November, 2020

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Nervous about your first data science project! Here are 6 easy steps to get started!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We all have been hearing about the buzz word – “Data. The post Nervous about your first data science project! Here are 6 easy steps to get started! appeared first on Analytics Vidhya.

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How to put AI to work in your company

Dataconomy

AI is now prevalent in major companies and services that we use every day. From product recommendations to personalized ads, from voice assistants to image recognition, AI helps us in hundreds of ways. That’s fine if you’re a digital-first company, born on the internet and versed in data science, machine. The post How to put AI to work in your company appeared first on Dataconomy.

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Will COVID-19 Show the Adaptability of Machine Learning in Loan Underwriting?

Smart Data Collective

Machine learning is transforming the financial sector more than anybody could have ever predicted. This technology might be more important than ever during the pandemic, as financial institutions discover that many traditional protocols aren’t nearly as effective. One of the most significant changes brought by advances in machine learning is with the loan underwriting process.

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Alexey Grigorev on His Career, Data Science, and Writing

Eugene Yan

How he switched from engineering to data science, what "senior" means, and how writing helps.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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To Make Dishwashers Great Again?

Hacker News

Last Friday the U.S. Department of Energy issued a final rule effective November 30, 2020, that will once again permit American households to purchase dishwashers that actually clean dishes, as they had done for most of the machine’s 130 year history. The October 30 final rule does not force anyone to change their currently installed dishwasher. And new machines will not be available for this year’s Thanksgiving meal, as future rulemaking is contemplated and manufacturers must produce the new cl

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Tune in to use collections, playlists for your data

Tableau

Ann Ho. Product Management Director, Tableau. Tanna Solberg. November 10, 2020 - 4:58pm. July 1, 2021. Take a look at what you have in your music library. You’ve got songs from different albums, artists, and even genres. You probably have music for different moods, activities, or times of day. Just like with songs, the data you use isn’t always contained in the same project on your Tableau site.

Tableau 101

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How to choose the right data stack for your business

Dataconomy

Data comes in many shapes and forms, but two of its core structures are stacks and queues. TechTarget’s definition states the following; “In programming, a stack is a data area or buffer used for storing requests that need to be handled.” And what’s inside that data stack? It’s not just. The post How to choose the right data stack for your business appeared first on Dataconomy.

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Deciphering The Seldom Discussed Differences Between Data Mining and Data Science

Smart Data Collective

The Data Scientist profession today is often considered to be one of the most promising and lucrative. The Bureau of Labor Statistics estimates that the number of data scientists will increase from 32,700 to 37,700 between 2019 and 2029. Unfortunately, despite the growing interest in big data careers, many people don’t know how to pursue them properly.

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Applied / Research Scientist, ML Engineer: What’s the Difference?

Eugene Yan

A personal take on their deliverables and skills, and what it means for the industry and your team.

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AlphaFold: a solution to a 50-year-old grand challenge in biology

DeepMind

Proteins are essential to life, supporting practically all its functions. They are large complex molecules, made up of chains of amino acids, and what a protein does largely depends on its unique 3D structure. Figuring out what shapes proteins fold into is known as the “protein-folding problem”, and has stood as a grand challenge in biology for the past 50 years.

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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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Now available in Tableau 2020.4: Prep Builder in the browser, multiple map layers, Resource Monitoring Tool for Linux, and more

Tableau

Emily Chen. Product Marketing Specialist, Tableau. Spencer Czapiewski. November 17, 2020 - 12:48am. December 15, 2020. The newest release of Tableau is here! Tableau 2020.4 brings practical enhancements to make analytics in your organization more seamless and scalable. Upgrade to take advantage of these new innovations and check out our playlist of Tableau Conference-ish highlights to hear more about what we’ve got coming next year. .

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Top 13 Python Libraries Every Data science Aspirant Must know! (and their Resources)

Analytics Vidhya

Overview Know which are the top 13 data science libraries in python Find suitable resources to learn about these python libraries for data science. The post Top 13 Python Libraries Every Data science Aspirant Must know! (and their Resources) appeared first on Analytics Vidhya.

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Empathy, creativity, and accelerated growth: the surprising results of a technology MBA program

Dataconomy

So you want to be a data scientist or get a few steps up the ladder in AI. But where do you start? Digital technology is the life-force of the modern world, and data science, AI, machine learning, and other related skills are not only necessary to get ahead; they’re. The post Empathy, creativity, and accelerated growth: the surprising results of a technology MBA program appeared first on Dataconomy.

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5 Reasons Technical Support is Essential in the Big Data Age

Smart Data Collective

In an age where data plays a fundamental role in every aspect of our lives, it’s relatively simple to find the answers that we need. You can conduct a Google query and you’ll quickly find thousands of helpful webpages, YouTube videos, and blogs dealing with the issue. Big data has made it possible to store information on virtually everything. Unfortunately, the growing reliance on big data hasn’t come without a cost.

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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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Mailbag: What's the Architecture for your Blog?

Eugene Yan

How did you set up your site and what's an easy way to replicate it?

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LGBTQ History Month: A Look Back and the Importance of Community at Alation

Alation

The post LGBTQ History Month: A Look Back and the Importance of Community at Alation appeared first on Alation.

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Using Unity to Help Solve Intelligence

DeepMind

We present our use of Unity, a widely recognised and comprehensive game engine, to create more diverse, complex, virtual simulations. We describe the concepts and components developed to simplify the authoring of these environments, intended for use predominantly in the field of reinforcement learning.

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How Can You Build a Career in Data Science & Machine Learning?

Analytics Vidhya

Introduction to Machine Learning Machine Learning is the crux of Artificial Intelligence. With increasing developments in AI, IoT and other smart technologies, machine learning. The post How Can You Build a Career in Data Science & Machine Learning? appeared first on Analytics Vidhya.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Quick tutorial to deploy your ML models using FastAPI and Docker

Shreyansh Singh

The goal of this blog post is to make an API to get predictions from a pre-trained ML model and how we can do that in a fast manner using FastAPI and also be able to ship it using Docker. This method does not scale well as it does not support caching and cannot handle much load. However, this can be a good instructional post on how you can deploy those models and use them for small low-scale projects, say a hackathon.

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10 Spectacular Big Data Sources to Streamline Decision-making

Smart Data Collective

The market for big data is surging. It is expected to be worth $274 billion within the next two years. The increasing demand for big data is not surprising. We are living at a time when there is heavy reliance on big data, which often comes from online information. Due to the benefits online data provides, you should strive even more to find or share factual information.

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What Machine Learning Can Teach Us About Life - 7 Lessons

Eugene Yan

Data cleaning, transfer learning, overfitting, ensembling, and more.

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Catching up on the IoT Edge

DataCentric podcast

You can't escape the Edge, but what does it really mean for IT? This is a world where there are limited standards and no "one true way" to deliver solutions, so IT practitioners look to middleware and common tooling to help mangage the complexity. What's working? What isn't? And is there a turf war brewing between IT and OT teams within the enterprise?

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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.

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Now available in Tableau 2020.4: Prep Builder in the browser, multiple map layers, Resource Monitoring Tool for Linux, and more

Tableau

Emily Chen. Product Marketing Specialist, Tableau. Spencer Czapiewski. November 17, 2020 - 12:48am. December 15, 2020. The newest release of Tableau is here! Tableau 2020.4 brings practical enhancements to make analytics in your organization more seamless and scalable. Upgrade to take advantage of these new innovations and check out our playlist of Tableau Conference-ish highlights to hear more about what we’ve got coming next year. .

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12 Essential Tips for People starting a Career in Data Science

Analytics Vidhya

Introduction Learning data science can be intimidating. Especially so, when you are just starting your journey. Which tool to learn – R or Python? The post 12 Essential Tips for People starting a Career in Data Science appeared first on Analytics Vidhya.

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Twilio Segment + Twilio: The Future of Customer Engagement

Twilio Segment

Segment has entered into a definitive agreement to be acquired by Twilio, a company that shares our passion and vision for enabling businesses to drive meaningful customer engagement and experiences.

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Critical Importance of a VPN in the Age of Data Breaches

Smart Data Collective

Internet technology has become far more important than ever before. As our dependence on the Internet grows, it is becoming more important than ever to think about web security. The growing number of data leaks that we see each day is a testament of this. The number of exposed records has increased at an alarming rate. In 2018, over 500 million personal records were exposed with data leaks.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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How to Prevent or Deal with a Data Science Role or Title Mismatch

Eugene Yan

Interview questions you should ask and how to evolve your job scope.

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Catching up on High Performance Computing, with Penguin Computing

DataCentric podcast

As SuperComputing 2020 wraps up, it's a great time to catch up on everything happening in the HPC world. Nobody knows HPC better than Penguin Computing. In this episode of the DataCentric podcast, hosts Matt and Steve are joined by Penguin Computing's Chief Strategy Officer Matt Jacobs, and Penguin's Senior Vice President, Strategic Solutions Group, Kevin Tubbs.

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Tune in to use collections, playlists for your data

Tableau

Ann Ho. Product Management Director, Tableau. Mark Shulman. Product Manager, Tableau. Tanna Solberg. November 10, 2020 - 4:58pm. July 1, 2021. Take a look at what you have in your music library. You’ve got songs from different albums, artists, and even genres. You probably have music for different moods, activities, or times of day. Just like with songs, the data you use isn’t always contained in the same project on your Tableau site.

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Artificial Intelligence in Agriculture : Using Modern Day AI to Solve Traditional Farming Problems

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview Understand what is Artificial Intelligence Lifecycle of agriculture Challenges faced in. The post Artificial Intelligence in Agriculture : Using Modern Day AI to Solve Traditional Farming Problems appeared first on Analytics Vidhya.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.