Analytics Vidhya

DECEMBER 4, 2022

Introduction The global financial crisis of 2007 has had a long-lasting effect on the economies of many countries. In the epic financial and economic collapse, many lost their jobs, savings, and much more. When too much risk is restricted to very few players, it is considered as a notable failure of the risk management framework. […]. The post XAI: Accuracy vs Interpretability for Credit-Related Models appeared first on Analytics Vidhya.

Modeling 395

Modeling Risk Management Risk Management 395

David Menninger's Analyst Perspectives

DECEMBER 15, 2022

Recently, I suggested you need to “ mind the gap” between data and analytics. This perspective addresses another gap — the gap in skills between business intelligence (BI) and artificial intelligence/machine learning (AI/ML).

Machine Learning 284

Machine Learning Business Intelligence Analytics Technology 284

KDnuggets

DECEMBER 19, 2022

RPA and IA have stunned the business world by availing impressive, intelligent automation capabilities for scales of businesses across industries, which we'll know in this blog.

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CIO Business Intelligence

DECEMBER 14, 2022

CIO Ted Ross believes the honeymoon is over for breakneck productivity when it comes to hybrid work, and he’s not the only one. Tech employees at the City of Los Angeles IT agency who were forced to work remotely in the early pandemic days were very efficient, Ross says. “Fully into the pandemic we had a 34% increase in project delivery,” he adds. But since then, productivity and innovation have waned, in part because of fading relationships between once in-person teams, along with a slew of new

IT 145

IT Insurance Management Statistics 145

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management

DataRobot Blog

DECEMBER 6, 2022

Savvy data scientists are already applying artificial intelligence and machine learning to accelerate the scope and scale of data-driven decisions in strategic organizations. These data science teams are seeing tremendous results—millions of dollars saved, new customers acquired, and new innovations that create a competitive advantage. Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

Smart Data Collective

DECEMBER 1, 2022

The world of big data is constantly changing and evolving, and 2021 is no different. As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing. Each of these trends will continue to shape the way companies use data in the coming years.

Big Data 140

Big Data Internet of Things Data-driven IoT 140

David Menninger's Analyst Perspectives

DECEMBER 21, 2022

In previous perspectives in this series, I’ve discussed some of the realities of cloud computing including costs , hybrid and multi-cloud configurations and business continuity. This perspective examines the realities of security and regulatory concerns associated with cloud computing. These issues are often cited by our research participants as reasons they are not embracing the cloud.

Risk 268

Risk Data Governance Business Intelligence Machine Learning 268

KDnuggets

DECEMBER 30, 2022

Data science is ever-evolving, so mastering its foundational technical and soft skills will help you be successful in a career as a Data Scientist, as well as pursue advance concepts, such as deep learning and artificial intelligence.

Data Science 160

Data Science Deep Learning IT 160

CIO Business Intelligence

DECEMBER 9, 2022

It has been almost 25 years since McKinsey & Co. introduced the term “talent war” to the world. For almost a quarter of a century CIOs have been locked in a Sisyphean battle to attract and retain the IT talent necessary to create competitive advantage. Every year, “talent” is one of the top challenges facing IT organizations. Every year, lack of critical IT skills is blamed for failure to deliver the full promise of IT investments.

Strategy 145

Strategy Technology Management Measurement 145

IBM Big Data Hub

DECEMBER 16, 2022

Over the last week, millions of people around the world have interacted with OpenAI’s ChatGPT, which represents a significant advance for generative artificial intelligence (AI) and the foundation models that underpin many of these use cases. It’s a fitting way to end what has been another big year for the industry. We’re at an exciting inflection point for AI.

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Uncertainty Metadata Modeling Data Collection 120

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

Smart Data Collective

DECEMBER 26, 2022

Do you think a small business owner need not worry about cyberattacks? 46% of all cyberattacks impact businesses with less than 1000 employees. Small businesses have fewer resources to invest in the security paradigm. That’s why; hackers find it easy to attack such vulnerable systems instead of large corporations who have spent millions of dollars on cybersecurity.

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Strategy Testing Risk Software 130

Analytics Vidhya

DECEMBER 4, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will be seeing MLOps from the dimension of one of the powerful tools that make it easy to implement. These tool help to improve the deployment process for robust machine-learning projects. We will start by briefly seeing MLOps […]. The post Explaining MLOps using MLflow Tool appeared first on Analytics Vidhya.

Machine Learning 370

Machine Learning Data Science Publishing Analytics 370

David Menninger's Analyst Perspectives

DECEMBER 7, 2022

Embedded business intelligence (BI) continues to transform the business landscape, enabling organizations to quickly interpret data and convert it into actionable insights. It allows organizations to extract information in real time and answer wide-ranging business questions. Embedding analytics helps tackle the issue of extracting information from data which is a time-consuming process.

Analytics 246

Analytics Business Intelligence Optimization IT 246

KDnuggets

DECEMBER 30, 2022

It's time again to look at some data science cheatsheets. Here you can find a short selection of such resources which can cater to different existing levels of knowledge and breadth of topics of interest.

Data Science 160

Data Science IT 160

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

CIO Business Intelligence

DECEMBER 1, 2022

For any IT leader new to an organization, gaining employee trust is paramount — especially when, like PepsiCo’s Athina Kanioura, you’ve been brought in to transform the way work gets done. Kanioura, who was hired away from Accenture two years ago to serve as the food and beverage multinational’s first chief strategy and transformation officer, says earning employee trust was one of her greatest challenges in those early months.

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Digital Transformation IoT Data-driven KPI 144

TDAN

DECEMBER 20, 2022

Special thank you to Altair for providing the following set of bold predictions for 2023. The data world continues to change rapidly and you may want to consider these predictions when planning for the new year. The rise of generative AI startups: Generative artificial intelligence exploded in 2022. In this next year, we will see text […].

Data Architecture 109

Data Architecture Data Strategy Business Intelligence Big Data 109

Smart Data Collective

DECEMBER 13, 2022

With technological advancement, data revolutionizes many business processes. Experts assert that one of the leverages big businesses enjoy is using data to re-enforce the monopoly they have in the market. Big data is large chunks of information that cannot be dealt with by traditional data processing software. It needs to be analyzed with premium tech tools to deduce insights germane to user experience as well as scaling businesses.

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Big Data Data Analytics Analytics Statistics 120

Analytics Vidhya

DECEMBER 4, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction The real-world data can be very messy and skewed, which can mess up the effectiveness of the predictive model if it is not addressed correctly and in time. The consequences of skewness become more pronounced when a large model is […]. The post Comparison of Text Generations from GPT and GPT-2 appeared first on Analytics Vidhya.

Predictive Modeling 369

Predictive Modeling Data Science Modeling Publishing 369

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.

Experimentation

Teradata

DECEMBER 15, 2022

Vehicle data is invaluable in improving the safety & safe operation of vehicles for their occupants & other drivers. The next gen of vehicles will use real-time analysis to make driving even safer.

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KDnuggets

DECEMBER 16, 2022

Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math.".

Data Science 160

Data Science 160

CIO Business Intelligence

DECEMBER 20, 2022

One of the biggest cloud security threats your company faces isn’t malicious. In fact, it originates from inside your IT organization. Accidental misconfigurations pose one of the leading security vulnerabilities IT organizations contend with in the cloud. According to a recent study , 79% of companies had experienced a cloud data breach in the past 18 months—and 67% of respondents had identified security misconfiguration as the top security threat.

Risk 142

Risk Management Publishing Strategy 142

Timo Elliott

DECEMBER 14, 2022

Everybody wants to innovate faster, to be more agile, to be able to react quickly to changes in today’s uncertain business environments. So how do organizations do that? The future is enabled by technology, but it’s not about the technical infrastructures: it’s about optimizing end-to-end processes, business capabilities, and business ecosystems.

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Data Lake Recreation/Entertainment Metadata Data Warehouse 105

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

Smart Data Collective

DECEMBER 19, 2022

Cloud technology has upended the medical industry in recent years. Healthcare organizations around the world spend over $56.3 billion on cloud technology. Cloud computing offers a number of important benefits for healthcare providers. One of the biggest advantages of cloud technology is that it helps make medical billing more efficient. A cloud-based medical billing software program automates billing in order to help practices get paid faster, improve workflow efficiencies, help practice the IT

Software 115

Software Technology Insurance Cost-Benefit 115

Analytics Vidhya

DECEMBER 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction From the current trends in technology, a lot is likely to become more sophisticated. One area we will look at is the new technology known as Vyper, which is a programming language for developing apps on the web 3. This type of […]. The post A Guide to Vyper and its Environments appeared first on Analytics Vidhya.

IT 367

IT Data Science Publishing Technology 367

Dataiku

DECEMBER 13, 2022

Time and time again, we hear how organizations are increasingly investing in AI, but struggling to generate (and maintain) actual business impact from their analytics and AI projects. With their heads down on a scaling AI journey, how can they sift through what’s actually worth the resources versus what’s purely hype?

Data Science 98

Data Science IT Analytics 98

KDnuggets

DECEMBER 9, 2022

As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.

Data Science 160

Data Science Modeling IT 160

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.

Testing

CIO Business Intelligence

DECEMBER 21, 2022

In the last few weeks, the IT industry has seen some very interesting activity from global hyperscale cloud providers surrounding their cloud sovereignty ambitions, and their scrutiny by the regulators covering some basics compliance requirements, like the European Union’s (EU) General Data Protection Regulation (GDPR) Firstly, AWS made a public pledge called the “AWS Digital Sovereignty Pledge”, consisting of a commitment to provide “the most advanced set of sovereignty controls and features

Risk 140

Risk Strategy Marketing IoT 140

TDAN

DECEMBER 6, 2022

Your business doesn’t stay still— and neither does the data landscape. While the next 12 months will no doubt contain many surprises, twists, and turns, one thing is certain. Data will continue passing through the veins of business industries and economies. With even more channels, at greater velocities, and containing even more insights, organizations will have […].

Data Governance 98

Data Governance Metadata Data Strategy Strategy 98

Smart Data Collective

DECEMBER 15, 2022

Data analytics is not a new term, as it’s the same as interpreting information. It has been going on in various fields for many years and is now being incorporated into the business. The primary purpose is to predict or have future insights. Today, business data and analytical insights are the most sought-after to increase revenue and improve corporate decisions.

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Analytics Visualization Data Collection Statistics 114

Analytics Vidhya

DECEMBER 7, 2022

Introduction Having Technical skills and knowledge is one of the best ways to get a hike in your career path. Keeping this in mind, many working professionals and students have started upskilling themselves. But you need to brush up on your Technical skills periodically to get the latest knowledge. To upskill yourself, and expand your […]. The post Join us for free for upcoming DataHour Sessions appeared first on Analytics Vidhya.

Analytics 361

Analytics Data Science 361

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management