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DataKitchen’s Best of 2021 DataOps Resources

DataKitchen

Before we shut the door on 2021, we would like to share our most popular DataOps content in hopes that it can help you as you learn about and implement DataOps. Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021. The DataOps Vendor Landscape, 2021.

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5 things on our data and AI radar for 2021

O'Reilly on Data

Here are some of the most significant themes we see as we look toward 2021. With more businesses migrating their data infrastructure to the cloud, as well as the increase of open source projects driving innovation in cloud data lakes, these will remain on the radar in 2021. What will that lead to in 2021?

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2021 Data/AI Salary Survey

O'Reilly on Data

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. There was a lot of uncertainty about stability, particularly at smaller companies: Would the company’s business model continue to be effective? Would your job still be there in a year? Think about it.”

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AI Adoption in the Enterprise 2021

O'Reilly on Data

Relatively few respondents are using version control for data and models. Tools for versioning data and models are still immature, but they’re critical for making AI results reproducible and reliable. The biggest skills gaps were ML modelers and data scientists (52%), understanding business use cases (49%), and data engineering (42%).

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Storytelling: The Secret Weapon to Turning Your Data into Meaning

Speaker: Nils Davis, Principal, NPD Associates

In this session, Nils Davis will provide a very simple model of what makes a great story - and you will be surprised how powerful this model is! February 25, 2021 at 11:00 am PST, 2:00 pm EST, 7:00 pm GMT. He will walk you through: Finding the problem worth solving. The difficult journey to a solution.

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Indian Government Contemplates Adding AI Regulations to IT Act

Analytics Vidhya

The Indian government is gearing up for significant amendments to the Information Technology (IT) Rules of 2021. The new additions target enhancing the oversight of artificial intelligence (AI) entities and generative AI models.

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Gartner – Top Trends in Data and Analytics for 2021: XOps

DataKitchen

Gartner identified XOps (DataOps, ModelOps, DevOps) as one of the top trends in data and analytics for 2021. DataKitchen Blog: Deliver AI and ML Models at Scale with ModelOps. DataKitchen On-Demand Webinar: Your Model is Not an Island: Operationalize Machine Learning at Scale with ModelOps. What is XOps? .

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How to Operationalize Data From Multiple Sources to Deliver Actionable Insights

Speaker: Speakers from SafeGraph, Facteus, AWS Data Exchange, SimilarWeb, and AtScale

Join this webinar to learn how to blend Geospatial data (from SafeGraph), Financial Market and Transaction Data (from Facteus), & Global Websites Visit and Engagement KPIs (from SimilarWeb) to enrich, augment, and improve self-service analytics as well as predictive models. Tuesday, September 14th, 2021 at 11AM PDT, 2PM EDT, 7PM GMT.

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10 Keys to AI Success in 2021

In our 10 Keys to AI Success in 2021 eBook, we draw from the engaging conversations we’ve had with guests on our More Intelligent Tomorrow podcast series to show how organizations are overcoming hurdles and realizing the enormous rewards that AI can bring to any organization. But it’s not always easy for organizations to do.

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Bridging the Online and Offline: How to Apply Product Thinking to Expanding Your eCommerce Business

Speaker: John Cutler, Product Evangelist and Coach at Amplitude

Even brick and mortar businesses are integrating more digital approaches to CX -- testing out loyalty programs and subscription-based models. How product data can optimize your subscription and loyalty models. October 7th, 2021 at 11:00 am PDT, 2:00 pm EDT, 7:00 pm GMT

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New Buyer's Guide for Supply Chain Network Design

Scenario modeling is emerging as a key capability. To help you start 2021 strong, we updated our popular Buyer's Guide for Supply Chain Network Design Software with research insights and learnings. Many companies are looking to redesign their supply chain network to lower costs, improve service levels and reduce risks in the new year.

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How to Scale a Data Literacy Program at Your Organization

Speaker: Megan Brown, Director, Data Literacy at Starbucks; Mariska Veenhof-Bulten, Business Intelligence Lead at bol.com; and Jennifer Wheeler, Director, IT Data and Analytics at Cardinal Health

Best practices, pitfalls, practical first steps and models to scale adoption and continuously improve. Thursday, September 23rd, 2021 at 11AM PDT, 2PM EDT, 7PM GMT. Real-world examples and strategies with the people, process and technology investments needed to create a data literate culture.

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Best Practices for Creating Long-Lasting and Continuous Discovery Habits

Speaker: Teresa Torres, Internationally Acclaimed Author, Speaker, and Coach at ProductTalk.org

These methods are better than nothing, but how can we improve on this model? June 24, 2021 at 12:30 pm PDT, 3:30 pm EDT, 8:30 pm BST. As a result, many of us are still stuck in a project-world rut: research, usability testing, engineering, and a/b testing, ad nauseam. This is an exclusive session with Teresa you won't want to miss!

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AR/VR Simulations for Sustainable, Regenerative, Circular Cities

Speaker: Nik Gowing, Brenda Laurel, Sheridan Tatsuno, Archie Kasnet, and Bruce Armstrong Taylor

This conversation considers how today's AI-enabled simulation media, such as AR/VR, can be effectively applied to accelerate learning, understanding, training, and solutions-modeling to sustainability planning and design. May 5, 2021 at 9:30 am PDT, 12:30 pm EDT, 5:30 pm GMT. This is a panel discussion you won't want to miss!