Wed.Feb 12, 2020

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4 Boosting Algorithms You Should Know – GBM, XGBM, XGBoost & CatBoost

Analytics Vidhya

How many boosting algorithms do you know? Can you name at least two boosting algorithms in machine learning? Boosting algorithms have been around for. The post 4 Boosting Algorithms You Should Know – GBM, XGBM, XGBoost & CatBoost appeared first on Analytics Vidhya.

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The Data Literacy Blueprint

Corinium

How Asia Pacific’s Business Leaders Can Unlock the Full Potential of Data & Analytics. Data literacy levels in Asia Pacific are startlingly low, with just 20% of workers saying they’re confident in their fluency with data; digital transformation strategies are frequently falling well short of their true potential. CDAOs have long experienced the disconnect between the language of data and the business.

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Tackle data privacy with an intelligent data catalog

IBM Big Data Hub

Data breaches have far reaching consequences. They pose a significant financial cost in lost business, fines, and remediation, often averaging 3.92 million USD according to a study by the Ponemon Institute.

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Effective Report Design: a step-by-step guide

FineReport

The design of reports can be considered from two aspects: layout and system. You may have seen many articles emphasize how to improve the layout of the report. Today, let’s learn the report designing from the perspective of the report system. No matter what type of report you’re designing, with the guidelines below, your report will catch your boss’s eyes. . 1.The Basics of Report Designing .

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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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All Data Drift is Not Created Equal.

DataRobot

Predictive models learn patterns in training data and use that information to predict target values for new data. There are two data sets at play in this process, the training data and the scoring or inference data. The model will work well in production (i.e., produce accurate predictions in line with expectations) when the new inference data is similar to the training data.

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Paula Curtis: Helping a school system discover business insights and serve students

IBM Big Data Hub

This story is part of Analytics Heroes , a series of profiles on leaders transforming the future of business analytics.

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Benefits of Data Dictionary Tools for Enterprise Metadata Management

Octopai

Like any good puzzle, metadata management comes with a lot of complex variables. If not defined in a consistent manner, these variables can be as scattered and misleading as a large dataset is on its own. That’s why you need to use data dictionary tools, which can help organize your metadata into an archive that can be navigated with ease and from which you can derive good information to power informed decision-making.

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Build or Buy an Enterprise Data Catalog: Top 6 Considerations

Alation

Hundreds of data sources. Hundreds (even thousands) of data consumers. Millions of datasets. Gone are the days when static metadata repositories and manual curation were enough (if they ever really were). To keep up with the rapid influx of data, the many disparate data environments, and the rise in self-service analytics users, enterprises need an enterprise data catalog to drive the business forward with data, and ensure compliant, accurate data use.

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The Great British Plug and Industry Standards

Andrew White

I was somewhat intrigued to read an article in this week’s Economist titled, ‘ The Parable of the Plug ’. The article looks at the success of the British electric plug via a vis the alternatives. The design is robust; it has several features that protect the user, or toddler abuser, more so than flimsy two-pronged alternatives. But how did such a product become so successful?

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Introducing Nutanix Karbon 2.0: Kubernetes Simplicity, Upgraded!

Nutanix

Kubernetes-- along with its growing ecosystem of cloud-native technologies-- is evolving at breakneck pace.

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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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Evaluating Ray: Distributed Python for Massive Scalability

Domino Data Lab

Dean Wampler provides a distilled overview of Ray, an open source system for scaling Python systems from single machines to large clusters. If you are interested in additional insights, register for the upcoming Ray Summit. Introduction. This post is for people making technology decisions, by which I mean data science team leads, architects, dev team leads, even managers who are involved in strategic decisions about the technology used in their organizations.

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Try Frame for Free: A quick 2-hour Test Drive or a comprehensive 30-day Trial

Nutanix

There are two ways to try Xi Frame for free. Yes, you heard that right. Try Xi Frame for no cost.

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Try Frame for Free: A quick 2-hour Test Drive or a comprehensive 30-day Trial

Nutanix

There are two ways to try Xi Frame for free. Yes, you heard that right. Try Xi Frame for no cost.

Testing 26
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Introducing Nutanix Karbon 2.0: Kubernetes Simplicity, Upgraded!

Nutanix

Kubernetes-- along with its growing ecosystem of cloud-native technologies-- is evolving at breakneck pace.

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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.

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Introducing Nutanix Karbon 2.0: Kubernetes Simplicity, Upgraded!

Nutanix

Kubernetes-- along with its growing ecosystem of cloud-native technologies-- is evolving at breakneck pace.

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Try Frame for Free: A quick 2-hour Test Drive or a comprehensive 30-day Trial

Nutanix

There are two ways to try Xi Frame for free. Yes, you heard that right. Try Xi Frame for no cost.

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