Analytics Vidhya

JANUARY 8, 2024

The article takes you into the transformative role that MLOps strategies play in revolutionizing sales conversion success. As businesses strive for heightened efficiency and enhanced […] The post MLOps Strategies for Sales Conversion Success appeared first on Analytics Vidhya.

Sales 237

Sales Strategy Machine Learning Optimization 237

Analytics Vidhya

FEBRUARY 28, 2023

This data is used by an organization to find valuable insights which help in improving an organization’s growth and strategies and give them an upper hand over its competitors. This article explains to you the idea […] The post Understanding Dimensional Modeling appeared first on Analytics Vidhya.

Modeling 255

Modeling Strategy Analytics IT 255

Analytics Vidhya

SEPTEMBER 16, 2021

This article was published as a part of the Data Science Blogathon Recently I participated in an NLP hackathon — “Topic Modeling for Research Articles 2.0”. This hackathon was hosted by the Analytics Vidhya platform as a part of their HackLive initiative.

Strategy 186

Strategy Modeling Data Processing Data Science 186

Analytics Vidhya

JUNE 1, 2023

Introduction Cricket embraces data analytics for strategic advantage. With franchise leagues like IPL and BBL, teams rely on statistical models and tools for competitive edge. This article explores how data analytics optimizes strategies by leveraging player performances and opposition weaknesses.

Predictive Modeling 247

Predictive Modeling Modeling Statistics Optimization 247

Analytics Vidhya

NOVEMBER 18, 2023

Dive into the transformative world of data science with Analytics Vidhya’s groundbreaking series Leading With Data. In this exclusive interview from the series, Kunal Jain, CEO of Analytics Vidhya, engages in a riveting conversation with Vin Vashishta, a distinguished AI leader.

Data Science 283

Data Science Strategy Analytics Data Strategy 283

Rocket-Powered Data Science

FEBRUARY 15, 2023

While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities. So, if you have 1 trillion data points (g.,

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Analytics Vidhya

APRIL 20, 2023

After all, it is all about the various facts and figures that help organizations design their strategies. However, large data repositories require a professional to simplify, express and create a data model that can be easily stored and studied.

Modeling 226

Modeling Strategy Analytics Data Warehouse 226

Analytics Vidhya

APRIL 19, 2023

OpenAI, the tech startup known for developing the cutting-edge natural language processing algorithm ChatGPT, has warned that the research strategy that led to the development of the AI model has reached its limits.

Modeling 269

Modeling Strategy Technology Analytics 269

CIO Business Intelligence

JANUARY 24, 2024

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. Unfortunately, the road to data strategy success is fraught with challenges, so CIOs and other technology leaders need to plan and execute carefully. Here are some data strategy mistakes IT leaders would be wise to avoid.

Data Strategy 135

Data Strategy Strategy Unstructured Data Data Governance 135

Analytics Vidhya

MAY 6, 2024

Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity.

Strategy 267

Strategy Modeling Analytics IT 267

CIO Business Intelligence

APRIL 26, 2024

billion acquisition of data and analytics company Neustar in 2021, TransUnion has expanded into other services such as marketing, fraud detection and prevention, and robust analytical services. At the core of its strategy is the mountain of data that TransUnion has acquired — along with more than 25 companies — over decades.

Modeling 99

Modeling IT Machine Learning Data Governance 99

Smart Data Collective

APRIL 20, 2022

Any company that wants to implement a successful marketing strategy needs to invest in analytics technology. We have talked extensively about the importance of analytics in online marketing, but it can be just as important for traditional marketing strategies as well. Generate More Qualified Leads.

Strategy 101

Strategy Optimization Analytics B2B 101

Cloudera

MARCH 28, 2024

More recently, that value has been made clear by the emergence of AI-powered technologies like generative AI (GenAI) and the use of Large Language Models (LLMs). As organizations continue to navigate this AI-driven world, we set out to understand the strategies and emerging data architectures that are defining the future.

Data Architecture 92

Data Architecture Strategy Data Lake Data-driven 92

CIO Business Intelligence

DECEMBER 13, 2022

Recently, chief information officers, chief data officers, and other leaders got together to discuss how data analytics programs can help organizations achieve transformation, as well as how to measure that value contribution. This is when data analytics programs deliver their greatest value. Arguing with data?

Data Analytics 100

Data Analytics Strategy Analytics Metrics 100

Rocket-Powered Data Science

JULY 6, 2021

What attributes of your organization’s strategies can you attribute to successful outcomes? Seriously now, what do these word games have to do with content strategy? TAM management, like content management, begins with business strategy. The content strategy should emulate a digital library strategy.

Strategy 267

Strategy Machine Learning Metadata Knowledge Discovery 267

Analytics Vidhya

SEPTEMBER 26, 2023

Data analytics transforms raw data into actionable insights that drive informed decision-making, enhance performance, and create value. Yet, organizations vary in their data analytics maturity and capabilities. Wondering how you can monitor your current position and elevate your data analytics journey?

Analytics 177

Analytics Strategy Data Analytics Data Science 177

Smart Data Collective

FEBRUARY 3, 2022

Therefore, the subscription business model is changing how customers pay for the service they receive. Hover, the subscription model can be quite challenging for businesses. If they wish to implement this model, they need to have an information collection system to keep track of billing and customer requests.

Optimization 109

Optimization Data Analytics Modeling Analytics 109

IBM Big Data Hub

APRIL 25, 2024

In today’s dynamic and uncertain landscape, commerce strategy—what we might formerly have referred to as ecommerce strategy—is so much more than it once was. Commerce is a complex journey in which the moment of truth—conversion—takes place. Experience is the North Star of conversion.

Strategy 87

Strategy Sales Marketing Consulting 87

Rocket-Powered Data Science

MARCH 19, 2021

The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. But more significant has been the acceleration in the number of dynamic, real-time data sources and corresponding dynamic, real-time analytics applications. Well, that statement was made five years ago!

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Rocket-Powered Data Science

JULY 14, 2023

I recently saw an informal online survey that asked users what types of data (tabular; text; images; or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Analytics 166

Analytics Internet of Things Prescriptive Analytics Data Science 166

Rocket-Powered Data Science

JULY 14, 2023

We discussed in another article the key role of enterprise data infrastructure in enabling a culture of data democratization, data analytics at the speed of business questions, analytics innovation, and business value creation from those innovative data analytics solutions.

Analytics 188

Analytics Big Data Strategy Enterprise 188

CIO Business Intelligence

SEPTEMBER 26, 2023

This demand in AI and generative AI workloads, according to co-founder CTO Larry Ellison , will sustain itself as enterprises continue feeding data to AI engines or models to keep them up-to-date or relevant, which in turn will create demand for Oracle’s offerings for model training, inferencing, and grounding.

Strategy 137

Strategy Data Processing Data-driven Machine Learning 137

Rocket-Powered Data Science

JULY 13, 2023

Beyond the early days of data collection, where data was acquired primarily to measure what had happened (descriptive) or why something is happening (diagnostic), data collection now drives predictive models (forecasting the future) and prescriptive models (optimizing for “a better future”). Access to data has done that.

Analytics 167

Analytics Machine Learning Data Science Deep Learning 167

CIO Business Intelligence

JUNE 23, 2023

According to the MIT Technology Review Insights Survey, an enterprise data strategy supports vital business objectives including expanding sales, improving operational efficiency, and reducing time to market. The problem is today, just 13% of organizations excel at delivering on their data strategy.

Data Strategy 110

Data Strategy Strategy Visualization Consulting 110

Cloudera

APRIL 18, 2024

With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner. Do I trust the models to give me useful insights? Do I trust my data to be ready for use in AI?

Analytics 108

Analytics Metadata Data Strategy Optimization 108

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. They need to leverage analytics strategically to maximize their revenue. Data Analytics is an Invaluable Part of SaaS Revenue Optimization. There are entire analytics interfaces dedicated exclusively to SaaS companies.

Modeling 98

Modeling Analytics Sales Key Performance Indicator 98

IBM Big Data Hub

DECEMBER 20, 2023

Without an AI strategy, organizations risk missing out on the benefits AI can offer. An AI strategy helps organizations address the complex challenges associated with AI implementation and define its objectives. What is an AI strategy? A successful AI strategy should act as a roadmap for this plan.

Strategy 74

Strategy Business Objectives Cost-Benefit Consulting 74

Analytics Vidhya

JANUARY 14, 2024

Introduction The ever-evolving landscape of language model development saw the release of a groundbreaking paper – the Mixtral 8x7B paper. Released just a month ago, this model sparked excitement by introducing a novel architectural paradigm, the “Mixture of Experts” (MoE) approach.

Modeling 266

Modeling Strategy Analytics Technology 266

Smart Data Collective

FEBRUARY 21, 2021

Data analytics is very important to the future of marketing. A growing number of marketers are using data analytics technology to optimize their lead generation models. One of the most important benefits of using data analytics is that it can improve AI algorithms. Combining Data Analytics with Your Lead Generation Model.

Strategy 99

Strategy Data Analytics Analytics Data-driven 99

CIO Business Intelligence

NOVEMBER 2, 2023

Rapid advancements in artificial intelligence (AI), particularly generative AI are putting more pressure on analytics and IT leaders to get their houses in order when it comes to data strategy and data management. If you go out and ask a chief data officer, a head of IT, ‘Is your data strategy aligned?’,

Data Strategy 132

Data Strategy Strategy Sales Data Governance 132

Smart Data Collective

AUGUST 30, 2022

Analytics technology is very important for modern business. Companies spent over $240 billion on big data analytics last year. There are many important applications of data analytics technology. Analytics Can Be Essential for Helping Companies with their Pricing Strategies.

B2B 131

B2B Analytics Cost-Benefit Metrics 131

Smarten

MAY 17, 2024

When an enterprise undertakes an Augmented Analytics project, it is typically doing so because it wishes to initiate data democratization, improve data literacy among its team members and create Citizen Data Scientists. Let’s consider some of the benefits and advantages inherent in Data Scientist use of Augmented Analytics solutions.

Analytics 52

Analytics Predictive Modeling ROI Cost-Benefit 52

CIO Business Intelligence

FEBRUARY 20, 2024

Moreover, most enterprise cloud strategies involve a variety of cloud vendors, including point-solution SaaS vendors operating in the cloud. The US Commerce Department in January, for example, proposed a rule banning Chinese companies from training their LLM models in US cloud environments.

Risk 121

Risk Enterprise Strategy Snapshot 121

Rocket-Powered Data Science

OCTOBER 6, 2023

Decades (at least) of business analytics writings have focused on the power, perspicacity, value, and validity in deploying predictive and prescriptive analytics for business forecasting and optimization, respectively. How do predictive and prescriptive analytics fit into this statistical framework?

Business Analytics 157

Business Analytics Prescriptive Analytics Analytics Diagnostic Analytics 157

Analytics Vidhya

SEPTEMBER 6, 2023

Introduction Serverless emerges as a game-changing strategy in cloud computing. Generative AI Large Language Models have fueled the growth of Serverless GPUs as most developers cannot run them locally due to the high GPU […] The post Running Generative LLMs with RunPod | A Serverless Platform appeared first on Analytics Vidhya.

Modeling 296

Modeling Strategy Analytics Machine Learning 296

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. There are a number of huge benefits of using data analytics to identify seasonal trends.

Management 116

Management Analytics Predictive Analytics Cost-Benefit 116

CIO Business Intelligence

APRIL 30, 2024

Tableau pitched its unveiling of Tableau Pulse last year as the harbinger of a new era of proactive analytics. Your AI strategy is only as good as your data strategy,” Tableau CMO Elizabeth Maxon said in a press conference Monday.

Analytics 79

Analytics Metrics Visualization Dashboards 79