Analytics Vidhya

SEPTEMBER 26, 2023

Introduction Generalized Additive Models (GAMs) constitute a powerful framework in data science, capable of discovering complex relationships within data. Understanding GAMs is crucial for anyone navigating intricate data patterns, as they offer a unique approach to modeling non-linear dependencies. This article emphasizes the significance of GAMs, providing a glimpse into their fundamentals, practical applications, and […] The post Understanding Generalized Additive Models (GAMs): A Compr

Modeling 343

Modeling Data Science Analytics Deep Learning 343

CIO Business Intelligence

SEPTEMBER 26, 2023

Oracle has partnered with telecommunications service provider Telmex-Triara to open a second region in Mexico in an effort to keep expanding its data center footprint as it eyes more revenue from AI and generative AI-based workloads. Earlier this month, the company said it expects cloud revenue to grow 29% to 31% in the second quarter of 2024, driven by high demand for AI and generative A I workloads from enterprises.

Strategy 144

Strategy Data Processing Data-driven Machine Learning 144

Analytics Vidhya

SEPTEMBER 26, 2023

With an annual growth rate of 37.3% from 2023 to 2030, AI is progressing rapidly in the web development domain. AI can fundamentally change how we engage with websites today because of its capabilities for automation and optimization. Nowadays, having a website has become essential for every kind of company in the marketplace. AI and […] The post Top 10 Ways to Use AI in Web Development appeared first on Analytics Vidhya.

Optimization 338

Optimization Analytics IT 338

CIO Business Intelligence

SEPTEMBER 26, 2023

There comes a time in every IT leader’s life when a key decision must be made: whether to follow an established rule or, as a matter of necessity, break precedent and embark on an alternate course. Management rules typically exist to enable faultless decision-making, set a foundation for consistent operation, and provide protection from risk, observes Ola Chowning, a partner at global technology research and advisory firm ISG.

IT 141

IT Risk Cost-Benefit Consulting 141

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

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction The launch of ChatGPT marked an unprecedented moment in the history of AI. With their incredible capabilities, ChatGPT and many other generative AI tools have the potential to change dramatically the way we work. Writing SQL is one task already changing in data science following the AI revolution. We will provide an illustrative example of […] The post Crafting Complex SQL Queries with Generative AI Assistance appeared first on Analytics Vidhya.

Data Science 338

Data Science Analytics 338

CIO Business Intelligence

SEPTEMBER 26, 2023

Companies are now recognizing the work ahead of them to get their data, people, and processes ready to capitalize on gen AI’s potential. In fact, insights from a recent Accenture survey found that nearly all (99%) executives said they plan to amplify their investments in the technology. So leaders will need to radically re-think how work gets done. And CIOs—given their cross-functional view of business processes coupled with an intimate understanding of how technology can be leveraged to reinven

Enterprise 135

Enterprise Modeling Strategy Testing 135

Dataiku

SEPTEMBER 26, 2023

As more and more organizations experiment with Generative AI and deploy it in production, a crucial question emerges: Can these applications be both safe and scalable in an enterprise context? The answer is yes, via the LLM Mesh — a common backbone for Generative AI applications that promises to reshape how analytics and IT teams securely access Generative AI models and services.

Enterprise 125

Enterprise Modeling Analytics IT 125

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction This article will look at a computer vision technique of Image Semantic Segmentation. Although this sounds complex, we’re going to break it down step by step, and we’ll introduce an exciting concept of image semantic segmentation, which is an implementation using dense prediction transformers or DPTs for short from the Hugging Face collections.

Analytics 331

Analytics IT Modeling 331

CIO Business Intelligence

SEPTEMBER 26, 2023

In his dissertation at Stanford in 1976, smartphone pioneer and founder and CEO of General Magic Marc Porat correctly prophesied that the future would be defined by “ information machines, information workers, and information companies.” Today, there is general consensus that we live in an “Information Society” and work in an “Information Economy.” What is surprising is that despite the information intensity of modern existence — for example, 3.5 billion searches per day — one would be hard pres

Strategy 124

Strategy Data Architecture Management Metrics 124

Analytics Vidhya

SEPTEMBER 26, 2023

AI has drastically altered several industries by allowing machines to execute challenging jobs while making intelligent choices. Predictive AI and Generative AI are the best-known and used AI sisters. Although both have a powerful ability to adapt, their potential uses and distinctive benefits vary depending on what exactly is being accomplished with them.

Analytics 329

Analytics Forecasting Modeling 329

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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

CIO Business Intelligence

SEPTEMBER 26, 2023

By year-end, users of a couple of SAP applications should have the option to ask generative AI copilot, Joule, to help with their work — and the company plans to roll the feature out across all its applications one by one in the years to come. Clicking on a dedicated button in compatible SAP applications will open up the Joule interface, which will then accept input in a variety of ways.

IT 122

IT Data Processing Forecasting Modeling 122

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction In our fast-paced digital world, artificial intelligence keeps surprising us with its remarkable capabilities. One of its latest breakthroughs is Retrieval Augmented Generation, affectionately known as RAG. This innovation is like a digital wizard that blends the skills of a librarian and a writer. It’s poised to change how we find and interpret information, […] The post Unveiling Retrieval Augmented Generation (RAG)| Where AI Meets Human Knowledge appeared first on Anal

Analytics 327

Analytics IT Deep Learning Technology 327

KDnuggets

SEPTEMBER 26, 2023

This article describes the data maturity pyramid and its various levels, from simple reporting to AI-ready data platforms. It emphasizes the importance of data for business and illustrates how data platforms serve as the driving force behind AI.

Reporting 110

Reporting IT Data Science 110

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction Tableau has emerged as a popular data visualization tool in companies, making it one of the hottest trends in Business Intelligence. In India, people are curious about the Tableau developer salary statistics. In today’s competitive job market, the salary for Tableau developers has become an attraction for candidates considering a career change.

Statistics 312

Statistics Business Intelligence Visualization Marketing 312

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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

IBM Big Data Hub

SEPTEMBER 26, 2023

Flight delays are a frustrating aspect of flying. It’s a situation most can relate to: sitting in the terminal or on the tarmac wondering why your flight is delayed, with no answers or information. There are dozens of reasons why an aircraft could be delayed with safety being the underpinning reason for many of them. Suppose an aircraft incurs minor damage from a lightning strike or by coming into contact with ground equipment as it’s being towed or refueled, or it sustains damage fr

Enterprise 108

Enterprise Technology Interactive Reporting 108

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction For hundreds of years, people have gazed at and been curious about the night sky. Even today, the interest is sparkling bright. AI in space has shown to be an excellent companion in our drive to explore and discover things in space. Artificial intelligence (AI) has completely changed how we interact with the cosmos, […] The post 10 Use Cases of AI in Space appeared first on Analytics Vidhya.

Interactive 301

Interactive Analytics 301

CIO Business Intelligence

SEPTEMBER 26, 2023

If you want to look into the future, sometimes you have to be able to predict it. Swiss energy services company IWB has a vision of a world with a fully renewable, climate-friendly energy supply. Not long ago, though, that goal seemed difficult to conceptualize. For many years, IWB’s distribution grid supplied customers with electricity exclusively produced by large, centralized power plants.

Machine Learning 105

Machine Learning Forecasting Measurement Data Warehouse 105

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction The constant striving of humans to discover the unknown has led to advancements in technology. The advent of the industrial revolution comprising AI and automation has dominated the world. This transformative wave of innovation has ushered us into the fourth industrial revolution era, enhancing the quality of life for living beings. The remarkable strides […] The post Fourth Industrial Revolution: AI and Automation appeared first on Analytics Vidhya.

Technology 202

Technology Analytics Manufacturing IoT 202

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

CIO Business Intelligence

SEPTEMBER 26, 2023

Depending upon which research report you read, we have a shortage of somewhere around 3.4 million or 3.5 million individuals worldwide 2. But we are not the only industry with a talent gap. The medical industry, for example, is facing a shortage of more than 10 million physicians worldwide 3. The skills shortage creates challenges, of course. According to ISACA, 60% of organizations are struggling to retain individuals, and 62% say their teams are operating at a talent deficit. 4 The cybersecuri

Machine Learning 105

Machine Learning Technology Reporting Risk 105

Analytics Vidhya

SEPTEMBER 26, 2023

Introduction In today’s dynamic financial landscape, data science has become a cornerstone of the FinTech and banking industries. It has emerged as the driving force behind informed decision-making, benefiting both customers and the financial industry as a whole. Credit bureaus like TransUnion help in this data-driven decision-making by employing techniques such as credit scoring and […] The post Application of Data Science in the World of FinTech appeared first on Analytics Vidhya.

Data Science 194

Data Science Data-driven Analytics IT 194

CIO Business Intelligence

SEPTEMBER 26, 2023

We’ve all seen the insurance commercials: Mayhem is everywhere. When it strikes in the consumer world of insurance, you want the right people on your side and the right plan to navigate a way forward. The same can be said about IT. When a system begins to break down, the most important thing is ending the breakage, restoring it, and minimizing the business impact.

IT 98

IT Insurance Cost-Benefit Strategy 98

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? This article outlines steps to evaluate and enhance your data analytics strategy and roadmap. […] The post How to Assess the Analytics Maturity of Your Organization?

Analytics 184

Analytics Strategy Data Analytics Data Science 184

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

CIO Business Intelligence

SEPTEMBER 26, 2023

Some moments in life are indelibly etched in our memory. I will never forget one evening several years ago. In fact, I can point to the chair where I sat when it happened. My wife, three children, and I were eating dinner together. Suddenly, an idea sparked in my brain. I grabbed a pencil and a piece of paper from the kitchen counter and began diagramming my concept.

Testing 98

Testing Risk Management Enterprise 98

Cloudera

SEPTEMBER 26, 2023

Organizations increasingly rely on streaming data sources not only to bring data into the enterprise but also to perform streaming analytics that accelerate the process of being able to get value from the data early in its lifecycle. As lakehouse architectures (including offerings from Cloudera and IBM) become the norm for data processing and building AI applications, a robust streaming service becomes a critical building block for modern data architectures.

Technology 89

Technology IT Data-driven Data Architecture 89

KDnuggets

SEPTEMBER 26, 2023

Research paper in the exciting field that you don’t want to miss.

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123

AWS Big Data

SEPTEMBER 26, 2023

This is a guest post co-written with Tyler Middleton, Experian Senior Partner Marketing Manager, and Jay Rakhe, Experian Group Product Manager. As the data privacy landscape continues to evolve, companies are increasingly seeking ways to collect and manage data while protecting privacy and intellectual property. First party data is more important than ever for companies to understand their customers and improve how they interact with them, such as in digital advertising across channels.

Advertising 75

Advertising Data-driven Marketing Interactive 75

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Big Data

KDnuggets

SEPTEMBER 26, 2023

An overview of Natural Language Processing (NLP) and its applications.

IT 104

IT 104

Dataiku

SEPTEMBER 26, 2023

Now in its third edition, the Dataiku Frontrunner Awards have returned to spotlight the extraordinary data and domain experts who are paving the way for Everyday AI.

IT 59

IT 59

AWS Big Data

SEPTEMBER 26, 2023

AWS Lake Formation helps you centrally govern, secure, and globally share data for analytics and machine learning. With Lake Formation, you can manage access control for your data lake data in Amazon Simple Storage Service (Amazon S3 ) and its metadata in AWS Glue Data Catalog in one place with familiar database-style features. You can use fine-grained data access control to verify that the right users have access to the right data down to the cell level of tables.

Data Lake 65

Data Lake Metadata Management Modeling 65

CIO Business Intelligence

SEPTEMBER 26, 2023

No matter what your newsfeed may be, it’s likely peppered with articles about the wonders of artificial intelligence. And rightly so. But even as we remember 2023 as the year when generative AI went ballistic, AI and its ML (machine learning) sidekick have been quietly evolving over several years to yield eye-opening insights and problem-solving productivity for IT organizations.

IT 138

IT Key Performance Indicator Software Metadata 138

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