O'Reilly on Data

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle. In the first two articles in this series, we suggest that AI Product Managers (AI PMs) are responsible for: Deciding on the core function, audience, and desired use of the AI product E

Marketing 363

Marketing Experimentation Metrics Testing 363

Analytics Vidhya

JULY 28, 2020

Overview Learn about Part-of-Speech (POS) Tagging, Understand Dependency Parsing and Constituency Parsing Introduction Knowledge of languages is the doorway to wisdom. . The post How Part-of-Speech Tag, Dependency and Constituency Parsing Aid In Understanding Text Data? appeared first on Analytics Vidhya.

Analytics 309

Analytics Unstructured Data 309

O'Reilly on Data

JULY 28, 2020

A recent article in The Verge discussed PULSE , an algorithm for “upsampling” digital images. PULSE, when applied to a low-resolution image of Barack Obama, recreated a White man’s face; applied to Alexandria Ocasio-Cortez, it built a White woman’s face. It had similar problems with other images of Black and Hispanic people, frequently giving them White skin and facial features.

Testing 135

Testing Statistics Recreation/Entertainment Software 135

Depict Data Studio

JULY 28, 2020

Our organizations collect all this data—through surveys, assessments, interviews, and so on— and then what? The default: The data just sits there inside a Dusty Shelf Report. But what if your data could actually inform real-life decisions? I recently sat down with Vivian Jefferson from Loudoun County Public Schools, a growing district in the Washington, D.C. metro area.

Visualization 102

Visualization Reporting Modeling Statistics 102

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

bridgei2i

JULY 28, 2020

PODCAST: COVID 19 | Redefining Digital Enterprises. Episode 12: How AI is rapidly transforming the enterprise landscape in. the post-COVID world. Listening time: 14 minutes. How AI is rapidly transforming the enterprise landscape in the post-COVID world. Dispelling unwanted fears like the future of work will be taken over by AI, Ria Persad, a leading climate scientist and industry thought leader points out that there can’t be a world that is perpetually run by AI forever, but there will be need

Enterprise 98

Enterprise Digital Transformation Insurance B2B 98

IBM Big Data Hub

JULY 28, 2020

The COVID-19 global pandemic has heightened the focus on collecting, analyzing, and leveraging big data to drive positive and lifesaving outcomes. Yet the volume, velocity, and variety of data generated by COVID-19 is too vast and complex to be analyzed by traditional means.

Big Data 91

Big Data Analytics 91

Dataiku

JULY 28, 2020

At Dataiku, we believe -- both for ourselves and for our customers -- that being a data-powered organization means that everyone – no matter what their role or team – should have appropriate access to the data they need to do their jobs and make decisions through a centralized data platform to connect to, prepare, enrich, transform, and visualize data.

Visualization 59

Visualization Strategy Enterprise Technology 59

Jet Global

JULY 28, 2020

David Leary is an accounting and bookkeeping evangelist for Melio Payments, has a top-rated accounting podcast, and helps companies solve their accounting and bookkeeping challenges. You can follow him on LinkedIn or find his Cloud Accounting podcast here. You worked for Intuit for more than 21 years. Tell me a little bit about what you’re doing now and how you got to where you are.

Broadcasting 59

Broadcasting Software Reporting Management 59

Andrew White

JULY 28, 2020

In last weekends US print edition of the Financial Times there was an interesting article I would like to review. It was titled, “ We fall for the new, but not all things old are obsolete ” written by the FTs undercover economist Tim Hartford. In a nutshell the article compares the use and success of two kinds of technologies – brand new and old – and refers to a book I have not read, The Shock of the Old , by David Edgerton: Technological frontier, that is, cutting-edge innovation and new

Technology 52

Technology Measurement Management Modeling 52

Jet Global

JULY 28, 2020

Why is ERP reporting so important? Because, as the saying goes, the past is prologue. Analyzing ERP data empower companies to develop proactive plans, future forecasts, and sophisticated strategies. At least it could, in theory. A wealth of data demonstrates that financial reporting creates as much confusion as clarity: 97% of CFOs have doubts about reporting quality. 40% of CFOs worry about data being trustworthy and accurate. 87% of accountants work overtime to complete the financial close. 86

Reporting 52

Reporting Optimization Finance Forecasting 52

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

Andrew White

JULY 28, 2020

Gartner’s Data and Analytics leaders team, led by Mike Rollings, just published a new Special Report: Cost Optimization and Risk Reduction Approaches for Data and Analytics Leaders: A Gartner Trend Insight Report. Jarring economic disruption and uncertainty makes the road ahead difficult to anticipate. In response, data and analytics leaders must optimize costs and reduce risk but are unsure on how to do this.

Optimization 40

Optimization Reporting Uncertainty Analytics 40

Jet Global

JULY 28, 2020

At face value, tax provisioning may seem like a simple task—calculate and report on the amount of income tax your business owes for the year. But in reality, tax provisioning is a complex land mine of regulatory risk for corporate tax departments that are already strapped for resources. Let’s take a look at the main factors complicating the tax provision process.

Software 86

Software Reporting Digital Transformation Management 86

Andrew White

JULY 28, 2020

Even before the COVID-19 Reset our advice concerning development of data and analytics strategy was focused on an outcome-based approach. Three years ago, we suggested that D&A strategy had been seen through three lenses: As a service (Business user: “Please get me this report by Thursday.”). More consultative (D&A leader: “Hey, three departments are asking for the same kind of data.

Strategy 52

Strategy Consulting Data-driven Interactive 52

Andrew White

JULY 28, 2020

Click here for an interactive PDF to connect to the notes directly. Another cracking week – last week saw 7 new entries inside the top 20 most-read D&A research notes ignoring branded research such as Magic Quadrants. The previous week was a record with 9 new entries! Last week Erick Brethenoux’s new note, What Is Artificial Intelligence?

Analytics 52

Analytics Interactive IT 52

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