Machine Learning ML White paper 
insideBIGDATA
APRIL 25, 2023
This checklist from our friends over at Arize covers the essential elements to consider when evaluating an ML observability platform. Whether you’re readying an RFP or assessing individual platforms, this buyer’s guide can help with product and technical requirements to consider across a number of areas discussed in this useful resource.
KDnuggets
SEPTEMBER 20, 2019
This white paper provides the first-ever standard for managing risk in AI and ML, focusing on both practical processes and technical best practices “beyond explainability” alone. Download now.
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Applied Data Science
AUGUST 2, 2021
This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Download the free, unabridged version here.
JUNE 12, 2025
While many organizations continue to rely on traditional reactive models, forward thinking companies are using AI and machine learning to anticipate customer needs before they arise, creating loyalty and sustainable competitive advantage. And How It Works High ROI Predictive CX Use Cases Acquisition & Activation 1.
DrivenData Labs
MARCH 30, 2023
Privacy-enhancing technologies (PETs) have the potential to unlock more trustworthy innovation in data analysis and machine learning. Federated learning is one such technology that enables organizations to analyze sensitive data while providing improved privacy protections. What motivated you to participate?
Towards AI
JUNE 5, 2023
In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”. The white paper goes into great depth on the concept of MLOps, its lifecycle, capabilities, and practices. Source: Image by the author. Source: Image by the author.
Alation
FEBRUARY 12, 2020
Data and analytics leaders must investigate and adopt ML-augmented data catalogs as part of their overall data management solutions strategy.”. Do you have the machine learning expertise to capture technical, operational, business and social metadata metadata? Download White Paper. Subscribe to Alation's Blog.
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