.clerk.io/hubfs/Clerkio_theme_2021/Images/Blog/read.png) 13 minute read - [Trends](https://blog.clerk.io/topic/trends) ![Fiona Zeng Skovhøj](https://blog.clerk.io/hubfs/received_420369592464100_mr1608199706558%20copy.jpg) Fiona Zeng Skovhøj September 9 2021 ### Categories - [Recent Articles](https://blog.clerk.io) - [Customer Stories](https://try.clerk.io/customer-stories) - [Best Practices](https://blog.clerk.io/topic/best-practices) - [Trends](https://blog.clerk.io/topic/trends) - [Personalization](https://blog.clerk.io/topic/personalization) - [Email Marketing](https://blog.clerk.io/topic/email-marketing) - [Audience Segmentation](https://blog.clerk.io/topic/audience-segmentation) - [Clerk.io Updates](https://blog.clerk.io/topic/clerk-io-updates) - [Best Practices (80)](https://blog.clerk.io/topic/best-practices) ![Icon-svg-svg-2-svg (2)](https://blog.clerk.io/hubfs/Clerkio_theme_2021/Images/Blog/Icon-svg-svg-2-svg%20(2).svg "Icon-svg-svg-2-svg (2)") ### NEWSLETTER ### Follow Us - [Facebook](https://www.facebook.com/www.Clerk.io)  - [Twitter](https://twitter.com/Clerk_io)  - [LinkedIn](https://www.linkedin.com/company/clerk-io/)  - [Instagram](https://blog.clerk.io/topic/trends/page/2#https://www.instagram.com/clerk_io/?hl=en)  - [YouTube](https://www.youtube.com/channel/UCjZ6NPX13STRKeBZOhXjPHg)  [Trends](https://blog.clerk.io/topic/trends) | 13 minute read ## [A Beginner's Guide to Machine Learning: 6 Best Use Cases in E-commerce](https://blog.clerk.io/6-ways-machine-learning-helps-your-e-commerce-site) [Read More](https://blog.clerk.io/6-ways-machine-learning-helps-your-e-commerce-site) [Trends](https://blog.clerk.io/topic/trends) | 15 minute read ## [46 Top E-Commerce Personalization statistics You Need to Know in 2022](https://blog.clerk.io/personalization-stats-2021) [Read More](https://blog.clerk.io/personalization-stats-2021) [Trends](https://blog.clerk.io/topic/trends) | 4 minute read ## [Voice Search: Top Trends to Watch Out for 2022](https://blog.clerk.io/voice-search-trend) [Read More](https://blog.clerk.io/voice-search-trend) [Trends](https://blog.clerk.io/topic/trends) | 8 minute read ## [The E-commerce Fashion Industry: Top Data & Trends for 2022](https://blog.clerk.io/e-commerce-fashion-industry-trends) [Read More](https://blog.clerk.io/e-commerce-fashion-industry-trends) [Trends](https://blog.clerk.io/topic/trends) | 1 minute read ## [The 5 Best Applications of Big Data in E-commerce](https://blog.clerk.io/5-applications-of-big-data-in-e-commerce) [Read More](https://blog.clerk.io/5-applications-of-big-data-in-e-commerce) [Trends](https://blog.clerk.io/topic/trends) | 11 minute read ## [28 Mind-Blowing E-commerce Statistics in 2021](https://blog.clerk.io/e-commerce-statistics-2021) [Read More](https://blog.clerk.io/e-commerce-statistics-2021) [Trends](https://blog.clerk.io/topic/trends) | 7 minute read ## [The Evolution of E-commerce Technology](https://blog.clerk.io/the-evolution-of-e-commerce-technology) [Read More](https://blog.clerk.io/the-evolution-of-e-commerce-technology) [Trends](https://blog.clerk.io/topic/trends) | 10 minute read ## [Omnichannel: The Key to Improving Customer Engagement in 2022](https://blog.clerk.io/omnichannel-a-short-introduction) [Read More](https://blog.clerk.io/omnichannel-a-short-introduction) [Trends](https://blog.clerk.io/topic/trends) | 9 minute read ## [E-commerce Payment Trends To Watch Out For in 2022](https://blog.clerk.io/e-commerce-payment-trends-in-2021) [Read More](https://blog.clerk.io/e-commerce-payment-trends-in-2021) [Email Marketing](https://blog.clerk.io/topic/email-marketing) | 8 minute read ## [Email Marketing Stats and Trends (Updated 2022)](https://blog.clerk.io/email-marketing-stats-2021) [Read More](https://blog.clerk.io/email-marketing-stats-2021) [Previous](https://blog.clerk.io/topic/trends/page/1) [All posts](https://blog.clerk.io/all) [Next](https://blog.clerk.io/topic/trends/page/3) Load More Ready to get started? 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