Sat.Mar 13, 2021 - Fri.Mar 19, 2021

article thumbnail

Why Are Generative Adversarial Networks(GANs) So Famous And How Will GANs Be In The Future?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. What are GENERATIVE ADVERESIAL NETWORKS and what are GANs used. The post Why Are Generative Adversarial Networks(GANs) So Famous And How Will GANs Be In The Future? appeared first on Analytics Vidhya.

article thumbnail

4 Industries in Which Synthetic Data Has Increased the Impact of AI

Dataconomy

Step by step, AI has been permeating virtually every application we use. From consumer-facing interactions to more advanced predictive B2B analytics, AI and ML algorithms consume increasing amounts of data. While thousands of companies have begun collecting data in vast quantities, the problem is that these data take a while to clean.

AI 254
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

A data-driven path toward gender equality

Tableau

Ashley Monson. Social Impact Program Manager, Tableau. Kristin Adderson. March 15, 2021 - 3:44pm. March 15, 2021. By now, we’ve seen from data that exists across the world, women have been harder-hit economically by the COVID-19 pandemic than men. In the US, 2.2 million fewer women were in the workforce in September 2020 than the year before. The force behind this data essentially boils down to the fact that, before the pandemic, women were already doing disproportionately more unpaid labor.

Tableau 110
article thumbnail

A Data Governance Self-Assessment Test

The Data Administration Newsletter

The purpose of this article is to provide a model to conduct a self-assessment of your organization’s data environment when preparing to build your Data Governance program. The test will help you to focus on the things that are meaningful to your organization while honestly assessing how well you are addressing your organization’s needs. Take the […].

article thumbnail

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?

article thumbnail

Multicollinearity in Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Multicollinearity is a topic in Machine Learning of which. The post Multicollinearity in Data Science appeared first on Analytics Vidhya.

article thumbnail

Preventing Bias in Predictive Analytics

Dataconomy

At first thought, predictive analytics engines seem like an ideal way to remove human bias from decision-making. After all, these models draw conclusions from data, not stereotypes, so they should be objective in theory. While this seems reasonable at first, researchers discovered that predictive analytics could indeed carry human biases.

More Trending

article thumbnail

Data is Risky Business: The Next Normal

The Data Administration Newsletter

Taking Stock A year ago, organisations of all sizes around the world were catapulted into a cycle of digital and data transformation that saw many industries achieve in a matter of weeks in what would otherwise have taken many years to achieve. Small businesses pivoted to doing business online in a way that they might […].

article thumbnail

Machine Learning with Python- Gaussian Naive Bayes

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction This article assumes that you possess a basic knowledge. The post Machine Learning with Python- Gaussian Naive Bayes appeared first on Analytics Vidhya.

article thumbnail

NewtonX Knowledge Graph launches, using AI to identify 1.1 billion niche experts

Dataconomy

Companies often find it hard to find and engage with high-quality, high-caliber professionals for market research and assist their businesses. AI and machine learning may hold the key to solving this problem. Today, NewtonX, a B2B research company, has launched its NewtonX Knowledge Graph, aiming to solve this exact problem. NewtonX.

article thumbnail

Why 2021 Will Be a Big Year for Apache Cassandra (and Its Users)

Dataversity

Click to learn more about author Ben Bromhead. The upcoming GA release of Apache Cassandra 4.0 is set to be the most stable “.0” release of the project (or any distributed database) ever. The effort across the entire community has been monumental and everyone involved with this release will deserve not only a well-earned lap […]. The post Why 2021 Will Be a Big Year for Apache Cassandra (and Its Users) appeared first on DATAVERSITY.

article thumbnail

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.

article thumbnail

What is a Data Catalog? Value, Benefits and Features

The Data Administration Newsletter

No matter where data comes from, becoming data-driven depends on every member of your organization being able to find, access, and use the data they need. This kind of system of organization paves the way for data teams to respond to your business objectives with accuracy and speed – without it, your analysis will always […].

article thumbnail

Introduction to Long Short Term Memory (LSTM)

Analytics Vidhya

ArticleVideo Book Objective LSTM is a special kind of recurrent neural network capable of handling long-term dependencies. Understand the architecture and working of an. The post Introduction to Long Short Term Memory (LSTM) appeared first on Analytics Vidhya.

Analytics 330
article thumbnail

Seven Habits that Shaped My Last Decade

Eugene Yan

I wish I started sooner. All have improved my life and several have compounding effects.

100
100
article thumbnail

Which Data Security Pitfalls Lurk in the Hybrid Cloud?

Dataversity

Click to learn more about author Bernard Brode. After a period of unrivalled innovation when it comes to data storage and sharing, it seems that – for most companies, at least – hybrid models are about to reign supreme. In layman’s terms, a hybrid model is an efficient combination of existing IT systems and public […]. The post Which Data Security Pitfalls Lurk in the Hybrid Cloud?

article thumbnail

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.

article thumbnail

How Artificial Intelligence is Expected to Change the Development Process

The Data Administration Newsletter

“Robots are not going to replace humans; they are going to make their jobs much more humane. Difficult, demeaning, demanding, dangerous, dull – these are the jobs robots will be taking.” – Sabine Hauert If you still think of Artificial Intelligence (AI) as this highly complex invention that is far from being widespread in almost […].

article thumbnail

License Plate Character Recognition using kNN and CNN

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction This article focuses on the high paced growing field. The post License Plate Character Recognition using kNN and CNN appeared first on Analytics Vidhya.

article thumbnail

DataRobot Subsidiary ContagionNet Announces a Solution to End All Pandemics with Rapid Testing

DataRobot

In the past year, COVID-19 has brought most of the planet to a standstill. In the United States alone, 30 million cases have been reported, and as of February 2021, there have been more than 500,000 deaths. At last, there is some reason for optimism. There are now three effective vaccines and their production and distribution are increasing, bringing us closer to herd immunity.

AI 52
article thumbnail

Four Reasons to Digitize Your Documents

Dataversity

Click to learn more about author Sam Thorpe. Businesses have strived to become more digital over the last few years, but the process to get there has been slow or even nonexistent. In fact, more than 50 percent of digital transformation efforts stalled in 2018. However, the “sit there and wait for the right time” […]. The post Four Reasons to Digitize Your Documents appeared first on DATAVERSITY.

article thumbnail

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.

article thumbnail

Governing Agile Teams – Part 2 of 2

The Data Administration Newsletter

Agile teams are being governed, and often not governed well. That is because agile teams work in a much different manner than teams working in a traditional manner. All teams, regardless of their approach, deserve to be governed well. The implication is that agile teams must be governed in an agile manner. In Part 1 […].

article thumbnail

Comparison of Pearson and Spearman correlation coefficients

Analytics Vidhya

ArticleVideo Book Introduction In this article, we will be discussing two different types of correlation coefficients i.e. Pearson correlation coefficient and Spearman correlation coefficient. The post Comparison of Pearson and Spearman correlation coefficients appeared first on Analytics Vidhya.

Analytics 310
article thumbnail

A data-driven path toward gender equality

Tableau

Ashley Monson. Social Impact Program Manager, Tableau. Kristin Adderson. March 15, 2021 - 3:44pm. March 15, 2021. By now, we’ve seen from data that exists across the world, women have been harder-hit economically by the COVID-19 pandemic than men. In the US, 2.2 million fewer women were in the workforce in September 2020 than the year before. The force behind this data essentially boils down to the fact that, before the pandemic, women were already doing disproportionately more unpaid labor.

Tableau 52
article thumbnail

The Future of Business Transformation: No-Code Infrastructure and the Cloud

Dataversity

Click to learn more about author Borya Shakhnovich. In 2020, countless industries were forced to accelerate their digital transformation practices, having no other option but to be agile in supporting the new normal: a remote business infrastructure. What has helped lessen the burden for employers? Implementing no-code infrastructures across business practices and processes to empower […].

article thumbnail

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.

article thumbnail

Data’s Gender Gap: Gender and Infrastructure

The Data Administration Newsletter

Perhaps the most commonly shared and immediately visible example of gender inequity in public spaces is restroom lines. It seems to be a universal experience for those who use the women’s restroom to queue up outside in order to enter, while there is hardly ever a line for the men’s restroom. This phenomenon has surely […].

article thumbnail

Introduction to The Architecture of Alexnet

Analytics Vidhya

ArticleVideo Book Objective When we talk about the Pre-trained model in the Computer Vision domain, Alexnet comes out as a leading architecture. Let’s understand. The post Introduction to The Architecture of Alexnet appeared first on Analytics Vidhya.

Analytics 309
article thumbnail

AMD Launches its EPYC New Server CPU

DataCentric podcast

AMD continues its impressive run at conquering the server market as it introduces its latest generation EPYC processor, "Milan" Hosts Matt Kimball and Steve McDowell, both senior technology analysts at Moor Insights & Strategy, talk about what AMD's launch means to the server industry. The guys also find time to talk about the latest infrastructure market numbers.

40
article thumbnail

Messy Data Shouldn’t Stop Machine Learning in Its Tracks

Dataversity

Click to learn more about author Jon Reilly. Businesses are creating data at an incredible pace that will only accelerate. In fact, data storage company Seagate predicts it will pass a yearly rate of “163 zettabytes (ZB) by 2025. That’s ten times the amount of data produced in 2017.” Moore’s Law – the principle that […]. The post Messy Data Shouldn’t Stop Machine Learning in Its Tracks appeared first on DATAVERSITY.

article thumbnail

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.

article thumbnail

Crowdsourced COVID-19 vaccine data helps those with serious medical conditions

Tableau

Audrey Strohm. Marketing Specialist, Tableau. Kristin Adderson. March 19, 2021 - 2:09am. March 19, 2021. Since late 2020, COVID-19 vaccination programs have been rolling out across the globe. While we know that vaccination is essential for returning to normalcy, many people feel unsure or hesitant to get the vaccine. This is especially true for people with serious medical conditions who are struggling to find relevant information about how the vaccine might fit within their unique health journey

Tableau 97
article thumbnail

A Friendly Introduction to KNIME Analytics Platform

Analytics Vidhya

ArticleVideo Book Introduction In recent years, data science has become omnipresent in our daily lives, causing many data analysis tools to sprout and evolve. The post A Friendly Introduction to KNIME Analytics Platform appeared first on Analytics Vidhya.

Analytics 306
article thumbnail

What is a Machine Learning Data Catalog?

Alation

Key Features of a Machine Learning Data Catalog. Data intelligence is crucial for the development of data catalogs. At the center of this innovation are machine learning data catalogs (MLDCs). Unlike standalone tools, machine learning data catalogs have features like: Data search. Data stewardship. Business glossary. Lineage. Machine learning improves the functionality of each feature.

article thumbnail

Closing the Data Science Skills Gap at Your Organization

Dataversity

Click to learn more about author Itamar Ben Hamo. Data scientists are some of the most in-demand professionals on the market. A LinkedIn Workforce Report in 2018 found 151,000 unfilled data scientist jobs across the United States, with “acute” shortages in San Francisco, Los Angeles, and New York City. And the demand for data scientists […]. The post Closing the Data Science Skills Gap at Your Organization appeared first on DATAVERSITY.

article thumbnail

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.