Thu.Apr 21, 2022

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Getting Started with PySpark Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will be getting our hands dirty with PySpark using Python and understand how to get started with data preprocessing using PySpark. This particular article’s whole attention is to get to know how PySpark can help in the data cleaning process […].

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A Complete Guide To Driving Digital Transformation In Marketing

datapine

Digital transformation is a broad term that is difficult to define precisely. Think of digital transformation as a way to future-proof a business. But, you can consider it a change in the business activities to prioritize your business’s digital presence. Various industries and departments use this phrase in different ways. For instance, when it comes to Human Resources, a digital transformation entails streamlining operations and digitizing personnel data.

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A Detailed Study on COVID 19 Vaccinations Data

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The global battle against COVID 19 pandemic can be won only if a large part of the world gets vaccinated against the SARS-CoV-2 virus. A considerably low vaccination rate has been observed in low-income countries of the world. In this blog, we study […]. The post A Detailed Study on COVID 19 Vaccinations Data appeared first on Analytics Vidhya.

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The 8 Basic Statistics Concepts for Data Science

KDnuggets

Understanding the fundamentals of statistics is a core capability for becoming a Data Scientist. Review these essential ideas that will be pervasive in your work and raise your expertise in the field.

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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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Top 8 customer data platforms

CIO Business Intelligence

The world of marketing is awash in data. The solution? Embrace a customer data platform. Or at least some companies say. A customer data platform (CDP) is a software system that pulls together data from a wide array of sources — such as websites, ecommerce and ad platforms, social media applications, retail software, and more — to create a centralized customer database, as well as detailed profiles of each customer.

Sales 145
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Machine Learning Books You Need To Read In 2022

KDnuggets

I have a list of Machine Learning books you need to read in 2022; beginner, intermediate, expert, and for everybody.

More Trending

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5 Great Tips for Using Data Analytics for Website UX

Smart Data Collective

We have pointed out in the past that big data offers a number of benefits for online commerce. One of the most important benefits of data analytics pertains to optimizing websites for a good user experience. User experience optimization (UX) is becoming more important than ever. One study found that the ROI of UX strategies is 9,900%. As more companies realize the importance of offering a stellar web experience, they will invest in big data as part of their UX strategies.

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Change at the Speed of Innovation

CIO Business Intelligence

Successful companies today are lean, agile organizations with executives who have a vision and a mindset that empowers collaboration so employees can achieve that vision. Rapidly responding to dynamic market demands without compromising quality is required for survival. Achieving business transformation and agility requires commitment from leadership at the very top of an organization, including C-suite, business and technology leaders.

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Building a Scalable ETL with SQL + Python

KDnuggets

This post will look at building a modular ETL pipeline that transforms data with SQL and visualizes it with Python and R.

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The hard truth of IT metrics

CIO Business Intelligence

You might have heard that if you can’t measure you can’t manage. You might have believed it, too. And if you think you need metrics to manage you might be feeling guilty about not having enough of them. Guilt no more. Good metrics are hard to craft, harder to manage, expensive to maintain, and perishable besides. Bad metrics, in contrast, are easier all the way around, but that doesn’t matter.

Metrics 105
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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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3 Compelling Ways IoT is Changing the Solar Industry

Smart Data Collective

The Internet of Things is one of the fastest growing industries. It grew 22% last year and is projected to grow further in the future. Many industries are helping drive growth for the IoT. One of the most significant is the solar energy sector. More solar manufacturers are turning to the IoT to get the most output for their customers. Smart Solar is the Future of Renewable Energy.

IoT 97
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AI Governance: Trends in Regulation, Soft Governance, and Industry Initiatives

KDnuggets

Are you ready for where AI is going? Get the latest on AI regulation and governance from two experts. Join this live webinar on May 5th at 9AM Pacific/Noon Eastern Time.

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How Big Data Can Be Used To Improve Contract For Differences

Smart Data Collective

Big data has led to a number of changes in the world of finance. Global companies are expected to spend over $11 billion on financial analytics services by 2026. One of the biggest reasons companies are spending so much on financial analytics is to improve investing opportunities. They aren’t just using data to make better stock trades. They also are optimizing nontraditional investment decisions.

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Nota AI releases beta version of NetPresso Model Search, their hardware-aware autoML tool

KDnuggets

Nota AI has launched the beta testing for NetsPresso Model Search, a hardware-aware autoML tool which searches and finds optimized models for a target device.

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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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Application Development Consulting Helps Companies Get the Most of AI

Smart Data Collective

The market for AI is growing over 38% a year. It is projected to be worth over $1.5 trillion by 2030. The market for AI is growing due to its obvious benefits. However, many companies don’t know how to utilize it properly. New businesses are frequently perplexed and unsure which AI applications are best for them. Many of them have utilized many management programs but finding the most best application without the assistance of an experienced consultant can be a challenge.

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insightsoftware Acquires Legerity, Adding Cloud-Based Accounting Rules Offering for Complex Financial Transformation

Jet Global

Legerity FastPost Platform brings new capabilities to insightsoftware Consolidation and Close Offerings. RALEIGH, N.C. – April 21, 2022 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced it has expanded its footprint in Europe with the acquisition of Legerity , a provider of cloud-based accounting rules software.

Finance 72
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The Data Lakehouse: Blending Data Warehouses and Data Lakes

Data Virtualization

Reading Time: 3 minutes First we had data warehouses, then came data lakes, and now the new kid on the block is the data lakehouse. But what is a data lakehouse and why should we develop one? In a way, the name describes what. The post The Data Lakehouse: Blending Data Warehouses and Data Lakes appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Accelerating Ocean Cleanup by Empowering Citizen Data Scientists

Dataiku

Every year, millions of tons of plastic enter the oceans, contributing to the creation of ocean garbage patches that increasingly impact our ecosystems, health, and economies. The Ocean Cleanup , a nonprofit organization, develops and scales technology to rid oceans of this non-biodegradable debris , with the aim of cleaning up 90% of floating ocean plastic pollution.

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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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Why Broadcom Software is Optimistic About Global Standards in Cyber Security

CIO Business Intelligence

By Arnaud Taddei, Security Transformation Architects Practice Leader – International, Symantec, a division of Broadcom Software. At Broadcom Software , we understand that for CISOs looking for global cyber security standards to support them in their work, recent years may have often felt like an uphill struggle. Our industry’s ‘Tower of Babel’ problem of an abundance of overlapping, uncoordinated, and competing definitions and standards has got worse rather than better.

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AI in Product Development and R&D With Michelin

Dataiku

Applied mathematics and using data has always been a part of product R&D. At Michelin in particular, the R&D department has more than 30 years of simulation history, modeling everything from how molecules in materials interact with each other to how products interact, wear, and perform on the road, and more. So the possibilities for applying AI in product development and in R&D are wide, but how can machine learning and product experts work together to make those applications a reali

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Please help me with my postgrad business qualification by completing a survey on Ethical AI toolkits!

Jen Stirrup

The link to the 4-minute survey is here [link]. Thank you for helping me with my research! Your answers will help me with my postgraduate business degree. You don’t need to use a corporate account and I will never sell, share or distribute your data. The purpose of the research is to complete my thesis for (another one of ) my postgrad qualifications.

IT 40
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Data is an Asset. Treat it as Such.

CIO Business Intelligence

Data is the building block of business. If a company loses its data or if its data is compromised, it could significantly damage the business in terms of financial performance, brand reputation or loss of customers. Whether an organization leverages data to fundamentally run its business, the data is a byproduct of conducting day-to-day operations, or the business sells the data assets as a unique product, data must be managed, protected, traced and updated.

IT 98
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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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A Lifetime of Data: Departments of Defense and Veterans Affairs Journey to Genesis

Cloudera

In 2022, it’s hard to believe, that for the first decades of the Information Age, the U.S. military and kept track of health records for millions of active-duty soldiers, sailors, airmen and airwomen, support staff, and retired service people using pens & pencils, typewriters, paper, carbon paper, copy machines, and snail-mail. Unsurprisingly errors were all too common, as people were involved in every transaction.

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People, process, and technology: How to deliver effective customer experience

CIO Business Intelligence

Whether employees or customers, ‘making people happy’ is a now the single most important catalyst for experience platform investments across Europe. Indeed, the two feed into each other – it is impossible to have happy customers without a happy workforce. This was one of the main takeaways from CIO roundtable event hosted by Accenture and Adobe. The roundtable was attended by Digital Transformation Leaders from some of Europe’s biggest brands.

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Moving from Red AI to Green AI, Part 1: How to Save the Environment and Reduce Your Hardware Costs

DataRobot Blog

Machine learning, and especially deep learning, has become increasingly more accurate in the past few years. This has improved our lives in ways we couldn’t imagine just a few years ago, but we’re far from the end of this AI revolution. Cars are driving themselves, x-ray photos are being analyzed automatically , and in this pandemic age, machine learning is being used to predict outbreaks of the disease , help with diagnosis, and make other critical healthcare decisions.

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Enjoy the Benefits of Citizen Data Scientist Initiatives!

Smarten

Business Users & Data Scientists Benefit from Citizen Data Scientist Initiatives ! A business that does not optimize its resources is doomed to fail. In this rapidly changing business environment and market, every organization must make the best of precious human resources. No one has enough funding to hire additional resources to get the job done and, when there are extra funds, those funds are quickly earmarked for new products, marketing and other crucial activities.

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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.

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Did SAP spy on its employees, German union asks

CIO Business Intelligence

With the victory in the SAP works council elections behind them, the unions are taking a confrontational stance with the software company. The Ver.di works group says it has discovered a data leak in SAP’s internal systems and is now demanding a full explanation. The leak affects the “SAP Interactive Broadcast” online service, which was developed internally and is only accessible to SAP employees and is used for employee and works council meetings.