Analytics Vidhya

OCTOBER 16, 2023

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

Technology 364

Technology Analytics IT Modeling 364

David Menninger's Analyst Perspectives

OCTOBER 16, 2023

The 2023 Ventana Research Buyers Guide for Mobile Analytics research enables me to provide observations about how the market has advanced.

Marketing 290

Marketing Analytics 290

Analytics Vidhya

OCTOBER 16, 2023

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance on a given task. You can achieve this by adjusting the learning rate, the number of layers in the model, the size of the embeddings, and various other parameters.

Modeling 342

Modeling Analytics Deep Learning Machine Learning 342

KDnuggets

OCTOBER 16, 2023

Want to break into data science? Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning.

Data Science 156

Data Science Deep Learning Statistics Machine Learning 156

Advertiser: ZoomInfo

As prospects define their problem, search for solutions, and even change jobs, they are generating high-value signals that the best go-to-market teams can leverage to close more deals. This is where signal-based selling comes into play. ZoomInfo CEO Henry Schuck recently broke down specific ways to put four key buying signals into action with the experts from 30 Minutes to President’s Club.

B2B

Analytics Vidhya

OCTOBER 16, 2023

Introduction In the era of Conversational AI, chatbots and virtual assistants have become ubiquitous, revolutionizing how we interact with technology. These intelligent systems can understand user queries, provide relevant information, and assist with various tasks. However, achieving accurate and context-aware responses is a complex challenge. One crucial component that aids in this process is slot […] The post Enhancing Conversational AI with BERT: The Power of Slot Filling appeared firs

Interactive 328

Interactive Technology Analytics 328

CIO Business Intelligence

OCTOBER 16, 2023

When a new wave of technology innovation seems to be breaking over the horizon, the fear of missing out — FOMO — can drive hasty decisions on new IT investments. Recent, rapid advances in artificial intelligence (AI) may represent one of the biggest FOMO moments ever , so, it’s critical that decision-makers get out in front of the wave and figure out how to implement Trustworthy AI.

Data-driven 143

Data-driven Software Interactive Technology 143

CIO Business Intelligence

OCTOBER 16, 2023

Signing up for cloud services is easy. But getting control of cloud spending can be a persistent challenge for an enterprise focused on making the most of its technology investment. Gartner predicted worldwide end-user spending on public cloud services would grow 20.7% in 2023, to $591.8 billion. A survey for Foundry’s Cloud Computing Study 2023 found that lowering total cost of ownership ranks in the top three drivers of cloud computing initiatives, but controlling cloud costs was the top chall

Optimization 140

Optimization Enterprise Finance Data Processing 140

KDnuggets

OCTOBER 16, 2023

Due to unsustainable hype, unrealistic valuations, limitations of current technology, and unproven business models.

Modeling 134

Modeling Technology 134

CIO Business Intelligence

OCTOBER 16, 2023

AI is taking the world by storm. All forward-thinking businesses are toying with or have already invested in AI — from boutique startups to enterprise conglomerates. According to Accenture , nearly 75% of companies have already integrated AI into their business strategies, and 42% said that the return on their AI initiatives exceeded their expectations (only 1% said the return didn’t meet expectations).

Forecasting 137

Forecasting Machine Learning Software Data-driven 137

KDnuggets

OCTOBER 16, 2023

This article has outlined how you can fine tune your GPT 3.5 Turbo models. You can do this by preparing your data, uploading your files, and then setting up a custom OpenAI session to handle the fine tuning.

Modeling 129

Modeling 129

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Testing

CIO Business Intelligence

OCTOBER 16, 2023

IT organizations have worked hard to get away from the problems that had plagued their past project delivery processes. They have replaced expansive scopes, the waterfall methodology, and long timelines with iterative development, the agile approach, and multiweek sprints, hoping to avert the big failures that have littered IT’s history. Those changes have indeed helped, but many IT projects still fail.

IT 136

IT Cost-Benefit Management Digital Transformation 136

AWS Big Data

OCTOBER 16, 2023

In today’s digital era, data is abundant and constantly flowing. Businesses across industries are seeking ways to harness this wealth of information to gain valuable insights and make real-time decisions. To meet this need, AWS offers Amazon Kinesis Data Streams , a powerful and scalable real-time data streaming service. With Kinesis Data Streams, you can effortlessly collect, process, and analyze streaming data in real time at any scale.

Cost-Benefit 111

Cost-Benefit Testing Optimization Strategy 111

CIO Business Intelligence

OCTOBER 16, 2023

Déjà vu can suck sometimes. Earlier this year, I wrote about the importance of organizations reviewing their password management strategies. I also emphasized that companies need to urgently review their employee access protocol, writing that companies must “ make it a point to do continuous employee training to help your teams avoid being duped by phishing and malware tactics.

Recreation/Entertainment 134

Recreation/Entertainment Reporting Manufacturing Enterprise 134

Smart Data Collective

OCTOBER 16, 2023

We have previously written about the benefits of data visualization, including its advantages with content marketing. We felt we were overdue for another article on this topic, so we wanted to talk about a particular type of technology that can be beneficial – box plots. Data visualization techniques like the box plot are instrumental in modern data analysis.

Visualization 110

Visualization Statistics Marketing IT 110

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

CIO Business Intelligence

OCTOBER 16, 2023

What do the top manufacturing countries have in common? Their manufacturing industries are laser-focused on melding IT with OT to create the smartest digital production lines possible. The world of manufacturing is undergoing a quiet revolution: the integration of Operational Technology (OT) and Information Technology (IT). These two domains have traditionally been separate – IT has provided computing and communications, while OT operated the physical manufacturing machinery and associated monit

Manufacturing 133

Manufacturing Strategy Cost-Benefit IoT 133

Smart Data Collective

OCTOBER 16, 2023

Nowadays, information consumption is skyrocketing. This information, dubbed Big Data, has grown too large and complex for typical data processing methods. Companies want to use Big Data to improve customer service, increase profit, cut expenses, and upgrade existing processes. The influence of Big Data on business is enormous. Where does big data come from?

Big Data 109

Big Data IoT Cost-Benefit Advertising 109

CIO Business Intelligence

OCTOBER 16, 2023

Artificial intelligence has so dominated headlines and conversations that it seems like every company is announcing their own AI-related feature, solution, or initiative for their business. And you wouldn’t be wrong: the latest McKinsey Global survey shows that organizations are most commonly using generative AI (gen AI). In fact, 40% of those reporting AI adoption at their organizations say their companies expect to invest more in AI, and 28% say gen AI use is already on their board’s agenda.

Software 131

Software Data-driven Machine Learning Modeling 131

Cloudera

OCTOBER 16, 2023

Cloudera recently released a fully featured Open Data Lakehouse , powered by Apache Iceberg in the private cloud, in addition to what’s already been available for the Open Data Lakehouse in the public cloud since last year. This release signified Cloudera’s vision of Iceberg everywhere. Customers can deploy Open Data Lakehouse wherever the data resides — any public cloud, private cloud, or hybrid cloud, and port workloads seamlessly across deployments.

Snapshot 80

Snapshot Management Data Processing Modeling 80

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data-driven

CIO Business Intelligence

OCTOBER 16, 2023

Small and Medium Enterprises (SMEs) aren’t just businesses; they’re the pillars that uphold the global economy, accounting for 50% of global GDP and 70% of jobs. Their influence is undeniable – which is why Huawei has created a new digital platform to support them. Despite their vast numbers, a significant portion of SMEs are only now beginning to harness the power of digital technology.

Digital Transformation 128

Digital Transformation Sales Marketing Enterprise 128

IBM Big Data Hub

OCTOBER 16, 2023

LBaaS, VSI, VMwaaS, SAP, distributed databases, cloud storage volumes, cloud security— cloud computing brings a delicious alphabet soup of possibilities to the table when it comes to system architecture. Not just functional parity, the cloud also brings the opportunity for enterprises to evaluate complex new architectural offerings without investing in the infrastructure required.

Cost-Benefit 75

Cost-Benefit Testing Enterprise Management 75

CIO Business Intelligence

OCTOBER 16, 2023

Offering a work-from-home option is no longer negotiable if you want to keep your teams staffed with talented employees. When asked what they would do if they had to return to the office full-time, a recent study from PromoLeaf found that more than half (52%) of remote workers would quit. That’s a jump from a post-pandemic Gartner study , which found that 39% of US adults would leave their job if remote work were no longer permitted.

Technology 128

Technology Modeling Software Reporting 128

IBM Big Data Hub

OCTOBER 16, 2023

Organizations have increasingly turned to containerization to create more scalable, efficient and agile infrastructure. Containerization involves packaging software code with the libraries and dependencies required to run the code. This creates self-contained code that can be run on any infrastructure, such as desktop, on-premises IT or cloud-native.

Dashboards 71

Dashboards Data Processing Metrics Software 71

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

CIO Business Intelligence

OCTOBER 16, 2023

Sophisticated criminal syndicates, rogue nation states and a global community of nefarious attackers are all eager to pilfer valuable data, including payment card information. Not surprisingly, Payment Card Industry Data Security Standard (PCI DSS) compliance is crucially important. Updating the PCI DSS is likewise critical. Slated to go into effect after the current PCI DSS version 3.2.1 expires, the updated PCI DSS version 4.0 includes numerous updates and 64 new requirements designed to help

Gap analysis 128

Gap analysis Consulting Risk Measurement 128

IBM Big Data Hub

OCTOBER 16, 2023

Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. Using AI for certain business tasks or without guardrails in place may also not align with an organization’s core values.

Risk 70

Risk Modeling Management Metadata 70

CIO Business Intelligence

OCTOBER 16, 2023

The numerous new attack vectors being used by threat actors to obtain payment card data underscores the increasing necessity of compliance with the Payment Card Industry Data Security Standard (PCI DSS). According to the 2023 edition of Verizon’s Data Breach Investigations Report (DBIR), payment card data was compromised in 37% of breaches in 2022.

Consulting 127

Consulting Enterprise Reporting Risk 127

Dataiku

OCTOBER 16, 2023

Navigating the labyrinth of modern business data is no small feat. Whether you're a customer service guru or a legal expert, you're all too familiar with the intricate (and often tedious) dance of sifting through endless documents to extract just the right information. And let's not even talk about stitching that data into a coherent, defensible narrative.

Data-driven 69

Data-driven Modeling 69

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Optimization

CIO Business Intelligence

OCTOBER 16, 2023

As organizations rely on terminal emulation to access and interact with legacy systems, the capabilities offered by terminal emulation solutions become crucial factors in the selection process. Terminal emulation users have specific requirements to ensure a seamless and efficient user experience. When considering a new terminal emulation solution, organizations tend to be concerned about the conversion impact — the duration of the migration, the end-to-end skills needed, the productivity outcom

Interactive 126

Interactive Software ROI Data Processing 126

IBM Big Data Hub

OCTOBER 16, 2023

As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Examples of AI bias in the real world show us that when discriminatory data and algorithms are baked into AI models, the models deploy biases at scale and amplify the resulting negative effects.

Advertising 68

Advertising Machine Learning Data Architecture Cost-Benefit 68

CIO Business Intelligence

OCTOBER 16, 2023

In a volatile payments landscape, enterprises are preparing for the Payment Card Industry Data Security Standard (PCI DSS) version 3.2.1 to expire on March 31, 2024. Taking its place will be the more robust PCI DSS version 4.0, a substantial update to the Standard designed to address the continually evolving threat landscape and changing payments systems.

Consulting 126

Consulting Reporting Enterprise Risk 126

IBM Big Data Hub

OCTOBER 16, 2023

APIs serve as essential connectors between the growing number of data sources and applications in companies of all sizes and in all industries. This means that businesses are relying on and creating more APIs than ever before to get the data they need to power their applications and experiences, and scale their operations. However, it’s difficult to manage APIs manually, which is why organizations are turning to API management solutions like IBM API Connect® to bring consistency and s

Management 67

Management Testing Machine Learning Software 67

Advertiser: ZoomInfo

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.

Sales