O'Reilly Media - Data

MARCH 22, 2018

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., In fact, the ability to account for the fairness and transparency of these predictive models has been mandated for legal compliance.

Off-The-Shelf 117

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 117

Altexsoft

DECEMBER 4, 2020

Three types of data migration tools. Automation scripts can be written by data engineers or ETL developers in charge of your migration project. This makes sense when you move a relatively small amount of data and deal with simple requirements. Phases of the data migration process. Self-scripted tools.

Software Review 69

Software Review Software Data Technical Review 69

Altexsoft

FEBRUARY 8, 2021

These challenges can be addressed by intelligent management supported by data analytics and business intelligence (BI) that allow for getting insights from available data and making data-informed decisions to support company development. Assemble the data team. Supply chain management process.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

O'Reilly Media - Ideas

MARCH 1, 2023

Now developers are using AI to write software. Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. A lot has happened in the past year.

Trends 134

Trends Technical Review Technology Software Review 134

Altexsoft

NOVEMBER 9, 2021

Whether a new or existing contract, it has to be thoroughly reviewed to ensure clear, unambiguous phrasing of all clauses and variations, compliance to current regulations, absence of hidden risks, pitfalls, or fees, and so on. Compliance evaluation. Invoice and payment analytics to detect errors, compliance issues, and fraud.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

O'Reilly Media - Ideas

JANUARY 25, 2022

AI is making that transition now; we can see it in our data. What developments represent new ways of thinking, and what do those ways of thinking mean? What are the bigger changes shaping the future of software development and software architecture? What does that mean, and how is it affecting software developers?

Trends 109

Trends Technical Review Technology Artificial Inteligence 109

BPM

JANUARY 18, 2019

So BPM is today another form of low-code application development. That augmentation must be in a form attractive to humans while enabling security, compliance, authenticity and auditability. Success will require teams to listen to the business not just to the data. All of them virtually not true.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

John Snow Labs

MAY 24, 2023

Developing a machine learning model requires a big amount of training data. Therefore, the data needs to be properly labeled/categorized for a particular use case. For instance, we need specialized tools to prepare annotations in an expected format to feed into the training pipelines.

Tools 52

Tools Machine Learning Artificial Inteligence Software Review 52

O'Reilly Media - Ideas

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines.

Enterprise 131

Enterprise Survey Technical Review Weak Development Team 131