Thu.Feb 13, 2020

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How to use loc and iloc for Selecting Data in Pandas (with Python code!)

Analytics Vidhya

What is the difference between loc and iloc in Pandas? Put this down as one of the most common questions you’ll hear from Python. The post How to use loc and iloc for Selecting Data in Pandas (with Python code!) appeared first on Analytics Vidhya.

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Three Takeaways from CDAO UK 2020

Corinium

How the role of the CDAO is changing, data culture is spreading and organisations are scaling data-driven capabilities dominated the agenda at this year’s conference. Corinium’s 2020 Chief Data & Analytics Officers UK conference revealed how CDAOs, data teams and organisations are evolving to scale data capabilities and drive ROI more efficiently.

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Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures

Analytics Vidhya

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. The post Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya.

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Data Governance and Metadata Management: You Can’t Have One Without the Other

erwin

When an organization’s data governance and metadata management programs work in harmony, then everything is easier. Data governance is a complex but critical practice. There’s always more data to handle, much of it unstructured; more data sources, like IoT, more points of integration, and more regulatory compliance requirements. Creating and sustaining an enterprise-wide view of and easy access to underlying metadata is also a tall order.

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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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Big Data Leads To Massive Time Saving Digital Resources

Smart Data Collective

Big data is changing the way we live in countless ways. We usually talk about the massive technological advances that AI and other big data technologies have brought to large companies. However, developments in data technology have also led to some important improvements for everyday consumers. One of the biggest benefits of big data is that it saves time.

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AI for Good with DataRobot: Saving the World One Use Case at a Time

DataRobot

We are excited to announce the first round of program participants in AI for Good: Powered by DataRobot. Welcome Kiva International, DonorsChoose, University of California San Francisco’s Brain and Spinal Injury Center, Anacostia Riverkeeper, and Medical Faculty Mannheim - Heidelberg University to the DataRobot family! We look forward to providing updates on their AI-driven humanitarian use cases throughout the year.

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What’s the Difference between Data Visualization and Data Storytelling in F&A?

Jet Global

Today’s CFOs are more than the head of accounting and finance. They’re increasingly considered the data steward for the entire enterprise, meaning the person who makes data accessible and valuable for everyone else. As finance leaders evolve to become information experts , they must understand how data informs decision making. At this point, most companies have more than enough data with which to work, but they’re still struggling to work with it efficiently and effectively.

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Why We Decided to Rethink Incentive Trips

Alation

Incentive Trips: These two words provoke vastly different feelings from different people. Traditionally, incentive trips were exclusively for sales people and executives. They would go to an exotic locale, get a little bit of sun, and celebrate their big wins. Incentive trips were a reward for being top sellers and leading the company. Simple enough.

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Teradata is Launch Partner for New AWS Features

Teradata

Teradata is a launch partner for Amazon Web Services's brand-new capability: the Elastic Block Store multi-attach feature.

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What Is a Data Catalog?

Alation

Data catalogs have quickly become a core component of modern data management. Organizations with successful data catalog implementations see remarkable changes in the speed and quality of data analysis, and in the engagement and enthusiasm of people who need to perform data analysis. By contrast, organizations without a data catalog often have these questions: What is a data catalog?

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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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Proven AI solutions for modern planning

Jedox

The power of artificial intelligence (AI) lies within its ability to make sense of large amounts of data. For the increasing support of planning, budgeting and controlling processes through advanced analytics and AI solutions, powerful data management and data integration are an indispensable prerequisite. Jedox uses the data hub of its EPM software platform for AI applications.

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How To Value Your Data Assets | A Data Valuation Methodology

Anmut

Understanding the value of your data assets. Data is often talked about as a lake – organisations are either building or sitting on data lakes, but the problem with this analogy is that not all data in the lake is equally valuable. From a valuation perspective it is much better to think about data pools. Independent data assets – that may be combined into larger pools – but each data pool can create value in its own right.

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Forrester Does the Math on the ROI of the Alation Data Catalog

Alation

Whether we’re speaking to data analysts or CDOs, data people almost instantly understand the value of the Alation Data Catalog. Faces light up when we describe how Alation helps enterprises find, understand, trust, use and reuse data. The response is usually some form of, “exactly, that’s the problem my company needs to solve!” At some level, every enterprise is struggling to connect data to decision-making.

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How Could Your Data Be Valued As An Asset?

Anmut

Data is often talked about as a lake – organisations are either building or sitting on data lakes, but the problem with this analogy is that not all data in the lake is equally valuable. From a valuation perspective it is much better to think about data pools. Independent data assets – that may be combined into larger pools – but each data pool can create value in its own right.

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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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Driving Data Catalog Adoption

Alation

In a recent blog, titled Collaboration and Crowdsourcing with Data Cataloging , I discussed the importance of participation by all data stakeholders as a key to getting maximum value from your data catalog. Many organizations, however, find data catalog adoption—getting people to participate—to be among the biggest challenges to data catalog success.

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BRIDGEi2i receives an Honorable Mention in the Gartner Magic Quadrant again this year

bridgei2i

BANGALORE, FEBRUARY 13, 2020. BRIDGEi2i Analytics Solutions announced today that it has been recognized with an Honorable Mention in Gartner’s 2020 Magic Quadrant for Data and Analytics Service Providers, Worldwide , a report that helps guide data and analytics leaders in the evaluation phase of service providers. BRIDGEi2i Analytics Solutions CEO, Prithvijit Roy said, “Having received the honorable mention yet again this year is a great recognition of our ability to make AI real for enterprises

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Alation Ranked Top Data Catalog Third Year in a Row

Alation

For the third consecutive year, Alation has been named the top-ranked data catalog in the Dresner Advisory Services Wisdom of the Crowds® Data Catalog Market Study. This achievement is a testament not only to our legacy of helping to create the data catalog category but also to our continued innovation in improving the effectiveness of self-service analytics.

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Where Do Data Catalogs Fit in Metadata Management?

Alation

In an earlier blog, I defined a data catalog as “a collection of metadata, combined with data management and search tools, that helps analysts and other data users to find the data that they need, serves as an inventory of available data, and provides information to evaluate fitness data for intended uses.”. From modest beginnings as a means to manage data inventory and expose data sets to analysts, the data catalog has grown in functionality, popularity, and importance.

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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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What Is Data Curation?

Alation

Data curation is a term that has recently become a common part of data management vocabulary. Data curation is important in today’s world of data sharing and self-service analytics, but I think it is a frequently misused term. When speaking and consulting, I often hear people refer to data in their data lakes and data warehouses as curated data, believing that it is curated because it is stored as shareable data.

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One of the Best Places to Work—and Getting Better

Alation

Alation is a hyper-growth startup leading the Machine Learning Data Catalog space with an innovative product, passionate customers, and a team of people all working towards a common goal: to change the way people work with data. We are growing as an organization and hiring top talent. It’s tough to point to just one reason why people choose to join Alation—there are simply too many.

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GoDaddy: Customer-First Digital Transformation

Alation

This article is based on a podcast Ron Powell conducted with Sharon Graves, Enterprise Data and BI Tools Evangelist for GoDaddy, about data curation, data stewardship, and data catalogs. Ron is an independent analyst and industry expert for the BeyeNetwork and executive producer of The World Transformed Fast Forward Series. His focus is on business intelligence, analytics, big data, and data warehousing.

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Gartner Data & Analytics London: Human Curation + Machine Learning

Alation

Earlier this month in London, more than 1,600 data and analytics leaders and professionals gathered for the Gartner Data & Analytics Summit. It was probably a surprise to no one that artificial intelligence (AI) took center stage. From niche breakout sessions to the packed opening keynote—where “AI” was one of three leading trends along with “data driven” and “privacy”— AI was everywhere.

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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.

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At the Top of Everyone’s List

Alation

Today, we’re honored to be named to Constellation Research’s ShortList for Data Cataloging 1 for the fourth consecutive year. In an increasingly noisy data cataloging space, this recognition is a reminder that Alation continues to lead the pack with 100+ customers and a unique solution built on the combination of human collaboration and machine learning.

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The “FUTURe” of Working with Data

Alation

It’s time for a change. One of our core values here at Alation is to measure our success through customer impact. Since we launched, Alation has made it easier for data consumers to find, understand, and trust relevant datasets. Numerous studies had shown that before we introduced the first Machine Learning Data Catalog , analysts and data scientists would spend more than 80% of their time scrounging around for the right data and trying to make sense of it, instead of actually working with it.

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Our Next Phase of Growth: Enterprise Data Catalogs

Alation

Today, we’re announcing that Alation has closed a $50 million Series C funding led by Sapphire Ventures, with participation from new investor Salesforce Ventures and our existing investors Costanoa Ventures, DCVC (Data Collective), Harmony Partners and Icon Ventures. Following a very successful year of growth in Alation’s business, this announcement marks a milestone for Alation and the enterprise data catalog market.

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Munich Re Launches Enterprise-Wide Data-Driven Platform for Analytics

Alation

"It’s also about a cultural change, really motivating people to be creative and innovative, and also giving them the freedom to try out new ideas.". - Andreas Kohlmaier, Head of Data Engineering at Munich Re 1. --> Ron Powell, independent analyst and industry expert for the BeyeNETWORK and executive producer of The World Transformed FastForward Series, interviews Andreas Kohlmaier, Head of Data Engineering at Munich Re.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Customer Data Culture: The Innovators Have Already Reinvented Themselves

Alation

After 116 years in business, legendary guitar maker Gibson filed for bankruptcy in 2018. Prior to the filing, Gibson’s CEO Henry Juszkiewicz was one of the most staunch advocates for “innovation” that you could find. During his tenure as CEO, he sought to transform Gibson from a guitar manufacturer into a “music lifestyle brand.” While he successfully built a culture of innovation, he missed a key ingredient, customer demand.

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TrustCheck from Alation: In Conversation with Peter Burris

Alation

Meet TrustCheck: Your Spell Check for SQL or BI. Just like Spell Check prompts you as you’re writing—or like Waze nudges you as you’re driving—TrustCheck guides you to desired behavior while ensuring accuracy as you’re creating a query or a dashboard. With TrustCheck, data analysts see color-coded visual cues whenever they use a questionable source, right in their natural workflow in real-time, whether they’re working in Alation Compose, in Tableau or in SalesForce Einstein Analytics.

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Why Data Culture Made Me Pack a Space Suit and Head to Orlando

Alation

We live in an age of unprecedented speed and breadth of technological change. Since the year 2000, new discoveries are coming at a fast and furious pace in many technology sectors, including software, material science, neuroscience, and genetics. Innovations are also uniquely broad compared to other eras of technological innovation, spanning multiple technologies from innovations like genetically targeted cancer treatments to 3D bioprinting of tissue.

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Collaboration and Crowdsourcing with Data Cataloging

Alation

A core element of business today is the desire to become a data-driven organization. Most organizations aspire to that goal and many of them struggle. The key to data-driven success and maturity is data culture, and strong data culture begins with participation. Getting people at all levels from chief data officer to self-service data consumer to actively participate in data management activities is a barrier to building a strong and healthy data culture.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.