December, 2020

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10 Data Science Projects Every Beginner should add to their Portfolio

Analytics Vidhya

ArticleVideos Overview The projects are a way to enhance and improve your knowledge in the data science domain. To boost your resume, here we. The post 10 Data Science Projects Every Beginner should add to their Portfolio appeared first on Analytics Vidhya.

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Open and free online data collection will fuel future innovations

Dataconomy

The saying “knowledge is power” doesn’t just apply to individuals but also businesses. While individuals can learn from books and life lessons, businesses need a tool to gather market insights. This is where online data collection comes in. It is one of the best tools because it provides up-to-date and. The post Open and free online data collection will fuel future innovations appeared first on Dataconomy.

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How Trucking Companies Use Telematics to Increase Trucking Safety

Smart Data Collective

As technology has advanced in the transportation industry, there’s a lot of data available that can enhance truckers’ safety all over the world. One recent example is the development of electronic logging devices (ELD) that monitor drivers’ Hours of Service (HOS) compliance. But there are other examples of how technology is improving truck driver safety – that’s what telematics is all about.

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2020 #VizInReview: The year in Viz of the Days

Tableau

Team Tableau Public. Kristin Adderson. December 23, 2020 - 9:01pm. December 24, 2020. Let’s be real, 2020 has been one incredibly wild ride that no one expected. Despite it all, one thing remained steadfast: the Tableau Public global community of data enthusiasts’ commitment to bringing impactful (and often mindblowing) data insights to life. To mark the end of 2020, we’re taking a look back at some of the most amazing visualizations created by the #DataFam this year. .

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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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2020 Retrospective: New Country, New Role, New Habit

Eugene Yan

Wrapping up 2020 with writing and site statistics, graphs, and a word cloud.

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What is the Right Response to Employer Misbehavior in Research?

Machine Learning (Theory)

I enjoyed my conversations with Timnit when she was in the MSR-NYC lab, so her situation has been on my mind throughout NeurIPS. Piecing together what happened second-hand is always tricky, but Jeff Dean’s account and Timnit’s agree on a basic outline. Timnit and others wrote a paper for FAccT which was approved for submission by the normal internal review process, then later unapproved.

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In Pod we trust: towards a transparent data economy

Dataconomy

polypoly Cooperative publishes a technical white paper featuring its core technology, the polyPod. The cooperative is the first of its kind: A pan-European data cooperative in which shareholder-members own and profit from the underlying technology. Download now! Things are totally out of control. We don’t know who has our data, The post In Pod we trust: towards a transparent data economy appeared first on Dataconomy.

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How to Start, Nurture, and Grow a Business with Big Data

Smart Data Collective

At any given moment, a single person creates roughly 1.7 MB of data. We’re creating and putting more information out there than at any other point in human history. At this rate, by the end of the year, we can expect the Big Data market to reach 40 trillion gigabytes. That’s more data than most of us can even begin to imagine. Now, this data contains everything from the pictures you upload on social media to comments you post on Reddit and everything in between.

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Looking back: A year (or two) in review of Tableau web authoring

Tableau

Kevin Mason. Senior Product Manager, Tableau. Kristin Adderson. December 29, 2020 - 8:23pm. December 29, 2020. We are wrapping up 2020 with some well-timed holiday goodies. Tableau 2020.4 marks a very special milestone on our web authoring journey with the completion of the most requested web feature requests from the last two years, as well as the exciting release of Tableau Prep Builder on the web!

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Catch the Flying Daggers

Eugene Yan

A short story on flying daggers and life's challenges.

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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!

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Experiments with the ICML 2020 Peer-Review Process

Machine Learning (Theory)

This post is cross-listed on the CMU ML blog. The International Conference on Machine Learning (ICML) is a flagship machine learning conference that in 2020 received 4,990 submissions and managed a pool of 3,931 reviewers and area chairs. Given that the stakes in the review process are high — the careers of researchers are often significantly affected by the publications in top venues — we decided to scrutinize several components of the peer-review process in a series of experiments.

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A Super Useful Month-by-Month Plan to Master Data Science in 2021

Analytics Vidhya

Overview Your quest to understand how to become a data scientist in 2021 ends here Here’s a month on month plan that you can. The post A Super Useful Month-by-Month Plan to Master Data Science in 2021 appeared first on Analytics Vidhya.

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Agile 2: A New Hope

Dataconomy

On February 11-13, 2001, a group of senior programmers, project managers, and technical analysts met at the Snowbird ski resort in Utah. Their mission, sparked by numerous conversations between the various members over chat and at conferences, was to define a single movement that would end up radically shaping how. The post Agile 2: A New Hope appeared first on Dataconomy.

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New Open-Source Tools Use Machine Learning to Streamline Content Writing Process

Smart Data Collective

Machine learning has always been the great hope for automating a variety of tasks. However, writing was often seen as something that could never be automated. Significant progress has been made over the years, and tools like OpenAI are making it easier than ever before to streamline the essay writing process. For students looking to streamline their academic journeys, new open-source tools could offer essay help that was simply never available in the past.

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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 Foundation partners reflect on 2020 and data for impact

Tableau

Neal Myrick. Global Head of the Tableau Foundation. Kristin Adderson. December 28, 2020 - 9:59pm. December 27, 2020. Addressing a global pandemic and economic crisis while also driving for change in other areas—from racial inequity to equitable education to hunger—is a monumental challenge. We are lucky to have amazing nonprofit partners tackling these issues.

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How I’m Reflecting on 2020 and Planning for 2021

Eugene Yan

Time to clear the cache, evaluate existing processes, and start new threads.

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Cybersecurity Isn’t Going Anywhere in 2021: Expert Predictions Part One

Dataversity

Click to learn more about author Samantha Humphries. When reflecting on 2020, the effects of COVID-19 have touched nearly every corner of the globe, spanning continents, age groups and industries. The pandemic forced an almost overnight transformation in the way most businesses operate, particularly for those that did not already have cloud security tools in […].

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A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning!

Analytics Vidhya

Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Twitter text analytics reveals COVID-19 vaccine hesitancy tweets have crazy traction

Dataconomy

Despite the good news emanating from COVID-19 vaccine trials, governments should understand hesitancy concerns to ensure a successful roll-out plan. The analysis identified 243,000 tweets from the UK and US that referred to a possible COVID-19 vaccine Hesitancy tweets were not just a more significant portion of the vaccine conversation, The post Twitter text analytics reveals COVID-19 vaccine hesitancy tweets have crazy traction appeared first on Dataconomy.

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Perplexing Impacts of AI on The Future Insurance Claims

Smart Data Collective

We previously talked about the benefits of data analytics in the insurance industry. One report found that big data vendors will generate over $2.4 billion from the insurance industry. However, major advances in AI have arguably affected the insurance industry even more. AI has moved forward in giant leaps over the last ten years, and new developments are being realized every day.

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Retail’s urgency: Addressing customer and inventory needs with data

Tableau

Jeff Huckaby. Market Segment Director, Retail and Consumer Goods, Tableau. Kristin Adderson. December 14, 2020 - 8:37pm. December 22, 2020. Retail already changed from being product to more customer-centric influenced by increasing omni-channel initiatives that encourage digital transformation. Then Covid-19 hit. What retailers learned is that they must be willing and able to adapt quickly to internal and external forces.

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Alation 2020.4: Discussing Analyst Productivity with Andrea Levy, Data Science Lead at Alation

Alation

The post Alation 2020.4: Discussing Analyst Productivity with Andrea Levy, Data Science Lead at Alation appeared first on Alation.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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How Big Data Enables One-to-One Marketing

Dataversity

Click here to learn more about Gilad David Maayan. What Is One-to-One Marketing A one-to-one marketing strategy strives to create an experience that fits the individual customer. Rather than segment customers into groups, one-to-one marketing strategies treat each customer individually. This is similar to how sales representatives remember details about each customer, like date of […].

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A Comprehensive Learning Path to Become a Data Scientist in 2021!

Analytics Vidhya

Are you Ready to Become a Data Scientist in 2021? A new year beckons! New resolutions to become a data scientist have to be. The post A Comprehensive Learning Path to Become a Data Scientist in 2021! appeared first on Analytics Vidhya.

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Strange Myths About Digital Transformation

Dataconomy

This article was originally published at Grit Daily and is reproduced with permission. Some things are just guaranteed to set me off. Denying facts, poor quality chocolate, and unsubstantiated myths top the list, although not necessarily in that order. I’ve had my fair share of exposure to all three recently, The post Strange Myths About Digital Transformation appeared first on Dataconomy.

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The Dream Team: Building The Ideal Product Team with Marvels of Data Analytics

Smart Data Collective

Big data is leading to a number of major changes in businesses all over the world. One of the biggest changes to come from new advances in data analytics is an improvement in product development. We mentioned that insights made with big data can be important for developing digital products , but they can also be useful for creating physical products, too.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Build custom maps the easy way with multiple map layers in Tableau

Tableau

Ashwin Kumar. Senior Product Manager. Kristin Adderson. December 22, 2020 - 8:04pm. December 22, 2020. The Tableau 2020.4 release comes fully-loaded with tons of great features, including several key updates to boost your geospatial analysis. In particular, the new multiple marks layers feature lets you add an unlimited number of layers to the map. This means you can visualize multiple sets of location data in context of one another, and there’s no need for external tools to build custom backgro

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Analytics and Governance, Two Sides of the Data Intelligence Coin

Alation

The post Analytics and Governance, Two Sides of the Data Intelligence Coin appeared first on Alation.

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Th(re)e Things that Make Compliant Data Management Strategies

Dataversity

Click to learn more about author Stefan Vucicevic. Data Management has been changing tremendously. Each year, the volume of data we need to manage goes rapidly up, as does the number of sources where this data is generated. Previously, companies used email as the main source of communication. Today, email has given way to social […]. The post Th(re)e Things that Make Compliant Data Management Strategies appeared first on DATAVERSITY.

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Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!

Analytics Vidhya

Overview Here is a list of Top 15 Datasets for 2020 that we feel every data scientist should practice on The article contains 5. The post Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio! appeared first on Analytics Vidhya.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.