O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door.

Management 332

Management Machine Learning Experimentation Metrics 332

Corinium

MARCH 31, 2020

Aligning projects with business goals and expanding them in a structured way is vital when delivering AI-at-scale. Applying AI models at scale is one of the most cost-effective ways to drive ROI with the technology.

ROI 221

ROI Modeling Technology Machine Learning 221

Analytics Vidhya

MARCH 31, 2020

Ideal Time to Start your Machine Learning Journey! Picture this – you want to learn all about machine learning but just can’t find the. The post Announcing the Machine Learning Starter Program! [FREE Access for 14 Days!] appeared first on Analytics Vidhya.

Machine Learning 237

Machine Learning Analytics 237

Juice Analytics

MARCH 31, 2020

Tableau posted a critique of the BBC's coronavirus visualizations , stirring up a good discussion and mixed reviews on Twitter. I wanted to dive a bit deeper into my reaction to the kerfuffle. In the post, Andy Cotgreave’s primary assertion is that the following BBC bar charts should be set to a scale of 0% to 100%. He makes the following points: “Our eyes stretch to the right, and the risk is we perceive that to mean 100%.

Visualization 124

Visualization Dashboards Big Data Risk 124

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.

Experimentation

Depict Data Studio

MARCH 31, 2020

I recently had the chance to talk with my friend Jon Schwabish of PolicyViz. You might recognize Jon from our earlier interview about tips for doing and teaching data visualization in cultures other than your own. Our latest conversation was part of the Urban Institute’s Data@Urban Digital Discussions series. The intention of these talks are to connect with each other while we’re all social distancing.

Dashboards 103

Dashboards Visualization Reporting Consulting 103

DataRobot

MARCH 31, 2020

Computer vision has been suggested to help with the battle against COVID-19. In this article, we want to share our preliminary research into two different datasets. Confirming existing results , we found defects with the existing approaches, due to leakage when building COVID image datasets from heterogeneous sources. We explain here why these issues occurred, using interpretability tools to detect them.

93

93

TDAN

MARCH 31, 2020

Stewardship is one of the foundational components of a successful data governance (DG) program but it can also be one of the more confusing areas of DG to understand. A search of available content about stewardship or stewardship roles will show a variety of definitions, titles and responsibilities – some seemingly overlapping or even conflicting […].

Data Governance 87

Data Governance Data Quality IT Data Strategy 87

IBM Big Data Hub

MARCH 31, 2020

Two of the greatest challenges faced by organizations today are the rising volume of data and the lack of confidence to act on the insights this data reveals. Fortunately, there are AI-fueled data management solutions that directly address these two challenges to make data simple and accessible.

Management 79

Management 79

TDAN

MARCH 31, 2020

The word “organize” is the root of the word “organization.” Organizations are compelled to organize their information. With that said, organizations can operate in an organized and holistic manner with the application of information governance. In this article, we elaborate on the benefit, effective operations, and value of information governance in your organization.

Uncertainty 87

Uncertainty Data Strategy Data Governance Business Intelligence 87

Alation

MARCH 31, 2020

As organizations become more data driven and the scope of data consumers expands through self-service, data literacy and data fluency have become valuable organizational competencies. Current events throughout the world are escalating the value of these competencies from valuable to imperative. The COVID-19 pandemic affects all dimensions of business and society.

Enterprise 76

Enterprise Data-driven Management 76

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.

Management

TDAN

MARCH 31, 2020

Executive Summary It seems obvious enough that companies, government agencies and non-profits would benefit from a common language. Without it, coordinating work is more difficult, computers “don’t talk,” and basic questions such as “how many customers do we have?” yield differing answers, making it more difficult to run the business. It is observably true that […].

IT 84

IT Data Architecture Metadata Data Strategy 84

Jet Global

MARCH 31, 2020

A recent survey exploring the state of corporate reporting contained an interesting revelation: In the US, 83 percent of respondents agreed that today’s corporate reporting model isn’t suited to an increasingly digital business climate. The survey didn’t ask respondents to elaborate on why they’re so pessimistic, but it’s easy to infer.

Reporting 72

Reporting Enterprise Key Performance Indicator Metrics 72

TDAN

MARCH 31, 2020

Neil Young waxed poetically when he proclaimed that “It’s better to burn out than it is to rust” in his 1987 rock and roll anthems “My, My, Hey, Hey” and its alter-ego, “Hey, Hey, My, My.” On the surface, the statement may seem to tell us that “rock-and-roll is here to stay.” At second or […].

IT 64

IT Data Quality Data Governance Metadata 64

Jet Global

MARCH 31, 2020

As global concern about the COVID-19 outbreak continues, businesses around the world are under tremendous additional pressure to adapt to a quickly shifting situation. In this webinar, you’ll hear from leading Finance executives and advisors about how they’re managing their businesses through this period and what advice they have for other businesses facing similar challenges.

Uncertainty 64

Uncertainty Finance Management 64

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.

Testing

FineReport

MARCH 31, 2020

1.Tren Laporan Keuangan. Ekspektasi laporan keuangan untuk CFOs telah meningkat. Laporan keuangan sekarang lebih sering diperlukan sesuai interval yang reguler untuk menyediakan wawasan finansial yang mapan dalam membuat keputusan dan memenuhi kriteria eksternal dalam melapor. CFO dan eksekutif finansial ingin menjadi lebih strategis – mereka tidak ingin meluangkan terlalu banyak waktu dalam akutansi dasar dan ingin konsentrasi dalam mengevaluasi model bisnis baru dan peluang.

Software 68

Software Dashboards Strategy Modeling 68

TDAN

MARCH 31, 2020

Big data has been one of the most discussed topics of the last few years. However, this term has been around for a while. Since the term “big data” was introduced in the 1940s, technologies have developed and now we live in a world that depends on data. We produce data all the time, and […].

Big Data 59

Big Data Technology Data Strategy Business Intelligence 59

Sisense

MARCH 31, 2020

Blog. Tools of the Trade is your destination for data and analytics skill building: From dashboards and reports to embedding analytics and building custom analytic apps to SQL secrets and data deep-dives, whatever you need to know to be better at your job, you can find it here. Every company is becoming a data company and every app will contain some kind of data and analytics component sooner rather than later.

Analytics 52

Analytics Visualization Customer Analytics Data-driven 52

TDAN

MARCH 31, 2020

ThinkData Works has built a repository of worldwide COVID-19 data that is being constantly updated and is accessible through their platform, Namara. They’ve been gathering, standardizing, and centralizing the data to make it easier for researchers to draw insight, to build models, and to understand and stop COVID-19. They’ve made access to this data free […].

Modeling 52

Modeling IT Business Intelligence Big Data 52

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Risk

CDW Research Hub

MARCH 31, 2020

Gartner’s top trends impacting infrastructure and operations are still relevant. As business leaders around the globe find their infrastructure and operations (I&O) tested by the fallout from COVID-19, many are discovering “cracks in the armor.” Unlike a cyberattack or natural disaster, a pandemic can affect operations globally for unknown periods of time, threatening the workforce directly.

IoT 52

IoT Strategy Data-driven Risk 52

Dataiku

MARCH 31, 2020

It’s a turbulent time for people around the world right now, and managing or being part of a remote data team can be challenging even under regular circumstances. However, the new work setup (and the potential extra free time that may come along with it for some) can also be used as an opportunity to reflect on your overall data team structure, strategy and goals, as well as to learn and get inspired for better days ahead.

Strategy 14

Strategy Management IT 14