KDnuggets

JANUARY 30, 2024

LLMs aren't the right tool for most business applications. Find out why — and learn which AI techniques are a better match.

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CIO Business Intelligence

JANUARY 30, 2024

In today’s dynamic, digitally evolving business landscape, establishing a strong foundation of trust within an organization is more vital than ever. In this article, we look at why trust is so critical in an enterprise and offer some key approaches for establishing a solid foundation of trust. Trust is critical and difficult to maintain In an enterprise, trust can be fragile.

Digital Transformation 140

Digital Transformation Metrics Enterprise Optimization 140

CIO Business Intelligence

JANUARY 30, 2024

When we started this century the buzz in IT was “everything is going to have a chip.” Twenty-plus years in, CIOs have discovered that, when it comes to IT, everything is going to need a strategy. As CIO, you need a data strategy. You need a cloud strategy. You need a security strategy. If you want to sell anything to anyone under 40, you will need a compellingly composed and authentically executed sustainability strategy.

Strategy 119

Strategy Consulting Big Data Measurement 119

Dataiku

JANUARY 29, 2024

In a matter of months, Generative AI has spread throughout businesses like wildfire, gaining such momentum that it has become — for some — challenging to control. But the truth is, the adoption of Generative AI is just the tip of the “shadow AI” iceberg.

IT 64

IT 64

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

JANUARY 31, 2024

Introduction Logic gates are fundamental building blocks in digital electronics and computer science. They perform logical operations based on Boolean logic, which deals with true and false values. In this article, we will explore the importance of logic gates in computing, understand the basic concepts of Boolean logic, and learn how to implement logic gates […] The post Mastering Logic Gates: From Boolean Basics to Python Implementation appeared first on Analytics Vidhya.

Analytics 270

Analytics 270

IBM Big Data Hub

JANUARY 30, 2024

In the last post , we looked at creating a blueprint for a sustainable data center. Now we’ll look at how to get the most out of a modern data center. We don’t need to re-create the wheel all the time. Sometimes, we can look to others who have gone before us for inspiration and examples to help shape our vision for success. And, when we work with partners that have “been there, done that,” we can accelerate our success, taking our vision to a mission to reality.

Manufacturing 71

Manufacturing Business Objectives Optimization Risk Management 71

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch. In this article, we will explore the top 7 libraries for machine learning and understand their features, use […] The post 7 Libraries for Machine Learning appeared first on Analytics Vidhya.

Machine Learning 320

Machine Learning Predictive Modeling Modeling Analytics 320

CIO Business Intelligence

JANUARY 31, 2024

Regulators, investors, customers, and even employees are pushing companies to minimize the climate impact of their AI initiatives. Everything from geothermal data centers to more efficient graphic processing units (GPUs) can help. But AI users must also get over the urge to use the biggest, baddest AI models to solve every problem if they truly want to fight climate change.

Cost-Benefit 135

Cost-Benefit Modeling Testing IoT 135

David Menninger's Analyst Perspectives

FEBRUARY 2, 2024

Ventana Research recently announced its 2024 Market Agenda for Artificial Intelligence , continuing the guidance we have offered for two decades to help enterprises derive optimal value from technology and improve business outcomes.

Marketing 130

Marketing Optimization Enterprise Technology 130

KDnuggets

FEBRUARY 1, 2024

Learn about the most common questions asked during data science interviews. This blog covers non-technical, Python, SQL, statistics, data analysis, and machine learning questions.

Data Science 129

Data Science Statistics Machine Learning 129

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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

Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in. This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya.

Deep Learning 301

Deep Learning Strategy Modeling Analytics 301

CIO Business Intelligence

JANUARY 30, 2024

Oracle’s annual flagship event, CloudWorld Tour returned to the UAE for the second consecutive year to share the company’s latest AI innovations to power UAE’s Digital Economy and its plans across the region. The company that just turned 35 years old in the UAE will continue to invest in local infrastructure to bring cloud capabilities that will help the UAE Government entities and private sector.

IT 145

IT Technology 145

AWS Big Data

FEBRUARY 1, 2024

Financial services customers are using data from different sources that originate at different frequencies, which includes real time, batch, and archived datasets. Additionally, they need streaming architectures to handle growing trade volumes, market volatility, and regulatory demands. The following are some of the key business use cases that highlight this need: Trade reporting – Since the global financial crisis of 2007–2008, regulators have increased their demands and scrutiny on regulatory

Data Warehouse 127

Data Warehouse Dashboards Risk Management Risk 127

KDnuggets

JANUARY 30, 2024

For acing coding interviews, you need to have a rock solid foundation in data structures and algorithms. Check out these free university courses to help you in your journey.

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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

Analytics Vidhya

JANUARY 29, 2024

Artificial intelligence is set to revolutionize cyber threats, warns the UK’s National Cyber Security Centre (NCSC). In their latest assessment, they highlight the potential for AI, particularly generative AI, to make phishing attacks more sophisticated, posing a significant challenge for individuals to distinguish genuine emails from fraudulent ones.

Analytics 297

Analytics 297

CIO Business Intelligence

FEBRUARY 1, 2024

When organizations buy a shiny new piece of software, attention is typically focused on the benefits: streamlined business processes, improved productivity, automation, better security, faster time-to-market, digital transformation. The other side of the cost/benefit equation — what the software will cost the organization, and not just sticker price — may not be as captivating when it comes to achieving approval for a software purchase, but it’s just as vital in determining the expected return o

Software 131

Software Enterprise Cost-Benefit ROI 131

Dataiku

FEBRUARY 1, 2024

In my prior post , I shared the seven reasons analytics and IT leaders should upgrade to a modern, cloud-native analytics platform. In short, the world has changed, and teams must collaborate and take advantage of the latest cloud and AI technology in a safe and governed environment to create production projects that will generate value for their business.

Analytics 111

Analytics Technology IT 111

KDnuggets

FEBRUARY 2, 2024

Learn how to use OpenAI Python API for accessing language, embedding, audio, vision, and image generation models.

Modeling 134

Modeling 134

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

Analytics Vidhya

JANUARY 31, 2024

Introduction Python is a versatile programming language that offers a wide range of data structures to handle complex tasks efficiently. One such data structure is a namedtuple, which combines the benefits of tuples and dictionaries. In this article, we will explore the concept of namedtuples, their creation, advantages, common use cases, and compare them with […] The post How to Create and Work with NamedTuples in Python?

Analytics 295

Analytics Structured Data 295

CIO Business Intelligence

JANUARY 30, 2024

SAP is offering on-premises S/4HANA users a credit of 60% of their first year’s fees if they migrate to its all-in-one cloud-based offering, Rise with SAP. The credit, to be spent on other SAP services, should be enough to offset around half of the overall cost of a typical migration, according to Jan Gilg, the company’s chief product officer for cloud ERP.

Dashboards 130

Dashboards Sales Enterprise Management 130

Dataiku

JANUARY 30, 2024

With Generative AI top of mind for many companies, IT leaders have been tasked with figuring out how to make the most of this new technology through pilot use cases and experimentation.

Experimentation 111

Experimentation Technology IT 111

Smart Data Collective

JANUARY 30, 2024

Automation and robotics incorporated into security systems and smart home solutions have revolutionized the field of home security, home automation or domotics, and housework facilitation. The number of smart home users in the US is continuously increasing and is expected to reach nearly 70 million homes in 2024.

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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

Analytics Vidhya

JANUARY 29, 2024

Introduction Large Language Models (LLMs) have captivated the world with their ability to generate human-quality text, translate languages, summarize content, and answer complex questions. Prominent examples include OpenAI’s GPT-3.5, Google’s Gemini, Meta’s Llama2, etc. As LLMs become more powerful and sophisticated, so does the importance of measuring the performance of LLM-based applications.

Modeling 295

Modeling Measurement Analytics 295

CIO Business Intelligence

JANUARY 31, 2024

CIOs and their IT teams — including operations/DevOps, site reliability engineering, and platform engineering — are charged with building and managing IT services that can provide near 100% uptime. When incidents do occur, they need to resolve them quickly. That’s a high bar, since a typical enterprise IT environment spans the cloud, edge, and hosted and on-premises data centers containing thousands of interdependent applications, all of which create millions of data points.

IT 126

IT Data Processing Reporting Enterprise 126

AWS Big Data

FEBRUARY 1, 2024

Large language models (LLMs) are becoming increasing popular, with new use cases constantly being explored. In general, you can build applications powered by LLMs by incorporating prompt engineering into your code. However, there are cases where prompting an existing LLM falls short. This is where model fine-tuning can help. Prompt engineering is about guiding the model’s output by crafting input prompts, whereas fine-tuning is about training the model on custom datasets to make it better suited

Metadata 104

Metadata Modeling Data Processing Unstructured Data 104

Paul Turley

FEBRUARY 1, 2024

In my view, projects and teams of different sizes have different needs. I described DevOps maturity as a pyramid, where most projects don't require a sophisticated DevOps implementation, and the most complex solutions do. The DevOps maturity is a progression, but only for projects of a certain scale. One of the following options might simply be the best fit for a particular project.

Reporting 103

Reporting Management 103

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Analytics Vidhya

JANUARY 30, 2024

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities for working with structured data. One of its critical features is its ability to handle and manipulate DataFrames, which are two-dimensional labelled data structures. In this article, we will explore the concept of concatenating DataFrames in Pandas and discuss its benefits […] The post How To Concatenate Two or More Pandas DataFrames?

Structured Data 293

Structured Data Analytics IT 293

CIO Business Intelligence

JANUARY 31, 2024

In November 2023, the Cambridge Open Zettascale Lab announced the deployment of the U.K.’s fastest AI supercomputer: Dawn Phase 1. 1 Powered by the latest Intel GPUs and CPUs aboard liquid-cooled Dell servers, the Dawn supercomputer combines breakthrough artificial intelligence (AI) and advanced high-performance computing (HPC) technology to help researchers solve the world’s most complex challenges Accelerating breakthrough Dawn vastly increases the U.K.’s AI and simulation compute capacity and

Software 119

Software IoT Technology Optimization 119

Smart Data Collective

JANUARY 28, 2024

Last year, Francesca Minerva and Alberto Giubilini wrote a great article on the possibility that AI will be the future of the mental health profession. They talked about many of the benefits of using AI, including diagnosing mental health issues and recognizing patterns better than humans.

Software 103

Software Management 103

KDnuggets

JANUARY 29, 2024

The post highlights real-world examples of NLP use cases across industries. It also covers NLP's objectives, challenges, and latest research developments.

IT 108

IT 108

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven