January, 2021

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A Look at Machine Learning System Design

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction As ML applications are maturing over time and becoming an. The post A Look at Machine Learning System Design appeared first on Analytics Vidhya.

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AI in Analytics: Powering the Future of Data Analytics

Dataconomy

Augmented analytics: the combination of AI and analytics is the latest innovation in data analytics. For organizations, data analysis has evolved from hiring “unicorn” data scientists – to having smart applications that provide actionable insights for decision-making in just a few clicks, thanks to AI. Augmenting by definition means making. The post AI in Analytics: Powering the Future of Data Analytics appeared first on Dataconomy.

Analytics 254
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Customer Data Analytics is Critical to the Future of Account-Based Marketing

Smart Data Collective

We have talked at length about the importance of data analytics in the field of marketing. Data analytics offers many useful insights for companies striving to boost their market share. One of the best applications of data analytics is through enhanced account-based marketing. There are a lot of ways to use big data to get a better understanding of a target customer group, which is a vital part of any marketing strategy.

Analytics 144
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Developer Platform news: January 2021

Tableau

Geraldine Zanolli. Developer Evangelist. Kristin Adderson. January 27, 2021 - 2:58am. January 27, 2021. Each month, our Developer Platform team pulls back the curtain on recent work to support our developer community during the monthly Tableau Developer Program Sprint Demos. As we start a new year, we’re excited to share important updates, including: Analytics extensions on Tableau Online, Tableau Server in a container, the new file format for Hyper API, and In-Product Extensions Gallery.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Growing and Running Your Data Science Team

Eugene Yan

What I learned about hiring and training, and fostering innovation, discipline, and camaraderie.

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Pillars of Data Integrity: The New Business Imperative

Dataversity

Click to learn more about author Amy O’Connor. Innovations in data-driven intelligence continue to power transformation initiatives for modern businesses. While these innovations improve how we collect, store, manipulate, and analyze data, that is not enough to fully leverage data. Being accurate, consistent, and contextual is crucial for unleashing the data’s full potential.

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AI and data science predictions for 2021

Dataconomy

Artificial intelligence saw rapid growth in 2020. The global pandemic and the resulting digital transformation forced upon companies and individuals as we moved from offices to homes accelerated AI usage and development. And it seems that this pace will not slow down in 2021. Here are a few predictions on. The post AI and data science predictions for 2021 appeared first on Dataconomy.

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Data Governance is Vital to the Future of a World Ruled by Artificial Intelligence

Smart Data Collective

Artificial intelligence has been a huge revolutionary advance for modern consumers and businesses. It has led to some of the most important and pressing discoveries. The market was worth $39.9 billion in 2019 and is growing at a pace of 42% a year between 2020 and 2027. However, there are a few fundamental things that we need to understand to make it work for us.

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Announcing new Tableau Data Literacy curriculum for higher education

Tableau

Sue Kraemer. Tableau Academic Programs Instructional Designer. Kristin Adderson. January 8, 2021 - 3:49pm. January 8, 2021. Bridge the data literacy gap for students in academia. Working with data is a necessity for most jobs, and analytical skills can be a huge differentiator for success across all kinds of work—whether corporate, nonprofit, or academic.

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You Don't Really Need Another MOOC

Eugene Yan

Stop procrastinating, go off the happy path, learn just-in-time, and get your hands dirty.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Data Analytics Will Power a Transformation of Supply Chains in the Post-Pandemic Environment

Dataversity

Click to learn more about author Vikas Mathur. COVID-19 exerted a disruptive impact on virtually every aspect of business across every sector — and supply chains were no exception. In a recent report, Deloitte said the pandemic might be “the black swan event that finally forces many companies, and entire industries, to rethink and transform […].

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5 Python Packages Every Data Scientist Must Know

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction When it comes to productivity, the internet is flooded with. The post 5 Python Packages Every Data Scientist Must Know appeared first on Analytics Vidhya.

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Where Data Scientist Salaries are Headed in 2021

Dataconomy

For many years now, becoming a data scientist has been the goal for many. Billed as the hottest role of the 21st century, data scientists are among the highest paid in the IT industry and one of the most scarce right now. In fact, according to Glassdoor, the average salary. The post Where Data Scientist Salaries are Headed in 2021 appeared first on Dataconomy.

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Understanding The Phenomenal Impact of Social Data on B2B Funnels

Smart Data Collective

We recently talked about the benefits of using big data in marketing. We even discussed some tools that leverage big data to get more value out of marketing strategies. For B2B sales and marketing teams, few metaphors are as powerful as the sales funnel. It’s a near-supernatural, multi-layered vortex that pulls in leads from the wider world, then draws them down toward closing.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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How Starbucks uses analytics to enhance customer experience

Tableau

Andrew Beers. Chief Technology Officer, Tableau. Kristin Adderson. January 15, 2021 - 10:38pm. January 15, 2021. Data and analytics have long been known to accelerate business transformation and growth, but in this digital age where people spend significant time both online and offline it’s imperative that organizations start looking at data in a new way.

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DataTalksClub - The Importance Of Writing In A Tech Career

Eugene Yan

Why did I start writing? What's my writing process? What's the writing culture at Amazon like?

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Data Management & Data Stories with Scott Taylor

Data Science 101

Data Management with Scott Taylor. Scott, better known as The Data Whisperer , has spent over two decades solving DATA problems. Scott is an expert in Data Management and storytelling. He recently wrote a book, Telling Your Data Story, to help companies do just that. He is also a live streamer, video creator, podcaster, and entertaining person. Connect with Scott Taylor.

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Understanding Architecture of LSTM

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction “Machine intelligence is the last invention that humanity will ever. The post Understanding Architecture of LSTM appeared first on Analytics Vidhya.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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How to get started in AI development

Dataconomy

Artificial intelligence is becoming crucial for businesses that want to compete and survive. In fact, if you’re not using AI in 2021, there’s a good chance you lose out to your competitors. Of course, that makes AI development a highly sought after career, as more companies need to hire skilled. The post How to get started in AI development appeared first on Dataconomy.

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Big Data Plays Key Role in Helping Satellites Get Launched into Orbit

Smart Data Collective

Big data is changing the space race in ways that original founders at NASA and other global space exploration organizations never foresaw decades ago. Miriam Kramer, an author with Axios, talked about the growing number of space companies that are finding new ways to utilize big data. They hope new advances in data technology will help them connect with new markets.

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Best of the Tableau Web: December

Tableau

Andy Cotgreave. Technical Evangelist Director, Tableau. Kristin Adderson. January 20, 2021 - 10:39pm. January 23, 2021. Happy New Year! Welcome to another year of reviewing the Best of the Tableau Web (BOTW). Can you believe we’re entering the 10th year of this blog series? I personally want to thank every person who shared a tip, detailed technique, analytics that inspired them, or some wacky piece of data art.

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Mailbag: How to Get Experienced DS Resume Noticed by Recruiters?

Eugene Yan

How to increase the chances of getting called up by recruiters?

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Why Now for AI in Manufacturing?

Dataversity

Click to learn more about author Venkat Eswara. Technology always evolves faster than our ability to adapt. AI is becoming mainstream in the consumer and enterprise sectors. So, it’s not a question of if but when AI will become the norm in the manufacturing sector. In fact, it already is. On the one hand, the COVID-19 pandemic has heightened […].

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A Quick Introduction to K – Nearest Neighbor (KNN) Classification Using Python

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction This article concerns one of the supervised ML classification algorithm-KNN(K. The post A Quick Introduction to K – Nearest Neighbor (KNN) Classification Using Python appeared first on Analytics Vidhya.

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5 new year’s resolutions to improve how organizations work with data in 2021

Dataconomy

Many people are breathing a sigh of relief that 2020 is finally over. I’m hopeful that on a global scale, 2021 can eventually help us move on from the pandemic and from political turmoil to shape kinder societies where economic interests and citizens’ wellbeing are in balance. Data is and. The post 5 new year’s resolutions to improve how organizations work with data in 2021 appeared first on Dataconomy.

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Artificial Intelligence Creates Tremendous Changes for the Direction of Marketing

Smart Data Collective

Artificial intelligence (AI) powered solutions have popped up across numerous industries. From healthcare to transportation, it has found applications in a vast number of things and business marketing is no different. Loads of business marketing solutions are available today that come with the power of AI. These include chatbots, video creation tools, and so much more.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Tableau: 9 years a Leader in Gartner Magic Quadrant for Analytics and Business Intelligence Platforms

Tableau

Francois Ajenstat. Kristin Adderson. January 27, 2021 - 4:36pm. February 18, 2021. This week, Gartner published the 2021 Magic Quadrant for Analytics and Business Intelligence Platforms. Gartner has again recognized Tableau as a Leader—for our ninth consecutive year. . I first want to thank you, the Tableau Community, for your continued support and your commitment to data, to Tableau, and to each other.

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Real-time Machine Learning For Recommendations

Eugene Yan

Why real-time? How have China & US companies built them? How to design & build an MVP?

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Four Ways Embedded BI Brings Productivity into Focus

Dataversity

Click to learn more about author Daniel Jebaraj. The purpose of any enterprise software application is to help businesses be more productive. And given the ever-growing number of applications of every stripe across every industry, you want the applications that you develop and sell to maximize the productivity of your customers. That’s the way to […].

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ML Interpretability using LIME in R

Analytics Vidhya

ArticleVideos Overview Merely building the model is not enough without stakeholders not being to interpret the outputs of your model In this article, understand. The post ML Interpretability using LIME in R appeared first on Analytics Vidhya.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!