Analytics Vidhya

JUNE 29, 2023

Introduction In a world driven by cutting-edge technology and mind-boggling possibilities, keeping up with the ever-evolving realm of AI is both thrilling and essential. As we step into the promising year of 2023, it’s time to embark on an exhilarating journey through the minds of the most influential and visionary AI trailblazers. Buckle up and […] The post Top 10 AI Influencers to Follow in 2023 appeared first on Analytics Vidhya.

Technology 382

Technology Analytics IT Machine Learning 382

O'Reilly on Data

JUNE 27, 2023

Does your company plan to release an AI chatbot, similar to OpenAI’s ChatGPT or Google’s Bard? Doing so means giving the general public a freeform text box for interacting with your AI model. That doesn’t sound so bad, right? Here’s the catch: for every one of your users who has read a “Here’s how ChatGPT and Midjourney can do half of my job” article, there may be at least one who has read one offering “Here’s how to get AI chatbots to do som

Risk Management 230

Risk Management Risk Management Modeling 230

KDnuggets

JUNE 30, 2023

Every job is at risk. Here’s how you can AI-proof your career.

Risk 175

Risk Data Science 175

CIO Business Intelligence

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. The fully managed AppFabric offering, which has been made generally available, is designed to help enterprises maintain SaaS application interoperability without having to develop connectors or workflows in-house while offering added se

Enterprise 136

Enterprise Modeling Metrics Machine Learning 136

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

JUNE 29, 2023

Introduction Advances in machine learning models that process language have been rapid in the last few years. This progress has left the research lab and is beginning to power some leading digital products. A great example is the announcement that BERT models are now a significant force behind Google Search. Google believes that this move […] The post Building Language Models: A Step-by-Step BERT Implementation Guide appeared first on Analytics Vidhya.

Modeling 361

Modeling Machine Learning Analytics 361

AWS Big Data

JUNE 28, 2023

Amazon Aurora zero-ETL integration with Amazon Redshift was announced at AWS re:Invent 2022 and is now available in public preview for Amazon Aurora MySQL-Compatible Edition 3 (compatible with MySQL 8.0) in regions us-east-1 , us-east-2 , us-west-2 , ap-northeast-1 and eu-west-1. For more details, refer to the What’s New Post. In this post, we provide step-by-step guidance on how to get started with near-real time operational analytics using this feature.

Data Warehouse 105

Data Warehouse Analytics Metrics Dashboards 105

CIO Business Intelligence

JUNE 26, 2023

Ross Meyercord never set out to make the leap from technology leader to CEO, but a set of intentional and opportunistic career choices delivered the breadth of business experience and leadership skills required to land the job. Meyercord parlayed an engineering degree into a two-decade consulting track at Accenture, where a focus on large-scale transformation projects opened the door to the global CIO role at Salesforce during its critical revenue growth period.

IT 119

IT Consulting Digital Transformation Software 119

Analytics Vidhya

JUNE 29, 2023

Introduction In this article, we explore the application of GANs in TensorFlow for generating unique renditions of handwritten digits. The GAN framework comprises two key components: the generator and the discriminator. The generator generates new images in a randomized manner, whereas the discriminator is designed to differentiate between authentic and counterfeit images.

Analytics 361

Analytics Machine Learning 361

AWS Big Data

JUNE 29, 2023

Amazon Kinesis Data Analytics makes it easy to transform and analyze streaming data in real time. In this post, we discuss why AWS recommends moving from Kinesis Data Analytics for SQL Applications to Amazon Kinesis Data Analytics for Apache Flink to take advantage of Apache Flink’s advanced streaming capabilities. We also show how to use Kinesis Data Analytics Studio to test and tune your analysis before deploying your migrated applications.

Data Analytics 101

Data Analytics Analytics IoT Data Lake 101

KDnuggets

JUNE 27, 2023

And how approaches to better data management, version control, and experiment tracking can help build reproducible ML pipelines.

Machine Learning 136

Machine Learning Management 136

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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

CIO Business Intelligence

JUNE 30, 2023

“There are plenty of good CIOs and plenty of good CFOs,” says Jim McGittigan, Research VP in the CIO Research group of Gartner. “Part of what makes them good is they understand one another. When they work well together, it has a huge impact on the effectiveness of the organization.” CIOs and CFOs who have this chemistry know that the relative success of the relationship runs along three dimensions: The reporting structure : “Where the CIO reports should fit the nature of the business,” says McGi

Finance 116

Finance Cost-Benefit Digital Transformation Reporting 116

Analytics Vidhya

JUNE 30, 2023

Introduction With its ever-growing prominence and influence, data science has become a subject of great interest and intrigue among individuals contemplating their career paths. In an era characterized by an exponential surge in data generation, analysis, and utilization, the question arises: Is data science a good career? By exploring the multifaceted aspects of data science, […] The post Is Data Science a Good Career?

Data Science 358

Data Science Analytics IT 358

AWS Big Data

JUNE 27, 2023

This is a guest post by Jon Walker and Ari Orlinsky from iostudio written in collaboration with Sumitha AP from AWS. iostudio is an award-winning marketing agency based in Nashville, TN. We build solutions that bring brands to life, making content and platforms work together. We serve our customers, who range from small technology startups to government agencies, as a social media strategy partner with in-house video production capabilities, a creative resource that provides data-driven insights

Metrics 98

Metrics Dashboards Interactive Visualization 98

KDnuggets

JUNE 29, 2023

This article provides a general overview of Stable Diffusion and focuses on building a basic understanding of how generative artificial intelligence works.

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122

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Data-driven

CIO Business Intelligence

JUNE 25, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax Bill Gates has seen (or, for that matter, caused) some profound advances in technology, so I don’t take a contrarian position lightly, but I think the way he describes his epiphany about the importance of AI is only half right. After being “awed” by OpenAI’s GPT model acing the AP Bio exam, the model was asked a non-technical question: “What do you say to a father with a sick child?

Finance 115

Finance Uncertainty Strategy Modeling 115

Analytics Vidhya

JUNE 30, 2023

OpenAI, the leading AI research organization, has recently unveiled an exciting new feature for subscribers of ChatGPT Plus—the premium version of their AI-powered chatbot. With the introduction of Browsing, users can now utilize the ChatGPT app to search for answers on the web. However, there is a catch: the browsing functionality is exclusively powered by […] The post OpenAI’s ChatGPT App Introduces Browsing Feature with Bing Integration appeared first on Analytics Vidhya.

Analytics 357

Analytics 357

AWS Big Data

JUNE 26, 2023

In today’s digital world, data is generated by a large number of disparate sources and growing at an exponential rate. Companies are faced with the daunting task of ingesting all this data, cleansing it, and using it to provide outstanding customer experience. Typically, companies ingest data from multiple sources into their data lake to derive valuable insights from the data.

Insurance 98

Insurance Visualization Data Lake Metrics 98

KDnuggets

JUNE 26, 2023

Learn more about the third-party plugins that OpenAI have rolled out to understand ChatGPTs in real-world use.

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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

CIO Business Intelligence

JUNE 26, 2023

What is a project manager? Project managers play the lead role in planning, executing, monitoring, controlling, and closing out projects. They are accountable for the entire project scope , the project team and resources, the project budget, and the success or failure of the project. To succeed in their role, project managers must be adept at coordinating resources, managing budgets, measuring and tracking project progress, and communicating with team members and stakeholders.

Management 105

Management Risk Insurance Business Objectives 105

Analytics Vidhya

JUNE 28, 2023

Excel and Tableau are two popular data handling tools. They comprise unique specialties and specific advantages. Comparing them is possible at a specific level while considering particular points like size, complexity and user preferences. Here is a comparison of the most relevant points to find the better-performing one among Excel vs Tableau. Excel: Features, Capabilities, […] The post Excel vs Tableau – Which is a Better Tool?

Analytics 343

Analytics Visualization 343

AWS Big Data

JUNE 28, 2023

Data is at the center of every application, process, and business decision. When data is used to improve customer experiences and drive innovation, it can lead to business growth. According to Forrester , advanced insights-driven businesses are 8.5 times more likely than beginners to report at least 20% revenue growth. However, to realize this growth, managing and preparing the data for analysis has to get easier.

Analytics 93

Analytics Data Warehouse Data Lake Data-driven 93

KDnuggets

JUNE 27, 2023

The article follows the story of evolution in the data space through the lens of evolutionary patterns. It talks of the state of significant milestones in the evolutionary journey, their achievements, challenges, and the next milestone that solved those challenges. The article comes from both a business and technical perspective, owing to the persona of the authors.

IT 117

IT 117

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Reporting

CIO Business Intelligence

JUNE 28, 2023

Over the past three years, multinational beauty company, Belcorp, has grappled with numerous challenges stemming from the pandemic, shifts in consumer behavior, disruptions in supply chains, the war in Ukraine, and inflation. To address the challenges, the company has leveraged a combination of computer vision, neural networks, NLP, and fuzzy logic.

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

Analytics Vidhya

JUNE 28, 2023

No matter how excellent your services or products are or how unique they are, it is unimportant if you can’t market them effectively. Worldwide, small- and large-scale business owners are attempting to stay up with the quick-changing marketing developments. We now have very sophisticated AI lead-generating solutions that produce high-quality leads faster than conventional approaches […] The post How Does AI Help in Lead Generation?

Marketing 337

Marketing Analytics Data mining Sales 337

Cloudera

JUNE 29, 2023

The recent failures of regional banks in the US, such as Silicon Valley Bank (SVB), Silvergate, Signature, and First Republic, were caused by multiple factors. To ensure the stability of the US financial system, the implementation of advanced liquidity risk models and stress testing using (MI/AI) could potentially serve as a protective measure. Technology alone would not have prevented the banking crisis, but the fact remains that financial institutions still aren’t leveraging technology as crea

Data Architecture 91

Data Architecture Risk Management Risk Management 91

KDnuggets

JUNE 29, 2023

Large language models are getting released left right and center, and if you want to understand them better you need to know about NLP. Here are 5 Free books to help you.

Modeling 116

Modeling 116

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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

CIO Business Intelligence

JUNE 30, 2023

It’s well acknowledged that data, when used correctly, has the potential to be a strategic growth asset driving innovation – and with the recent developments in large language models (LLM) for AI, data is really having its day in the sun. To win the game, you need a modern, future-proof business plan. And we’ll let you in on a secret: this means nailing your data strategy.

Internet of Things 104

Internet of Things Strategy Data Strategy Risk 104

Analytics Vidhya

JUNE 28, 2023

Introduction Large Language Models have taken the world by storm. With the entry of ChatGPT, GPT3, Bard, and other Large Language Models, developers are constantly working with these models to create new product solutions. With each new day comes a new Large Language Model or new versions of existing LLMs. Keeping up with these new […] The post LangFlow | UI for LangChain to Develop Applications with LLMs appeared first on Analytics Vidhya.

Modeling 336

Modeling Analytics 336

Smart Data Collective

JUNE 30, 2023

AI has quickly revolutionized operational processes across a wide variety of industries and organizations. One field that is beginning to take advantage of the many benefits of utilizing AI technology in its operations is healthcare. Specifically, AI tech is helping nurses thrive in a number of impactful, exciting, and groundbreaking ways. Developing a deeper understanding of how nurses incorporate AI technology into their work is critical to gaining a more thorough perspective on how healthcare

Technology 88

Technology Software Optimization IT 88

KDnuggets

JUNE 26, 2023

This list of the most commonly used machine learning algorithms in Python and R is intended to help novice engineers and enthusiasts get familiar with the most commonly used algorithms.

Machine Learning 116

Machine Learning 116

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