Sat.Jan 16, 2021 - Fri.Jan 22, 2021

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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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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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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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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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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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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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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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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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Storing Data in the Cloud

The Data Administration Newsletter

In the cloud-era, should you store your corporate data in Cosmos DB on Azure, Cloud Spanner on the Google Cloud Platform, or in the Amazon Quantum Ledger? The overwhelming number of options today for storing and managing data in the cloud makes it tough for database experts and architects to design adequate solutions. However, they […].

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Why Your Business Needs a Data Backup Strategy

Smart Data Collective

While protecting your data is a matter of paramount importance for ordinary users, there are also considerations for business owners. Every viable enterprise has myriads of crucial data that must be protected at all costs, not just by virus protection software but also in a more complex way. Otherwise, hijackers will undoubtedly figure out how to steal and profit from the pillars of information stored on your company’s computers and servers.

Big Data 141
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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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Why Is It Such a Challenge to Integrate Security into DevOps?

Dataversity

Click to learn more about author Anastasios Arampatzis. DevOps is transforming how organizations develop software faster. DevOps utilizes agile methodologies to integrate and streamline the software development and operations process. The result is faster time to market and a more efficient development process. However, DevOps processes are challenging the way security integrates with fast development […].

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A Guide to the Naive Bayes Algorithm

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction to Naive Bayes algorithm Naive Bayes is a classification algorithm. The post A Guide to the Naive Bayes Algorithm appeared first on Analytics Vidhya.

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Starting a Data Career

Data Science 101

Starting a Data Career. If you are just starting a career in data, you will not want to miss this live interview. Join me as I speak with Henrique Senra from Simbiose Ventures to discuss the book, Getting Started with Data. The book was written out of a desire to provide a better future for low-income Brazilians. We will talk about. The story behind the book Tips for getting started with a data career Who the book is for Why now is a great time to learn data Henrique’s data journey Any que

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5 Technologies Massively Disrupting Hotel Customer Service in the Age of Big Data

Smart Data Collective

Big data is changing the future of the hospitality sector in immeasurable ways. Although many facets of this industry are impacted by new advances in data technology, customer service is arguably the most important. Any business that relies on customer service must learn to adapt to developing customer needs if they’re going to stay relevant. This is particularly true in the hospitality field, where providing top-tier customer service is critical to staying in business.

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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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Why Effective Data Management Is Key in a Connected World

Dataversity

Click to learn more about author Jeff Kinard. 2020 saw a rapid acceleration in digital transformation, and this trend shows no sign of slowing down in 2021. The smart factory and plant now incorporate an array of connected technologies, all generating a vast volume of data. As a result, data will continue its exponential growth, […]. The post Why Effective Data Management Is Key in a Connected World appeared first on DATAVERSITY.

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Here’s What You Need to Know to Become a Data Scientist!

Analytics Vidhya

ArticleVideos Overview Being a data scientist has become a prestigious career path in 2021 Understand the whole ball of wax around being a data. The post Here’s What You Need to Know to Become a Data Scientist! appeared first on Analytics Vidhya.

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Practical Points from the DGPO: Three Key Aspects of Data Governance

The Data Administration Newsletter

In October 2020, the Office of the Comptroller of the Currency (OCC) announced a $400 million civil monetary penalty against Citibank for deficiencies in enterprise-wide risk management, compliance risk management, data governance, and internal controls. [1,2] The OCC took this action based on observed concerns regarding the safety and soundness of the Bank’s risk management […].

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Big Data Helps Solar Energy Become Major Cost Saver for Businesses

Smart Data Collective

Many people don’t realize the countless benefits that big data has provided for the solar energy sector. A growing number of solar energy companies are using new advances in data analytics and machine learning to increase the value of their products. A little over a year ago, Entrepreneur.com published an article on this topic titled Big Data and Solar Energy Are a Match Made in Heaven. “This is where big data comes in.

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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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2021: Three Game-Changing Data Modeling Perspectives

Dataversity

Click to learn more about author Thomas Frisendal. Common wisdom has it that we humans can only focus on three things at a time. So, I had to cut down my January 2021 list of things of importance in Data Modeling in this new, fine year (I hope)! Looking at them from above, as we […]. The post 2021: Three Game-Changing Data Modeling Perspectives appeared first on DATAVERSITY.

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Quick Steps to Learn Data Science As a Beginner

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Data Science and its applications first caught my attention in 2016. The post Quick Steps to Learn Data Science As a Beginner appeared first on Analytics Vidhya.

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The Current Explosion of Data Catalogs

The Data Administration Newsletter

About 540 million years ago most of the animal body plans we see today suddenly appeared in a “relatively brief” period of about 20 million years or so. This was the “Cambrian Explosion.” A good number of strange forms that subsequently went extinct were also part of this strange episode. Since that time, the types […].

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Leveraging Data Analytics for YouTube SEO for Maximum Visibility

Smart Data Collective

Big data is at the core of any competent marketing strategy. We have talked before about the importance of merging big data with SEO. However, we mostly talked about using data-driven SEO to drive traffic to your money site. Big data SEO strategies can also be very effective with YouTube marketing. Big Data is at the Core of Your YouTube SEO Strategy.

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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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How Enterprises Will Succeed in 2021’s Digital Transformation World

Dataversity

Click to learn more about author George Young. Digital transformation became critical for success amid the COVID-19 pandemic in 2020. In 2021, as remote work continues, social distancing requirements remain, and supply chains continue to face disruption, we’ll see enterprises refine their digital strategies to continue operations effectively across the value chain — from the […].

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An Introduction to Hypothesis Testing

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction: Many problems require that we decide whether to accept or. The post An Introduction to Hypothesis Testing appeared first on Analytics Vidhya.

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Introducing Stats Page that Measures your Insights’ Performance

learn data science

I’m super excited to announce our new Stats page! ? The Stats page gives you a quick summary of how your insights (Data, Charts, Dashboards, Notes, etc.) have been viewed and how their performances have been. Before getting into the new Stats page, let me quickly introduce Insights and how they work in Exploratory first. Insights — Life Cycle Insights are something that you can publish from Exploratory.

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Docker Tools Accelerate Advances in AI Technology in 2021

Smart Data Collective

Machine learning and other forms of artificial intelligence are shaping our lives in countless ways. As more organizations consider exploring the countless benefits of artificial intelligence technology, developers are looking for more cutting-edge solutions to address their needs. Docker is one of the newest technological evolutions in the field of computer science.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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As Account Takeover Escalates, Enterprises Strengthen Identity Verification in 2021

Dataversity

Click to learn more about author Robert Prigge. With over 36 billion records breached in 2020, the amount of personal information on the dark web has skyrocketed, allowing cybercriminals to easily obtain the data needed to impersonate users and take over accounts. In 2021, we’ll see these enterprises take the necessary and long-overdue steps to […].

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In-depth Intuition of K-Means Clustering Algorithm in Machine Learning

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Clustering is an unsupervised machine learning technique. It is the. The post In-depth Intuition of K-Means Clustering Algorithm in Machine Learning appeared first on Analytics Vidhya.

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Scott Brinker's 5 Martech Predictions for the Decade to Come

Twilio Segment

Scott Brinker, VP of Platform Ecosystem at Hubspot, and Katrina Wong, VP of Product Marketing & Demand Generation at Segment discuss what rapid digital transformation means for the martech landscape moving forward.

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Top 5 Big Data Trends Influencing Education in 2021

Smart Data Collective

Technologies change the way we teach and learn. Big data is one of the most important technological advances that is shaping the education sector in the 21st Century. New big data tools help to reimagine and improve our strategies. They are especially relevant in the context of distance learning. Technologies empower a student-centered approach to education.

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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!