Tue.Apr 12, 2022

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A CDO’s Guide to the Data Catalog

Alation

In 2002, Capital One became the first company to appoint a Chief Data Officer (CDO). Since then, many other companies have added a CDO to their c-suite, and the responsibilities of the role have grown. Early CDOs largely sought to ensure compliance with regulations around financial data, taking a defensive posture to guard company and customer information.

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Building a Car Price Predictor Using Spark in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will build a machine learning pipeline that is a Car Price Predictor using Spark in Python. We have already learned the basics of Pyspark in the last article. If you haven’t checked it yet, here is the link. […]. The post Building a Car Price Predictor Using Spark in Python appeared first on Analytics Vidhya.

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3 Ways AIOps Drives Digital Transformation

CIO Business Intelligence

Slowdowns caused by system disruption and complexities in your IT environment are more than an operational headache. They can have a direct impact on the bottom line. While it’s enormously important to make IT systems more efficient and give time back to the organization, it’s just as important to recognize the value of that time and understand the best ways to allocate it between workers, apps, and infrastructure.

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End-to-End Beginners Guide on Spark SQL in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we are going to cover Spark SQL in Python. In the last article, we have already introduced Spark and its work and its role in Big data. If you haven’t checked it yet, please go to this link. Spark is […]. The post End-to-End Beginners Guide on Spark SQL in Python appeared first on Analytics Vidhya.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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15 most misused buzzwords in IT

CIO Business Intelligence

Every profession has its own collection of abbreviations, acronyms, catchphrases, and jargon that serve as shorthand for their techniques and tools. IT is no different. Yet, unlike other disciplines, the language of IT tends to spill out across the enterprise and society itself. There are ads praising cloud computing and data-driven decision-making.

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All About Popular Graph Network Tools in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will discover Graph Network Tools and Packages in python that are currently dominating in the data science industry. The world is all about relations. Every entity we see around us is related to each other somehow. Modelling these […]. The post All About Popular Graph Network Tools in Python appeared first on Analytics Vidhya.

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Learn About Apache Spark Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the last article, we discussed Apache Spark and the big data ecosystem, and we discussed the role of apache spark in data processing in big data. If you haven’t read it yet, you can find it on this page. This article […]. The post Learn About Apache Spark Using Python appeared first on Analytics Vidhya.

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Top 5 Reasons Why You Should Avoid a Data Science Career

KDnuggets

The intent of this article is to give you a reality check of what are the personality traits of a typical data scientist before you dip your feet in the ocean of the big shiny world of data science.

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Geospatial Analytics Made Simple With Dataiku: Distributional Modeling of a Bird Species

Dataiku

You may have read, heard, or experienced first hand the value of geospatial data for a variety of business and daily life applications. You might be also aware that this field of analytics is gaining more and more traction and can get quite complex and challenging in terms of talent and resources.

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Top Posts April 4-10: The Complete Collection Of Data Repositories – Part 1

KDnuggets

Also: Decision Tree Algorithm, Explained; 8 Free MIT Courses to Learn Data Science Online; Why Are So Many Data Scientists Quitting Their Jobs?; Top Programming Languages and Their Uses.

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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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Here’s Why Tech Companies Should Continue to Invest in Office Space

CIO Business Intelligence

The concept of office space has its origins in Ancient Rome, and the modern office has been an important staple of business for over 100 years. Pre-COVID-19, only 8 percent of Americans worked remotely on a full-time basis. By May 2020, up to 70 percent of employees were working from home. Now that it is considered safe to return to the office, many companies are trying to determine if it’s worth the investment.

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Driving Better Business Decisions

KDnuggets

Analytics-magazine.org and the monthly Analytics eNewsletter deliver the latest information on the impact and role analytics plays in business decision-making. Get in-depth knowledge on the trends that are shaping the future of advanced analytics, data science, AI, machine learning, operation research, and more.

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How to prioritize data strategy investments as a CDO

IBM Big Data Hub

My first task as a Chief Data Officer (CDO) is to implement a data strategy. Over the past 15 years, I’ve learned that an effective data strategy enables the enterprise’s business strategy and is critical to elevate the role of a CDO from the backroom to the boardroom. Understand your strategic drivers. A company’s business strategy is its strategic vision to achieve its business goals.

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Nearest Neighbors for Classification

KDnuggets

Learn about the K-Nearest Neighbors machine learning algorithm for classification.

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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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Peak Preparedness: How Technology Allows Insurers to Manage Sudden Changes in Demand

CIO Business Intelligence

When the COVID-19 pandemic hit, it shook every industry to the core, but especially and dramatically affected health insurers. Like other businesses, they had to switch to remote working practically overnight. In addition, they faced an onslaught of claims and initial uncertainty about cost and payments for antibody testing, evolving treatments, and, later, vaccines.

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Customer Needs Put Insurance Leaders to the Test

CIO Business Intelligence

For today’s consumers, shopping and interacting with businesses online has mostly become easier and more convenient than ever — but not when it comes to dealing with insurance companies. In stark contrast to experiences with large consumer-goods websites, people often struggle to find the information and forms they need on insurance sites. They are often frustrated by having to repeatedly enter personal information for multiple services offered by the same company.

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Computer Vision Is Transforming the Transportation Industry, Making It Safer, More Efficient and Improving the Bottom Line

CIO Business Intelligence

Computer vision is helping to reshape the transportation industry at every level from streamlining the passenger experience to preemptive fleet maintenance to fuel optimization. As the transportation industry continues to evolve, converging technologies such as 5G and powerful edge compute will enable the next generation of prescriptive and adaptive data-driven outcomes benefiting passengers, the industry and sustainability.

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Strategies for dealing with the enterprise technology skills crisis

CIO Business Intelligence

Australia is facing a technology skills crisis. Enterprises everywhere are having trouble finding the people they need to carry out key roles in their IT departments in just about every discipline, from data analytics to cloud computing and cyber security. A February 2021 report by RMIT Online with Deloitte Access Economics claimed that Australia needs 156,000 new technology workers with 87% of jobs requiring digital skills.

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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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Fight Cloud Jacking by Slashing Complexity

CIO Business Intelligence

For today’s enterprise, there is a very legitimate argument that cloud security architecture is the single most important part of a CISO’s operation. Enterprises have been consistently shifting more and more of their intellectual property to the cloud for the better part of a decade, and the pandemic and resulting remote work environment forced a sharp acceleration of those efforts.

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The biggest enterprise technology M&A deals of the year

CIO Business Intelligence

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson. It certainly started off that way, with Microsoft agreeing to pay $68.7 billion for Activision Blizzard, dwarfing the $28.3 billion that Oracle agreed to pay for health software provider Cern

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How data from IoT devices is changing supply chain analytics

CIO Business Intelligence

The supply chain havoc caused by the coronavirus pandemic has left an indelible mark on the minds (and businesses) of manufacturers, wholesalers, dealers and retailers. Lockdowns and restrictions hindered manufacturing and shipping, resulting in shortages in pharmaceuticals, electronics, food items and raw materials in just about every industry. A McKinsey study on the impact of this extended disruption found something very interesting: while 75% of companies surveyed faced problems with their s

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