Sat.Apr 10, 2021 - Fri.Apr 16, 2021

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How to manipulate a 20G CSV file efficiently?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. This post is to compare the performance of different methods. The post How to manipulate a 20G CSV file efficiently? appeared first on Analytics Vidhya.

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The data lakehouse: just another crazy buzzword?

Dataconomy

Data professionals have long debated the merits of the data lake versus the data warehouse. But this debate has become increasingly intense in recent times with the prevalence of data and analytics workloads in the cloud, the growing frustration with the brittleness of Hadoop, and hype around a new architectural.

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3 Top Email Security Practices to Prevent a Data Breach

Smart Data Collective

Cyber-attacks have emerged as a big threat to the world. The World Economic Forum has included cyber-attacks and data breaches in the list of top global risks in 2020. The problems associated with data breaches cannot possibly be overstated. The average data breach cost $3.86 million and that figure could rise even further in the future. While a cyber-attack can take a toll on anyone, it is particularly threatening for business enterprises.

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New in Tableau Catalog: Improved search and monitoring for data quality warnings

Tableau

Kate Grinevskaja. Product Manager, Tableau Prep. Kristin Adderson. April 12, 2021 - 10:59pm. April 14, 2021. Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. With every release, we continue to add features that help users find and use trusted data with confidence.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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The Easiest Way To Deploy Machine Learning Models: PyWebIO

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Creating a machine learning model is a wholesome process involving. The post The Easiest Way To Deploy Machine Learning Models: PyWebIO appeared first on Analytics Vidhya.

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How data allows TV to be measured the way people watch it

Dataconomy

The TV landscape of 2021 is unrecognizable compared to that of the 1950s when TV ad exposure measurement was born. As viewing habits have evolved over the decades, the advertising industry hasn’t always kept up-to-date. The worldwide pandemic and national lockdowns became a catalyst for change, with UK audiences spending.

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Three Steps to Building a Successful Data Migration and Protection Strategy

Dataversity

Click to learn more about author Steve Leeper. Today’s data-hungry organizations face a growing range of management and migration challenges as their use of on-prem storage evolves and their consumption of cloud services continues to climb. Public cloud providers are rapidly increasing the capabilities of their file storage options in addition to their object storage […].

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Probability Theory Basics in Machine Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Machine Learning is a very interesting branch of Artificial Intelligence. The post Probability Theory Basics in Machine Learning appeared first on Analytics Vidhya.

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Hyper-Casual Games: Trends and How to Reach Scale

Dataconomy

This article originally appeared on Hackernoon and is reproduced with permission. Hyper-casual games have captured the mobile games industry’s interest ever since the incredible meteoric rise (and fall) of Flappy Bird in 2014. In 2018, the total mobile games market stood at $50 billion, of which $10 billion came from.

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New AI Assistants Do Wonders for Marketing Teams

Smart Data Collective

A robust Artificial Intelligence or AI-based virtual assistant can supercharge your lead conversion process and optimize your marketing and sales teams’ performance. Conversica is one such solution, providing Intelligent Virtual Assistants (IVA) for customer engagement that help companies attract, obtain, and grow a customer base at scale. However, while Conversica offers excellent AI assistant features and functionalities, there are pros and cons to using the solution that might not fully addre

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Why AI Should Join Forces with Neuroscience

Dataversity

Click to learn more about author Biju Dominic. When AlphaGo made the 37th move in the second game of the famous match between AlphaGo and the leading Go player Lee Sedol, all the commentators of the match were shocked. It was a move no human player would ever think of making. In the thousand-year history of […]. The post Why AI Should Join Forces with Neuroscience appeared first on DATAVERSITY.

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Principal Component Analysis Introduction and Practice Problem

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Gentle Overview Cons of Using PCA. The post Principal Component Analysis Introduction and Practice Problem appeared first on Analytics Vidhya.

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Snowcase Study: How Data Governance Gives Texas Mutual Insurance Company a Competitive Edge

Alation

Chris Atkinson is partner CTO at Snowflake. He works with Snowflake partners to craft joint solutions. Much of his work focuses on democratising data and breaking down data silos to drive better business outcomes. In this blog, Chris shows how Snowflake and Alation together accelerate data culture. He shows how Texas Mutual Insurance Company has embraced data governance to build trust in data.

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Reasons Data Science Consultants Can Be Excellent Investments

Smart Data Collective

There’s a lot of data out there, even for businesses that use relatively limited data sets for niche industries. Now that so many companies have tons of data to sift through before they can make informed decisions, lots of organizations are turning to data science consultants. A data science consultant is a specialist that knows how and where to sift through mountains of data for the good stuff that allows you to make smart decisions and take advantage of all the information provided by your cus

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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How to Live with Chronic Imposter Syndrome

Eugene Yan

More education, achievements, and awards don't shoo away imposter syndrome. Here's what might help.

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A Gentle Introduction to PyTorch Library for Deep Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The following tutorial assumes some basic knowledge about Python programming. The post A Gentle Introduction to PyTorch Library for Deep Learning appeared first on Analytics Vidhya.

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Why You Should Be Data-Focused – Not Data-Driven

Dataversity

Click here to learn more about Victor Dudemaine. As data professionals, we are living in the golden age of “DATA.” Data is king. Consulting firms and CEOs alike are proclaiming “data is the new oil” that will run our information economy for years to come. The question I ask each of you then is this: “How […]. The post Why You Should Be Data-Focused – Not Data-Driven appeared first on DATAVERSITY.

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What Are the Most Important Steps to Protect Your Organization’s Data?

Smart Data Collective

In the modern world of business, data is one of the most important resources for any organization trying to thrive. It also happens to be one of the most vulnerable and frequently attacked. Business data is highly valuable for cybercriminals. They even go after meta data. Big data can reveal trade secrets, financial information, as well as passwords or access keys to crucial enterprise resources.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Five Steps to Reduce Customer Churn and Increase Revenue

DataRobot

Losing customers is expensive. According to Forrester , it costs five times more to acquire new customers than to keep existing ones. Market Metrics says that the probability of selling to an existing customer is in the 60-70 percent range, but only in the 15-20 percent range for a new prospect. You can mitigate this problem. At DataRobot, we can apply intelligent automation to help telecom companies reduce churn and increase revenue by boosting their ability to cross-sell and upsell to customer

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How Aviation Industry Uses Data Science?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Aviation Industry does use AI or rather data science and. The post How Aviation Industry Uses Data Science? appeared first on Analytics Vidhya.

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AIOps: How Businesses Adapted, and IT Departments Advanced, During the Pandemic

Dataversity

Click to learn more about author Robin Hernandez. Almost overnight, the pandemic exposed many of the weaknesses of IT departments in the modern business environment. CIOs and their teams were left scrambling to keep operations up and running with a socially distanced skeleton crew, while others faced significant security concerns due to the sudden shift […].

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Big Data Will Become Central to Healthcare Following The Pandemic

Smart Data Collective

Big data analytics has already had a transformative influence across a wide range of sectors, and it’s perhaps no more prevalent than in the world of healthcare. With the sheer volume of information that patients are capable of producing and the heightened emphasis on the industry in the wake of the COVID-19 pandemic , big data may yet develop into one of the most significant tools in maintaining the health of individuals and even anticipating the emergence of conditions that are yet to manifest

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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New in Tableau Catalog: Improved search and monitoring for data quality warnings

Tableau

Kate Grinevskaja. Product Manager, Tableau Catalog. Kristin Adderson. April 12, 2021 - 10:59pm. April 14, 2021. Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. With every release, we continue to add features that help users find and use trusted data with confidence.

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Rethinking AI – Artificial Intelligence

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. 1. Introduction We generally see data science from different perspectives. The post Rethinking AI – Artificial Intelligence appeared first on Analytics Vidhya.

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Developing AI-Based Solution for Web Scraping: Lessons Learned

Dataversity

Click to learn more about author Aleksandras Šulženko. As the buzz around artificial intelligence and machine learning keeps increasing, there are few tech-based companies who have yet to try their hand at it. We decided to take the plunge into AI and ML last year. We started small. Instead of attempting to implement machine learning […]. The post Developing AI-Based Solution for Web Scraping: Lessons Learned appeared first on DATAVERSITY.

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The Growing Importance of AI for Small Businesses

Smart Data Collective

Artificial intelligence (AI) is no more confined to big businesses. As the technology matures and becomes more affordable, it has found a place in startups and small businesses as well. Do you need some evidence to support this position? A survey of 1,467 CEOs of small and mid-sized businesses (SMBs) found that out of all the current technologies, AI has had the maximum impact on their business. .

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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A Space-Focused Start-up Takes Aim at Space Junk

DataRobot

The past year has given us plenty to worry about, but I’ll add one more thing to the list: space junk. That’s because the skies far above us harbor countless bits of human-made objects. Although many are tiny, because they travel at 20,000 miles per hour, a collision with one of the more than 8,000 earth-orbiting satellites up there could be catastrophic.

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An Overview of Python Memory Management

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. 1. Introduction: Python is a high-level, interpreted, and general-purpose programming. The post An Overview of Python Memory Management appeared first on Analytics Vidhya.

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Alexa, Make My Database Smart!

Dataversity

Click to learn more about author Marco Riva. In recent years, smart speakers like Amazon Alexa, Google Home, and Apple HomePod have increased their market share, and according to the forecast, their popularity will continue to grow. Lots of people have one or more of these speakers at home, and they are used for different […]. The post Alexa, Make My Database Smart!

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Data-Driven Cryptocurrency Traders Spur the Growth of Other Industries

Smart Data Collective

Big data and blockchain have played a very important role in the cryptocurrency industry. There are a lot of reasons that cryptocurrency traders are investing more heavily in big data technology. This is a big deal for investors trying to boost their revenue, but it also provides numerous benefits for other businesses. This shows that the benefits of big data are often interlinked between industries.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.