Analytics Vidhya

DECEMBER 19, 2023

Introduction With the global MLOps market projected to surge to USD 5.9 billion by 2027; it emerges as a highly coveted career choice for professionals like you. This article delves into the reasons why embracing MLOps is a career-defining decision. Moreover, it unveils the MLOps Learning Path for 2024—a meticulous, step-by-step guide tailored to transform […] The post A Comprehensive MLOps Learning Path: 2024 Edition appeared first on Analytics Vidhya.

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Marketing Analytics IT Deep Learning 319

KDnuggets

DECEMBER 19, 2023

There are many data-learning materials locked up behind expensive books. These cheap books would bolster your skills without blowing up your savings.

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Data Science 149

Analytics Vidhya

DECEMBER 19, 2023

Introduction Renaming column names in Pandas refers to the process of changing the names of one or more columns in a DataFrame. By renaming columns, we can make our data more readable, meaningful, and consistent. It is a very common task in data manipulation and analysis, and so, must be known to all. In this […] The post Renaming Column Names in Pandas appeared first on Analytics Vidhya.

Analytics 318

Analytics IT 318

KDnuggets

DECEMBER 19, 2023

Soon AI will become embedded into daily business processes, including cybersecurity controls. The author explains how to assess which processes make sense to automate.

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

Analytics Vidhya

DECEMBER 19, 2023

In a recent exploration of the application of AI in healthcare, Stanford experts shed light on the safety and accuracy of large language models, like GPT-4, in meeting clinician information needs. The New England Journal of Medicine perspective by Lee et al delves into the benefits, limitations, and potential risks associated with utilizing GPT-4 for […] The post Stanford Doctors Deem GPT-4 Unfit for Medical Assistance appeared first on Analytics Vidhya.

Risk 306

Risk Modeling Analytics 306

CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows. This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs

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Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

DECEMBER 19, 2023

Service delivery excellence is an attribute that far too many IT leaders fail to prioritize. That’s unfortunate given how much of smooth business operations depends on the efficient delivery of IT services today. IT service delivery enables an organization to give end users access to essential IT services by designing, developing, and deploying key technology resources, including applications and data.

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IT Testing Metrics Optimization 139

Analytics Vidhya

DECEMBER 19, 2023

ByteDance, the parent company of the immensely popular TikTok app, is under the spotlight as it faces allegations regarding its use of OpenAI’s ChatGPT. This incident brings forth a complex interplay between innovation and ethical considerations in the swiftly evolving field of artificial intelligence (AI) development. ByteDance’s Defense and Denial ByteDance has vehemently denied allegations […] The post OpenAI Suspended Its Competitor’s Account for Using ChatGPT appeared firs

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IT Analytics Technology 300

Smart Data Collective

DECEMBER 19, 2023

AI is playing a huge role in the future of software development. We covered some of the important aspects of it in this article. Developing AI programs can be a very complicated task.

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Software IT 112

Analytics Vidhya

DECEMBER 19, 2023

OpenAI, the leading artificial intelligence research laboratory, has recently unveiled its highly anticipated Prompting Guide. This comprehensive guide aims to assist content creators in optimizing their prompts to generate more accurate and relevant AI-generated content. With the increasing reliance on AI in various industries, this guide is set to revolutionize the way we interact with […] The post Are Your Prompts Powerful Enough?

Interactive 244

Interactive Optimization Analytics IT 244

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

CIO Business Intelligence

DECEMBER 19, 2023

CIO’s cybersecurity budget allocations are too spread out across a myriad of single solutions. Vendors convince CIOs they need the latest product to halt new attacks when in actuality the addition of yet another disparate cybersecurity tool leads to blind spots. Cyber budgets get stretched too thinly across single solutions when they should match the organization’s IT and software spending priorities.

ROI 111

ROI Cost-Benefit Data-driven Enterprise 111

Smart Data Collective

DECEMBER 19, 2023

We have talked extensively about a lot of the changes that big data has brought to the financial industry. Earlier this year, we covered a post on some of the biggest benefits of using financial analytics to streamline financial processes. Another major benefit of big data is that it can help with investment planning.

Big Data 110

Big Data Analytics IT Finance 110

CIO Business Intelligence

DECEMBER 19, 2023

In 2019, advanced aquatic engine technology provider YANMAR Marine International was all at sea, or in a state of confusion. The company had outgrown its enterprise resource planning (ERP) system, with its legacy processes outdated and no longer supported. The tech structure was largely manual, requiring employees to enter data in multiple places.

Sales 111

Sales Digital Transformation Manufacturing Finance 111

Cloudera

DECEMBER 19, 2023

Without a doubt, 2023 has shaped up to be generative AI’s breakout year. Less than 12 months after the introduction of generative AI large language models such as ChatGPT and PaLM, image generators like Dall-E, Midjourney, and Stable Diffusion, and code generation tools like OpenAI Codex and GitHub CoPilot, organizations across every industry, including government, are beginning to leverage generative AI regularly to increase creativity and productivity.

Optimization 96

Optimization Cost-Benefit Unstructured Data Risk 96

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

CIO Business Intelligence

DECEMBER 19, 2023

The network is the foundation of the enterprise. In manufacturing plants, financial institutions, educational settings, smart cities and hybrid work setups – just about everywhere – it’s the glue that binds everything together. It ensures seamless operations, whether that’s optimizing production lines, facilitating stock trading in microseconds, or connecting citywide systems for efficient governance.

Manufacturing 98

Manufacturing Optimization Reporting Consulting 98

IBM Big Data Hub

DECEMBER 19, 2023

As enterprises embrace cloud native and everything as code, the journey from code to production has become a critical aspect of delivering value to customers. This process, often referred to as the “pathway to deploy,” encompasses a series of intricate steps and decisions that can significantly impact an organization’s ability to deliver software efficiently, reliably and at scale.

Testing 74

Testing Enterprise Modeling Software 74

CIO Business Intelligence

DECEMBER 19, 2023

Over the last few years, it has become more and more apparent that the status quo for networking and security is no longer viable. Endlessly extending hub-and-spoke networks to more remote users, branch offices, and cloud apps increases risk, harms the user experience, and is prohibitively complex and expensive. The same is true when relying on castle-and-moat security models to secure the expanding network through ever-growing stacks of security appliances.

B2B 98

B2B IoT Internet of Things Modeling 98

AWS Big Data

DECEMBER 19, 2023

This post is co-authored with Guillaume Saint-Martin at Sun King. Sun King is the world’s leading off-grid solar energy company, and is on a mission to power access to brighter lives through off-grid solar. Sun King designs, distributes, installs, and finances solar home energy products for people currently living without reliable energy access. It serves over 100 million users in 65 countries across the world.

Data Analytics 69

Data Analytics Analytics Data Warehouse Data-driven 69

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

IBM Big Data Hub

DECEMBER 19, 2023

As organizations collect larger data sets with potential insights into business activity, detecting anomalous data, or outliers in these data sets, is essential in discovering inefficiencies, rare events, the root cause of issues, or opportunities for operational improvements. But what is an anomaly and why is detecting it important? Types of anomalies vary by enterprise and business function.

Machine Learning 64

Machine Learning Optimization Unstructured Data Sales 64

Smarten

DECEMBER 19, 2023

The Right Augmented Analytics Supports Your Team and Your Business! When you embark on an analytics deployment, you want to be sure that you get what you need. To achieve the results you want, you must start at the beginning with planning. Understand how and when your organization will use the solution and, assuming you are planning to employ a self-serve augmented analytics solution, be sure that the software and services you choose will address your user needs and the analytical needs of your

Analytics 62

Analytics Machine Learning Sales Data Warehouse 62

IBM Big Data Hub

DECEMBER 19, 2023

For many enterprises, the journey to cloud reduces technical debt costs and meets CapEx-to-OpEx objectives. This includes rearchitecting to microservices , lift-and-shift , replatforming, refactoring, replacing and more. As practices like DevOps , cloud native , serverless and site reliability engineering (SRE) mature, the focus is shifting toward significant levels of automation, speed, agility and business alignment with IT (which helps enterprise IT transform into engineering organizations).

Data-driven 64

Data-driven Software Enterprise Testing 64

Aryng

DECEMBER 19, 2023

In the whirlwind following the 2023 release of ChatGPT 4.0, the landscape of data analytics has been reshaped. For those feeling a step behind in this fast-paced evolution, this recap of the year’s highlights offers a practical guide to the most accessible and impactful applications of Generative AI (GenAI). The Need for Change in […] The post GenAI in Data Analytics: Navigating the New Wave appeared first on Aryng's Blog.

Data Analytics 52

Data Analytics Analytics 52

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

Enterprise

TDAN

DECEMBER 19, 2023

One of the reasons why there’s always excess production in the textile sector is the stringent requirement of meeting set quality standards. It’s a simple case of accepting or rejecting a shipment, depending on whether it meets the requirements.

Data Quality 52

Data Quality IT 52

TDAN

DECEMBER 19, 2023

Dark data remains one of the greatest untapped resources in business. This is due to the vast amounts of usable data that exists within an organization, but is not utilized or analyzed to serve a specific purpose. These untapped sources could include customer information, transaction records, and more.

Data Architecture 52

Data Architecture Data Governance Business Intelligence Management 52

TDAN

DECEMBER 19, 2023

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets?

Measurement 52

Measurement Management 52

TDAN

DECEMBER 19, 2023

Setting the Stage: Data as a Business Asset This column presents a new model for licensing and sharing data, one that I call the “Decision Rights Data Licensing Model” (or the “Decision Rights Model,” in a shorter form) and one that has been met with acceptance in commercial transactions.

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Modeling Data Governance 52

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

TDAN

DECEMBER 19, 2023

I was recently asked to present “Enterprise Ontology Design and Implementation Best Practices” to a group of motivated ontologists and wanna-be ontologists. I was flattered to be asked, but I really had to pause for a bit. First, I’m kind of jaded by the term “best practices.

Enterprise 52

Enterprise Data Architecture Business Intelligence 52

TDAN

DECEMBER 19, 2023

Data protection, as the term implies, refers to the safeguarding of personal data from unauthorized access, disclosure, alteration, or destruction. Data protection revolves around the principles of integrity, availability, and confidentiality. Integrity ensures that data remains accurate and consistent during its lifecycle.

IT 52

IT Data Governance Big Data 52