Thu.Jan 26, 2023

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6 tips for making the most of a tight IT budget

CIO Business Intelligence

IT leaders seeking to drive enterprise growth through technology investments are often saddled with budgets that make their tasks of increasing the top and bottom lines challenging. The year 2023 seems to be no different. Despite an estimated increase to IT budgets of 5.1% on average for 2023, research firm Gartner points to a projected 6.5% global inflation rate, an ongoing talent squeeze, and persistent supply issues as a triple threat to CIOs’ ability to realize time to value for their tech i

IT 137
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The ChatGPT Cheat Sheet

KDnuggets

Impress your friends and loved ones by perfecting your ChatGPT prompt engineering game with this incredibly useful resource.

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Introducing native support for Apache Hudi, Delta Lake, and Apache Iceberg on AWS Glue for Apache Spark, Part 1: Getting Started

AWS Big Data

AWS Glue is a serverless, scalable data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources. AWS Glue provides an extensible architecture that enables users with different data processing use cases. A common use case is building data lakes on Amazon Simple Storage Service (Amazon S3) using AWS Glue extract, transform, and load (ETL) jobs.

Data Lake 110
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An Introduction to Markov Chains

KDnuggets

Markov chains are often used to model systems that exhibit memoryless behavior, where the system's future behavior is not influenced by its past behavior.

Modeling 109
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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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.

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Podcast: Discovering Data: Build a little, test a little, learn a lot

DataKitchen

The post Podcast: Discovering Data: Build a little, test a little, learn a lot first appeared on DataKitchen.

Testing 100
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Multi-modal deep learning in less than 15 lines of code

KDnuggets

Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.

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Hyperparameter Optimization: 10 Top Python Libraries

KDnuggets

Become familiar with some of the most popular Python libraries available for hyperparameter optimization.

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Cloud-Centric Companies Discover Benefits & Pitfalls of Network Relocation

Smart Data Collective

Keeping your IT infrastructure in-tact while moving or relocating to a new location is a top priority at most organizations, especially cloud-centric companies. Given that IT increasingly affects every touchpoint of your business, any downtime can derail operations across the board, or worse result in theft or loss of data with far reaching consequences.

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Top 8 Data Science Slack Communities to Join in 2023

KDnuggets

Take your Data Science journey to the next level by joining these Slack communities in 2023.

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Citizen Analysts – Why you need them sooner than you think!

Aryng

First, what is a Citizen Analyst? People in business functions that are responsible for improving, transforming, or innovating your company’s products and services. They are product managers, marketing leads, customer service leads, operations managers, finance, HR leads, etc. A member of a project team who understands and represents the interest of the business champions and […] The post Citizen Analysts – Why you need them sooner than you think!

Finance 52
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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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GraphDB in Action: Putting the Most Reliable RDF Database to Work for Better Human-machine Interaction

Ontotext

In today’s world, we increasingly interact with the environment around us through data. This might include a range of tasks such as searching weather conditions on an app, looking at the temperature at home, reviewing electricity usage on a dedicated web platform, all the way to managing and utilizing data in a professional system at work. For all these data operations to flow smoothly, data needs to be interoperable, of good quality and easy to integrate.

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To Understand Risk is to Understand the Opportunity to Create Value

Teradata

An organization’s potential for value-creation lies in its ability to embrace the intricate relationship & co-existence between risk & opportunity, & activate this through data-led transformation.

Risk 52
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5 Ways Data Engineers Can Support Data Governance

Alation

Data is a key asset for businesses in the modern world. Used correctly, it can improve internal operations, power marketing strategies, and much more. That’s why many organizations invest in technology to improve data processes, such as a machine learning data pipeline. However, data needs to be easily accessible, usable, and secure to be useful — yet the opposite is too often the case.

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Domino University Data Science Accreditation for Partners

Domino Data Lab

The Domino University partner accreditation programs are tailored to enable both implementation and consulting as well as solutions partners to learn the ins and outs of our platform - either as a data scientist, team leader, platform owner. Why get accredited? Help clients and customers quickly begin realizing business value from their data science investment: The Domino Data Science Practitioner Accreditation focuses on training data science practitioners on proven methods to more easily creat

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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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Bring Value to Your Team by Improving the Data Preparation Process

Dataiku

Imagine building a treehouse with a pile of random lumber, bolts, and screws. Before we can build, we need to organize our materials. Similarly, data needs to be prepared before it can be used for analysis, models, and reports. This is even more true when the size of the data is more comparable to a high-rise building than a treehouse project.

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BI-Survey - Untitled Article

BI-Survey

The post appeared first on BI Survey.

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Top 17 cloud cost management tools

CIO Business Intelligence

It feels like just yesterday that we were promised that cloud servers cost just pennies. You could rent a rack with the spare change behind the sofa cushions and have money left for an ice cream sandwich. Those days are long gone. When the monthly cloud bill arrives, CFOs are hitting the roof. Developer teams are learning that the pennies add up, sometimes faster than expected, and it’s time for some discipline.

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Using CXO Storyboards to Boost Collaboration and Storytelling

Jet Global

Working in finance means you’re likely a wiz with numbers. You have an aptitude for quantitative information, as well as an affinity for drawing meaningful conclusions when presented a collection of numerical figures. Even so, you probably understand and retain information better when it’s presented in story form. That is how most people operate, especially stakeholders outside the boundaries of the finance department.

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Driving Business Impact for PMs

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.