Wed.Sep 07, 2022

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Large Scale Industrialization Key to Open Source Innovation

Cloudera

We are now well into 2022 and the megatrends that drove the last decade in data — The Apache Software Foundation as a primary innovation vehicle for big data, the arrival of cloud computing, and the debut of cheap distributed storage — have now converged and offer clear patterns for competitive advantage for vendors and value for customers. Cloudera has been parlaying those patterns into clear wins for the community at large and, more importantly, streamlining the benefits of that innovation to

Big Data 116
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Containerization World with Docker and Kubernetes for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We go back in time to discuss the history of containers and virtualization. It’s important to bear in mind that the containers can exist because of the possibility of the machines being virtualized. I will reinforce this because we talk about the […]. The post Containerization World with Docker and Kubernetes for Beginners appeared first on Analytics Vidhya.

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Can Data Mining Aid with Off-Page SEO Strategies?

Smart Data Collective

Data mining technology has led to some important breakthroughs in modern marketing. Even major companies like HubSpot have talked extensively about the benefits of using data mining for marketing. One of the most important ways that companies can use data mining in their marketing strategies is with SEO. Data mining is especially useful in the context of offsite SEO.

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Machine Learning Algorithms – What, Why, and How?

KDnuggets

This post explains why and when you need machine learning and concludes by listing the key considerations for choosing the correct machine learning algorithm.

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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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Considering a Job Change? Here’s Must-read Advice from 3 Top Data Science Leaders & Innovators

Domino Data Lab

If you’re working in data science and are feeling like making a job change, here are some things top data science innovators say to consider as you look for a new opportunity or plan your next career move. Their career advice–and much more–is captured in the new ebook, The Data Science Innovator’s Playbook , from Domino Data Lab.

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How to build a model to find the most impactful paths in user journeys

KDnuggets

In this how-to, we’ll build a model to uncover which paths in user journeys have the biggest impact on product goals (e.g. conversion). You can use it to improve products or optimize marketing campaigns, or as a base for deeper user behavior analyses.

Modeling 114

More Trending

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Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer

KDnuggets

Convert text documents to vectors using TF-IDF vectorizer for topic extraction, clustering, and classification.

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3 Ways to Make Storage a Strategic Asset for Your Organization (Not Just an IT Cost)

CIO Business Intelligence

C-level executives are most interested in strategic assets and initiatives that will advance, transform, and grow their enterprises. They continually want to make “cost centers” more efficient and more cost-effective, while investing in what will accelerate, empower, and protect the business operations and its customer base. Because data and digital technology have become so integral into any enterprise’s lifeblood, senior leadership teams must differentiate between the strategic aspects of IT a

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Through the Looking Glass: Supply-Side Data Governance

TDAN

Fit for Purpose data has been a foundational concept of Data Governance for as long as I’ve been in the field…so that’s 10-15 years now. Most data quality definitions take Fit-for-Purpose as a given. For example, John Ladley, in his article for CIO, “Ensuring the quality for ‘fit for purpose’ data,” wrote: “Our topic for […].

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Cropin’s agriculture industry cloud to provide apps, data frameworks

CIO Business Intelligence

Cropin, an agritech startup backed by the Bill and Melinda Gates Foundation, on Tuesday said that it was launching its industry cloud for agriculture, built on Amazon Web Services (AWS). Dubbed Cropin Cloud, the suite comes with the ability to ingest and process data, run machine learning models for quick analysis and decision making, and several applications specific to the industry’s needs.

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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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AI in Fashion: Fad, or the Future?

Dataiku

AI has been part of the equation in fashion for years — if you’ve shopped online, you’ve probably experienced AI-powered styling (whether you knew it or not). We’ve already delved into the key applications of machine learning in the fashion industry , but use cases like recommendation engines are just the tip of the iceberg when it comes to the role AI can play in the fashion industry.

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Liberis CTO Georgina Owens on the power of mentoring and apprenticeships

CIO Business Intelligence

CIO: What is your role and responsibilities at your current organisation? I am responsible for all technology across Liberis, and currently as an interim looking after product development. This means ensuring that all of our technology services are running to plan, supporting our business and customers, and running efficiently and to the required level of performance.

Finance 98
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A steadfast community in an ever-changing data landscape

IBM Big Data Hub

There are still not enough data experts out there, even as the world of data evolves rapidly. We started the Summer School for Data Leaders five years ago to create a community for data experts to share ideas and relate to people facing similar challenges. Today, the Summer School has grown to include over 400 data leaders across 46 countries and nearly 25 industries.

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Avoiding Bad Data in Sales Cloud

TDAN

Insightful and accurate data is the lifeblood of any successful business. Without it, you may find yourself missing out on opportunities or dissatisfaction from your customers— not what we want at all! There are many ways to ensure high-quality information in Salesforce Sales Cloud with regular cleansing routines that keep up-to date records for each […].

Sales 52
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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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Join Data Literacy Month 2022

KDnuggets

This September, DataCamp are dedicating an entire month to supporting individuals and organizations to drive data literacy as part of their mission to democratize data skills for everyone.

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Data Management Services Help Your Business

TDAN

Technology is making it easier and easier to run a business, but sometimes you must step back and look at the big picture. We are living in a world mapped by data points. Every customer and every opportunity are a combination of unique data points. Harnessing this data can transform your business potential to an […].

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How to Deal with CRM Challenges

TDAN

Customer Relationship Management (CRM) is an acronym that stands for a software program used to create and manage customer connections. A CRM software is essential to your business as it enables organizations to effectively handle all of their communications with current and potential clients. Customer information, preferences, and behavior are tracked using CRM software.

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The Data-Centric Revolution: OWL as a Discipline

TDAN

Many developers pooh-pooh OWL (the dyslexic acronym for the Web Ontology Language). Many decry it as “too hard,” which seems bizarre, given that most developers I know pride themselves on their cleverness (and, as anyone who takes the time to learn OWL knows, it isn’t very hard at all). It does require you to think […].

IT 52
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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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A CDO Playbook for Driving Marketing Impact

TDAN

Introduction The Chief Data Officer is a relatively recent addition to the classic C-suite roles. C-level’s in larger organizations are focused on enterprise-level strategy and asset management. The presence of the CDO among that cohort represents the growing realization that “Data” has become a true strategic asset that requires highly specialized management and dedicated resources. […].