Analytics Vidhya

AUGUST 31, 2023

Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch

Modeling 348

Modeling Interactive Analytics Machine Learning 348

KDnuggets

AUGUST 31, 2023

The Burtch Works 2023 Data Science & AI Professionals salary report is here, and includes insightful data such as hiring and marketplace trends, compensation changes over time, and salary data. Get your copy here.

Data Science 136

Data Science Reporting 136

Analytics Vidhya

AUGUST 31, 2023

Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP

Analytics 337

Analytics Modeling 337

CIO Business Intelligence

AUGUST 31, 2023

Enterprise resource planning (ERP) software vendor IFS has agreed to acquire Falkonry, the developer of an AI-based time-series data analytics tool, to boost its enterprise asset management (EAM) services portfolio. IFS has an eye on the growing number of connected machines in factories, and will add Falkonry’s self-learning Time Series AI Suite, which can help enterprises manage and maintain manufacturing equipment, to its existing enterprise simulation and AI-based scheduling and optimization

Enterprise 116

Enterprise Management Manufacturing Software 116

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

AUGUST 31, 2023

In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic

Technology 337

Technology Analytics Modeling 337

Data Science 101

AUGUST 31, 2023

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “My philosophy as a CTO is that my most important job is to keep the team focused and busy.” — Tom Johnson (@tomjohnson3) on Threads What is the back story around the creation of @trymultiplayer and how is it going?

Testing 116

Testing Marketing Software Data Processing 116

KDnuggets

AUGUST 31, 2023

Buckle up for the Generative AI gold rush! Will BigTech rule with its picks and shovels? Which startups will strike it rich? Will “copilot for X” be the business strategy to hit pay dirt? How can startups dig moats to keep out other prospectors? And will the US once again have the richest gold seams?

Strategy 111

Strategy IT 111

Data Science 101

AUGUST 31, 2023

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “I’m writing a book about Typescript. It’s called TypeScript Gamified, and its goal is to help people learn TS the fun way.” — Paula Santamaría (@pau.codes) on Threads I believe you, @pau.codes, became a developer right out of high school.

Software 111

Software IT 111

Smart Data Collective

AUGUST 31, 2023

Artificial intelligence technology is radically changing the future of cybersecurity. Last year, global organizations spent over $15 billion on AI to bolster their cyber defenses. Smart companies realize that they can no longer overlook the importance of using AI to thwart hackers. After all, hackers themselves are turning to AI to commit their crimes.

Risk 107

Risk Measurement Strategy Data-driven 107

AWS Big Data

AUGUST 31, 2023

Amazon OpenSearch Serverless provides the search and analytical functionality of OpenSearch without the manual overhead of configuring, managing, and scaling OpenSearch clusters. It automatically scales the resources based on your workload, and you only pay for the resources consumed. Managing OpenSearch Serverless is simple, but with infrastructure as code (IaC) software like Terraform , you can simplify your resource management even more.

Dashboards 100

Dashboards Management Software Analytics 100

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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

AUGUST 31, 2023

CIO Kirk Ball is known for being a strategic executive capable of driving innovative thinking across the organization. Over the course of his career, the Giant Eagle EVP and CIO has held senior technology roles across a range of industries, including C-level positions at The Christ Hospital Health Network and The Kroger Co. Ball embodies the key leadership attributes that separate top CIOs from the rest, differentiators I’ve dubbed the 7 Cs, because these leaders maintain a laser-like focus on c

Digital Transformation 98

Digital Transformation Business Objectives Strategy Technology 98

Laminar Security

AUGUST 31, 2023

New cloud file share integrations mark a pivotal moment for holistic data security posture management in the cloud In today’s digital era, cloud file-sharing platforms have become the backbone of modern businesses, enabling swift, seamless, and efficient data collaboration. However, with such accessibility comes potential risks: data breaches, unauthorized access, and compliance violations.

Risk 88

Risk Data Warehouse Measurement Management 88

CIO Business Intelligence

AUGUST 31, 2023

Pentagon Credit Union (PenFed), the second-largest credit union in the US, is looking to generative AI to transform how it interacts with its customers. Its vision? To create a new, cost-effective channel that helps meet members needs — and learns as it does so, to the benefit of members and the credit union itself. “What’s happened in our business over the years is every channel is expensive and it doesn’t ever replace another channel.

Cost-Benefit 98

Cost-Benefit Interactive Digital Transformation Business Intelligence 98

KDnuggets

AUGUST 31, 2023

These are my predictions based on my personal experiences, recent research and reports from leading platforms.

Management 108

Management Reporting 108

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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

CIO Business Intelligence

AUGUST 31, 2023

Attracting and retaining top tech talent is a challenge for most companies. It takes more than good benefits and pay to retain talent: A LinkedIn study found that companies have a nearly 7% higher retention rate at the 3-year mark with employees who have learned skills on the job. At Discover ® , on-the-job training and mentorship are key components of how Discover cultivates and nurtures talent from within.

Finance 96

Finance Data Science Data Analytics Management 96

AWS Big Data

AUGUST 31, 2023

Data warehousing provides a business with several benefits such as advanced business intelligence and data consistency. It plays a big role within an organization by helping to make the right strategic decision at the right moment which could have a huge impact in a competitive market. One of the major and essential parts in a data warehouse is the extract, transform, and load (ETL) process which extracts the data from different sources, applies business rules and aggregations and then makes the

Data Warehouse 79

Data Warehouse Data-driven Testing Business Intelligence 79

KDnuggets

AUGUST 31, 2023

And why you should learn how to use them to filter Python sequences more elegantly.

109

109

Dataiku

AUGUST 31, 2023

As organizations become increasingly reliant on machine learning models, it is essential that data scientists maintain model effectiveness and reliability. One aspect that demands attention is data drift. Data drift refers to the phenomenon where the properties of the input data used for training a machine learning model change over time, which can potentially lead to a decline in model performance.

Modeling 69

Modeling Management Machine Learning Strategy 69

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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

IBM Big Data Hub

AUGUST 31, 2023

According to the World Meteorological Organization , global temperatures are set to reach new records in the next five years. The Copernicus Programme also reports that multiple global heat records were broken in July 2023. Today, climate change is a real threat with disastrous consequences to businesses. Rising cybercrimes are another significant threat to businesses, causing major financial damages in various forms.

Cost-Benefit 73

Cost-Benefit Strategy Risk Optimization 73

Laminar Security

AUGUST 31, 2023

New cloud file share integrations mark a pivotal moment for holistic data security posture management in the cloud In today’s digital era, cloud file-sharing platforms have become the backbone of modern businesses, enabling swift, seamless, and efficient data collaboration. However, with such accessibility comes potential risks: data breaches, unauthorized access, and compliance violations.

Risk 65

Risk Data Warehouse Measurement Management 65

Data Virtualization

AUGUST 31, 2023

Reading Time: 3 minutes Data Marketplace The post How Denodo Tackled its own Data Challenges with a Data Marketplace appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

IT 64

IT Data Integration Management Data Science 64

Paris Technologies

AUGUST 31, 2023

At PARIS, you may have noticed that recently, we’ve added a touch of fun concerning “version maintenance” as a business idea by intertwining it with—of all things!—Rugby World Cup data.

OLAP 40

OLAP Technology IT Management 40

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

AWS Big Data

AUGUST 31, 2023

Amazon Redshift is a fast, fully managed petabyte-scale cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing business intelligence (BI) tools. Tens of thousands of customers today use Amazon Redshift to analyze exabytes of data and run analytical queries, making it the most widely used cloud data warehouse.

Data Lake 89

Data Lake Data Warehouse Metadata Data Architecture 89

IBM Big Data Hub

AUGUST 31, 2023

The Log4j vulnerability, or “ Log4Shell ,” is considered one of the most catastrophic software flaws ever. Apache patched the flaw in December 2021, yet it remains a concern for security teams. In fact, it is still among the most exploited security vulnerabilities. Log4Shell persists because the Apache Log4j 2 software package it affects is one of the world’s most widely used logging libraries.

Software 87

Software Testing Management Data Processing 87

AWS Big Data

AUGUST 31, 2023

Ingesting a high volume of streaming data has been a defining characteristic of operational analytics workloads with Amazon OpenSearch Service. Many of these workloads involve either self-managed Apache Kafka or Amazon Managed Streaming for Apache Kafka (Amazon MSK) to satisfy their data streaming needs. Consuming data from Amazon MSK and writing to OpenSearch Service has been a challenge for customers.

Testing 103

Testing Data Processing Dashboards Management 103

IBM Big Data Hub

AUGUST 31, 2023

Watsonx Assistant now offers conversational search, generating conversational answers grounded in enterprise-specific content to respond to customer and employee questions. Conversational search uses generative AI to free up human authors from writing and updating answers manually; this accelerates time to value and decreases the total cost of ownership of virtual assistants.

Cost-Benefit 93

Cost-Benefit Consulting Enterprise Modeling 93

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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

CIO Business Intelligence

AUGUST 31, 2023

When organizations began to fully embrace both the work-from-anywhere (WFA) user model and multi-cloud strategies, IT leadership quickly realized that traditional networks lack the flexibility needed to support modern digital transformation initiatives. Legacy network shortcomings led to the rapid growth of software-defined wide area networking (SD-WAN).

Cost-Benefit 98

Cost-Benefit Digital Transformation ROI Optimization 98

Smart Data Collective

AUGUST 31, 2023

Data analytics has had a tremendous impact on the financial sector in recent years. Therefore, it should be no surprise that the market for financial analytics is projected to be worth nearly $19 billion by 2030. There are a ton of great benefits of using data analytics in finance. One of the biggest opportunities to leverage financial analytics technology is in the field of investing.

ROI 95

ROI Data Analytics Analytics Risk 95

CIO Business Intelligence

AUGUST 31, 2023

Companies large and small are focused on attracting and retaining top talent. Achieving this goal is an evergreen priority for any business, but taking this idea from vision to action and execution is what separates good companies from great ones. Bridging the gap between vision and execution in the effort to create a robust, engaged engineering workforce depends heavily — though not solely — on culture.

Measurement 99

Measurement Metrics Technology Publishing 99

IBM Big Data Hub

AUGUST 31, 2023

When working in a computer shell , the IBM Cloud command line interface (CLI) is the way to manage the lifecycle of your resources. Many of the services offered by IBM Cloud provide additional CLI functionality. You can even access IBM Cloud on private endpoints for increased security and have the login process integrate with single sign-on procedures.

Management 86

Management IT 86

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