Sat.Mar 04, 2023 - Fri.Mar 10, 2023

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Only One Problem To Solve for Successful Data and Analytics

DataKitchen

The real problem in data analytics is that teams need to del iver insight to their customers without error put new ideas into production rapidly minimize their ‘insight manufacturing’ expenses … all at the same time As former leaders of data teams, we understand that data and analytics have three main problems: delivering insight to customers without error and rapidly putting new ideas into production while minimizing expenses.

Analytics 130
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4 Data-Driven Ways to Improve Employee Engagement

datapine

Employee engagement refers to the level of commitment employees have to their work, their team’s goals, and their company’s mission. Engaged employees understand their purpose and impact on the organization. They don’t do just enough to get by, but instead willingly go beyond their job responsibilities to help their colleagues and the company as a whole succeed.

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Advanced NumPy: Broadcasting and Strides

Analytics Vidhya

Introduction NumPy is an open-source library in python and a must-learn if you want to enter the data science ecosystem. It is the library underpinning other important libraries such as Pandas, matplotlib, Scipy, scikit-learn, etc. One of the reasons this library is so foundational is because of its array of programming capabilities. Array programming, or […] The post Advanced NumPy: Broadcasting and Strides appeared first on Analytics Vidhya.

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Use Observability for Better Digital Processes

David Menninger's Analyst Perspectives

For years various types of systems have produced log files to help with monitoring, debugging and performance management. Often, this information was used in forensic analyses of why interruptions in service or other problems occurred. In many cases, log files are still used this way. But systems have grown more complicated, and many more devices are instrumented.

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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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Ceiling breakers: Women IT execs shake up the status quo

CIO Business Intelligence

Early in her life Ricki J. Koinig saw the immense impact that technology could have on individuals and their ability to move through life. To pay for horseback riding lessons while growing up, Koinig worked in a program for children and young adults with special needs who used assistive technologies. Those early professional experiences in tech ed coupled with an opportunity to move to Europe brought her into the IT realm.

IT 131
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ChatGPT vs Google Bard: A Comparison of the Technical Differences

KDnuggets

The Biggest Rivalry: ChatGPT vs Google Bard! Here's a comparison of the technical differences between the two AI engines.

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DataRobot and SAP Partner to Deliver Custom AI Solutions for the Enterprise

DataRobot Blog

Today, SAP and DataRobot announced a joint partnership to enable customers connect core SAP software, containing mission-critical business data, with the advanced Machine Learning capabilities of DataRobot to make more intelligent business predictions with advanced analytics. Every modern enterprise has a unique set of business data collected as part of their sales, operations, and management processes.

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Enterprise IT moves forward — cautiously — with generative AI

CIO Business Intelligence

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Kellen, CIO at the University of California San Diego (UCSD), says employees are already using ChatGPT to write code as well as job descriptions.

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Fear not, for AI coding is here to help you!

KDnuggets

Sponsored Post Groundbreaking large language model research from OpenAI, Google, Amazon, and others have transformed expectations of machine-generated software.

Software 141
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Top 6 Amazon S3 Interview Questions

Analytics Vidhya

Introduction S3 is Amazon Web Services cloud-based object storage service (AWS). It stores and retrieves large amounts of data, including photos, movies, documents, and other files, in a durable, accessible, and scalable manner. S3 provides a simple web interface for uploading and downloading data and a powerful set of APIs for developers to integrate S3.

Analytics 322
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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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Build a serverless transactional data lake with Apache Iceberg, Amazon EMR Serverless, and Amazon Athena

AWS Big Data

Since the deluge of big data over a decade ago, many organizations have learned to build applications to process and analyze petabytes of data. Data lakes have served as a central repository to store structured and unstructured data at any scale and in various formats. However, as data processing at scale solutions grow, organizations need to build more and more features on top of their data lakes.

Data Lake 108
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OCI demand for AI workloads, Cerner boost Oracle’s third quarter revenue

CIO Business Intelligence

Oracle on Thursday reported third quarter total revenue of $12.4 billion, up 18% year-on-year, boosted by the demand for AI workloads in Oracle Cloud Infrastructure (OCI) and Cerner’s contribution to the topline. “So, we have a lot of business, a lot of new AI companies coming to Oracle because we’re the only ones who can run their workloads. And by the way — and we are cheaper.

Reporting 116
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First Open Source Implementation of DeepMind’s AlphaTensor

KDnuggets

The first open-source implementation of AlphaTensor has been released and opens the door for new developments to revolutionize the computational performance of deep learning models.

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How to Classify Web Pages Using Machine Learning?

Analytics Vidhya

Introduction A web page is a document or information resource that is accessible through the World Wide Web. It is typically made up of HTML (Hypertext Markup Language), which provides the structure and content of the page, and CSS (Cascading Style Sheets), which provides the styling information for how the page should be presented to […] The post How to Classify Web Pages Using Machine Learning?

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Embracing Equity: Dataiku + Women in Data Science

Dataiku

As stated by the 2023 International Women’s Day campaign , “Equity isn't just a nice-to-have, it's a must-have.” Equity recognizes that each person has different circumstances and allocates the exact resources and opportunities needed to reach an equal outcome. A focus on gender equity needs to be part of every society's DNA. This begs the question: How can each one of us actively support and embrace equity within our own sphere of influence?

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The CIO’s guide to smarter vendor negotiation: 10 tips

CIO Business Intelligence

In an IT marketplace marked by turbulence, inflation, and economic uncertainty, the process of contracting with vendors for technology products and services has gotten significantly more challenging for CIOs. IT leaders may find that prices are going up without an accompanying increase in benefits, with technology providers — less dependent on any one industry or geography — taking a harder line on deals, says Achint Arora, a partner in the pricing assurance practice at Everest Group.

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Key Issues Associated with Classification Accuracy

KDnuggets

In this blog, we will unfold the key problems associated with classification accuracies, such as imbalanced classes, overfitting, and data bias, and proven ways to address those issues successfully.

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Top 6 Microsoft HDFS Interview Questions

Analytics Vidhya

Introduction Microsoft Azure HDInsight(or Microsoft HDFS) is a cloud-based Hadoop Distributed File System version. A distributed file system runs on commodity hardware and manages massive data collections. It is a fully managed cloud-based environment for analyzing and processing enormous volumes of data. HDInsight works seamlessly with the Hadoop ecosystem, which includes technologies like MapReduce, Hive, […] The post Top 6 Microsoft HDFS Interview Questions appeared first on Analytics V

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Powerful Video Summaries, Powered by AI

Timo Elliott

There has recently been a cambrian explosion of new AI opportunities, and here’s yet another example. Last year, I gave a 35 minute keynote at the Portuguese SAP User Group (GUSP) Annual Congress, covering some of the top technology trends. I just tried out summarize.tech to sum up the session, and the results are impressive! It provides both an overall summary and section-by-section details, with direct video links to any part that you might be interested in finding more about.

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Unilever leverages ChatGPT to deliver business value

CIO Business Intelligence

The past several years have thrown numerous challenges at consumer packaged goods (CPG) companies. The pandemic has led to shifting consumer channel preferences, a supply chain crunch, and cost pressure, to name just a few. CPG titan Unilever has been answering the challenge with analytics and artificial intelligence (AI). The 93-year-old, London-based CPG company is the world’s largest soap producer.

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Top Posts February 27 – March 5: ChatGPT for Data Science Cheat Sheet

KDnuggets

ChatGPT for Data Science Cheat Sheet • 5 Data Analysis Projects For Beginners • 4 Ways to Rename Pandas Columns • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • The ChatGPT Cheat Sheet

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Explore the World of Data-Tech with DataHour

Analytics Vidhya

Introduction DataHour sessions are an excellent opportunity for aspiring individuals looking to launch a career in the data-tech industry, including students and freshers. Current professionals seeking to transition into the data-tech domain or data science professionals seeking to enhance their career growth and development can also benefit from these sessions.

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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.

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Combat AI-Powered Threats with Cybersecurity Simulations & Other Practices

Smart Data Collective

AI has arrived in several business spheres. While the rest of the world is discussing its impact and dealing with changes in workflows, cybersecurity experts have long dealt with the use of AI in malicious attacks. Despite this experience, AI’s increasing sophistication has always resulted in security experts playing catch up. As attackers use more self-learning algorithms to penetrate networks, static security postures have become obsolete.

Testing 84
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Salesforce earmarks $250 million for AI startup investment

CIO Business Intelligence

CRM giant Salesforce today said that it would commit $250 million to investments in startups focused on generative AI, even as the company warned of the dangers of the technology. The company emphasized the potential gains for application software possible through the use of AI in its initial announcement of investments in four AI-driven companies. The first, Anthropic, bills itself as an “AI safety and research company,” trying to create more predictable and steerable AI systems, without the un

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Hydra Configs for Deep Learning Experiments

KDnuggets

This brief guide illustrates how to use the Hydra library for ML experiments, especially in the case of deep learning-related tasks, and why you need this tool to make your workflow easier.

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Data Science Blogathon 30th Edition- Women in Data Science

Analytics Vidhya

The Biggest Data Science Blogathon is now live! “Knowledge is power. Sharing knowledge is the key to unlocking that power.”― Martin Uzochukwu Ugwu Analytics Vidhya is back with the largest data-sharing knowledge competition- The Data Science Blogathon. This 30th edition of the Data Science Blogathon is particularly very important because we are celebrating the women in […] The post Data Science Blogathon 30th Edition- Women in Data Science appeared first on Analytics Vidhya.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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#ClouderaLife Employee Spotlight: Kimberly Lewis, Director of Human Resources Programs

Cloudera

As we celebrate Black History Month, for this #ClouderLife Spotlight we sat down with Clouderan Kimberly Lewis to talk about her career journey in human resources, growing up in New Orleans, and how her experience in basketball translated to leadership and career development in the workplace. Kim is the director of human resources (HR) programs at Cloudera.

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Why IT communications fail to communicate

CIO Business Intelligence

One of my client’s business analysts solicited my opinion: “Is this a good specification document?” he asked. Long ago I’d learned — the hard way — the wisdom of the adage “When someone asks for advice, they’re usually looking for an accomplice.” So I answered his question with a question of my own, asking him why he had asked. “I gave this to a developer, who told me it was a bad spec.

IT 111
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GitHub CLI for Data Science Cheat Sheet

KDnuggets

The GitHub CLI is a tool that allows for interaction with the GitHub platform with the command line interface. Mastering the most-used commands will allow you to become a productive of a data science, data engineering, or machine learning engineering development team.

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Top 6 Snowflake Interview Questions

Analytics Vidhya

Introduction Snowflake is a cloud-based data warehousing platform that enables enterprises to manage vast and complicated information by providing scalable storage and processing capabilities. It is intended to be a fully managed, multi-cloud solution that does not need clients to handle hardware or software. Instead, it provides high-performance analytics, flexibility, and cost-effective scaling.

Software 301
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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.