August, 2021

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Hyperparameter Tuning Of Neural Networks using Keras Tuner

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In neural networks we have lots of hyperparameters, it is. The post Hyperparameter Tuning Of Neural Networks using Keras Tuner appeared first on Analytics Vidhya.

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The Medical Field is Changing Because of Artificial Intelligence

Dataconomy

Artificial intelligence is one of the most rapidly growing aspects of tech, and in a well-funded industry like the medical industry, new adaptations are helping with efficiency and precision. Ultimately, artificial intelligence is changing healthcare for good, but there are some growing pains as well. Many of those affect the.

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Trending Sources

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How to Win New Business with External Data

The Data Administration Newsletter

Increasingly, external data (alternative data, public data, open data – call it what you want) is being called the “secret sauce” of driving advanced analytics, developing machine learning and AI capabilities, enriching existing models, and delivering unrealized insights to every part of your organization. The difficulty in connecting to this data is top of mind for […].

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Improving Data Processing with Spark 3.0 & Delta Lake

Smart Data Collective

Collecting, processing, and carrying out analysis on streaming data , in industries such as ad-tech involves intense data engineering. The data generated daily is huge (100s of GB data) and requires a significant processing time to process the data for subsequent steps. Another challenge is the joining of datasets to derive insights. Each process on average has more than 10 datasets and an equal number of joins with multiple keys.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Testing the TikTok algorithm

FlowingData

The Wall Street Journal tested out the TikTok algorithm with bots to see how quickly the app converged towards a user’s pre-specified interests. As viewing time of videos as the main signal, and to nobody’s surprise (I think), it only took a couple of hours for TikTok to narrow down interests. This is how most social services work these days?

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Best of Tableau Web: August 2021

Tableau

Andy Cotgreave. Technical Evangelist Director, Tableau. Kristin Adderson. August 23, 2021 - 11:30pm. September 4, 2021. I imagine you’re familiar with this line of questioning: ”How satisfied are you with XYZ?” and “How likely are you to recommend XYZ to others?” or “How much do you agree or disagree with the following statements?”. Here these questions are rhetorical, but you’ve likely all seen and responded to similar survey questions as you’ve traversed the web.

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Novel AI Advances in Diabetes Care Pathway

Dataconomy

The care pathway of every patient is unique, but for persons living with diabetes, it is a long and complex intervention of care processes spread across the care continuum. Luckily, AI is transforming how diabetes is detected, managed, and prevented while improving patient outcomes. Today, about 463 million people are.

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Big Data Modeling Improves Business Intelligence

The Data Administration Newsletter

Through big data modeling, data-driven organizations can better understand and manage the complexities of big data, improve business intelligence (BI), and enable organizations to benefit from actionable insight. Big data modeling is an extension of data modeling, a practice adopted by many areas of Information Technology (IT), used to better understand enterprise data resources.

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Understanding the Differences Between Data Lakes and Data Warehouses

Smart Data Collective

Data lakes and data warehouses are probably the two most widely used structures for storing data. In this article, we will explore both, unfold their key differences and discuss their usage in the context of an organization. Data Warehouses and Data Lakes in a Nutshell. A data warehouse is used as a central storage space for large amounts of structured data coming from various sources.

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Procedurally generated fish drawings

FlowingData

Lingdong Huang’s project fishdraw seems straightforward on the surface. You go to the page and there’s a drawing of a fish. But then you keep clicking the refresh arrow and realize the fish are procedurally generated, including the name on the bottom. So good. Tags: drawing , fish , Lingdong Huang , procedural.

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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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When work flows, insights grow with the Tableau app for Slack

Tableau

Francois Ajenstat. Chief Product Officer, Tableau. Bronwen Boyd. August 11, 2021 - 10:41pm. August 17, 2021. Data has never been more important. It answers key questions that drive business growth. It helps organizations connect with customers and provide personalized experiences. It leads to smarter decisions grounded in both intuition and insights.

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Let’s Understand All About Data Wrangling!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data- a world-changing gamer is a key component for all. The post Let’s Understand All About Data Wrangling! appeared first on Analytics Vidhya.

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10 AI Tech Trends You Really Need To Know About

Dataconomy

AI tech trends are driving humanity forward. Digital transformation has reached every industrial sector, and AI is achieving things that scientists have only dreamed about. Now, AI and ML technology is being used in several real-world applications that consumers come into contact with on a daily basis. While some dystopian.

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Differences Between Data Management and Data Governance

The Data Administration Newsletter

A common misconception among c-level executives is that governance and management of data is the same thing other than in capital letters. Yet, there are some crucial differences between these two terms that should be understood before working on a project or implementing a program. Below, we will explore the main differences between Data Management […].

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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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Leveraging Data Science To Grow And Manage Your Team

Smart Data Collective

When applied to the hiring process, data analytics can help you strategically grow and manage your team with greater accuracy and success. More companies are using big data to create a stronger company culture. 50% of business owners consider big data to be the most effective hiring method, a Global Recruiting Trends survey reveals. Moreover, big data can also improve talent retention by 56% and better clarify skills gaps by 50%.

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Visualizing GitHub repos

FlowingData

Most people are familiar with the file-and-folder view. Sort alphabetically, date, or file type, and scroll up and down. This works well when you know what you’re looking for, but sometimes you could use a quick overview of what a codebase looks like. Amelia Wattenberger for GitHub used packed circles. The fun part is towards the end where you can enter any repo to see what it looks like.

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Introducing the new Tableau platform, reimagined for the enterprise

Tableau

Loreal Lynch. Vice President, Product Marketing. Bronwen Boyd. August 24, 2021 - 2:19am. September 2, 2021. As more businesses accelerate digital transformation initiatives, leaders are gaining a better understanding of the value of data, and want to scale analytics across their organization. However, on the road to becoming a data-driven organization, choosing an enterprise platform often presents leaders with compromises: Strong governance or agile, self-service?

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Python Tutorial: Working with CSV file for Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Source Intro: In this article, I will walk you. The post Python Tutorial: Working with CSV file for Data Science 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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How vectorization is helping identify UFOs, UAPs, and whether aliens are responsible

Dataconomy

If there’s one topic that has captured the public’s attention consistently over the decades, it is this: have aliens visited Earth, and have we caught them in the act on camera?

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None Shall Pass! Are Your Database Standards Too Rigid?

The Data Administration Newsletter

Rigidly adhering to a standard, any standard, without being reasonable and using your ability to think through changing situations and circumstances is itself a bad standard. I guess I should quickly define what I mean by a “database standard” for those who are not aware. Database standards are common practices and procedures that are documented and […].

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Businesses Across Various Industry Verticals Use Data Analytics

Smart Data Collective

Big data and analytics technology is rapidly changing the future of modern business. Over 67% of companies spend over $10,000 a year on analytics solutions. Investments in analytics are being made across all major industries. ‘Although companies in healthcare, IT and finance are some of the biggest investors in analytics technology, plenty of other sectors are investing in analytics as well.

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? Visualization Tools and Learning Resources, August 2021

FlowingData

Welcome to issue #154 of The Process, the newsletter for FlowingData members about how the charts get made. I’m Nathan Yau, and every month I collect visualization tools and learning resources that help you make better charts. Here’s the good stuff for August. Become a member for access to this — plus tutorials, courses, and guides.

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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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6 lessons learned about data communication from the Iron Viz 2021 Feeder

Tableau

Andy Cotgreave. Technical Evangelist Director, Tableau. Bronwen Boyd. August 20, 2021 - 10:08pm. August 21, 2021. Last week I had the honor of announcing the winners of the 2021 Iron Viz feeder competition. The theme was joy, and the entries definitely brought me joy. Iron Viz is amazing, not just because of the skill of the people who make it to the top 10, but because of the talent of everyone who enters: win or learn, you can’t lose with Iron Viz.

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Mathematical Modelling: Modelling the Spread of Diseases with SIRD Model

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction According to Haines and Crounch, mathematical modelling is a process. The post Mathematical Modelling: Modelling the Spread of Diseases with SIRD Model appeared first on Analytics Vidhya.

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Data Natives 2022: Back in Berlin, in-person, and as big as ever!

Dataconomy

Data Natives is back! Europe’s biggest data science and AI event will take place in Berlin, for real and in person, because online conferences are so 2020. Mark your diaries – we’ll be bringing you the best speakers, networking events, hackathons, open forums, and more between March 10 to 24, 2022.

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How Data Cleansing Helps Predictive Modeling Efforts

The Data Administration Newsletter

If you are planning on using predictive algorithms, such as machine learning or data mining, in your business, then you should be aware that the amount of data collected can grow exponentially over time. In a world where big data is becoming more popular and the use of predictive modeling is on the rise, there are steps […].

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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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5 Advanced Identity Theft Protection Tips in the Big Data Era

Smart Data Collective

There are a lot of great things about living in an era governed by big data. Big data creates a lot of new opportunities in business and our personal lives. However, there are also downsides to the sudden influx of data in the 21st Century. One major concern is that big data has made identity theft risks more significant. Addressing the Risk of Identity Theft in a World Increasingly Dependent on Big Data.

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? Different Points of View from the Same Data – The Process 153

FlowingData

Welcome to issue #153 of The Process , the newsletter for FlowingData members on how the charts get made. I’m Nathan Yau, and this week I was observing different points of view from the same data. It still amazes me that you can give multiple people the same dataset and the results can vary depending on questions, goals, and audience. Become a member for access to this — plus tutorials, courses, and guides.

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Here’s how you can influence the Tableau product roadmap

Tableau

Ciara Brennan. Senior Program Manager, Community Forums. Spencer Czapiewski. August 9, 2021 - 5:07pm. August 10, 2021. Getting feedback directly from the Tableau Community is one of the most important aspects in developing new capabilities across the Tableau platform. For us, customer-focused innovation means leaning into that magical intersection where our big vision meets your concrete experiences and challenges.

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Gradient Descent: Design Your First Machine Learning Model

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Building a simple Machine Learning model using Pytorch from scratch. Image by my great learning Introduction Gradient descent is an optimization algorithm that is used to train machine learning models and is now used in a neural network. Training data helps the model learn […].

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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.