Analytics Vidhya

APRIL 27, 2023

Data Science and Data Analytics are two interrelated fields that have become increasingly important in today’s data-driven world. This article will explore the differences and similarities between these two fields and provide real-world examples of their applications. Find out which career is better for you: Data Science vs Data Analytics! Data Science vs Data Analytics […] The post Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

Data Science 323

Data Science Data Analytics Analytics Data-driven 323

CIO Business Intelligence

APRIL 27, 2023

The past year was rough for the tech industry, with several companies reporting layoffs and the looming threat of a recession. But despite the bumpy year, demand for technology skills remains strong, with the US tech unemployment rate dropping to 1.5% as of January. For technologists with the right skills and expertise, the demand for talent remains and businesses continue to invest in technical skills such as data analytics, security, and cloud.

IT 113

IT Software Risk Management 113

Analytics Vidhya

APRIL 27, 2023

In response to the growing interest in artificial intelligence and the rapid adoption of chatbot technologies worldwide, Russia’s dominant financial institution, Sberbank, has recently unveiled its own AI chatbot, GigaChat. The Russian-made chatbot is designed to offer a high-quality alternative to OpenAI’s popular ChatGPT. Moreover, it is currently in its initial invite-only testing phase.

Testing 301

Testing Technology Analytics IT 301

CIO Business Intelligence

APRIL 27, 2023

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. Agile networks can respond quickly to changes in the market, customer demands, employee requirements, and technology advances. Yet most businesses haven’t tapped into two major capabilities of truly agile distributed networks: scale and automation.

Management 98

Management Internet of Things Cost-Benefit Uncertainty 98

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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

Analytics Vidhya

APRIL 27, 2023

Artificial General Intelligence (AGI) has been a topic of great interest and debate within the field of artificial intelligence research, especially since the launch of GPT-4. Artificial General Intelligence (AGI) represents the simulation of human cognitive abilities within the software. Thus, enabling the AGI system to find solutions to unfamiliar tasks.

Software 279

Software Analytics 279

CIO Business Intelligence

APRIL 27, 2023

Technical debt is no longer just a “technical” problem. As recent, widely publicized events have shown, it is a business problem that can have serious consequences for organizations. The government and Congress are taking notice of unfair consumer experiences, and it is crucial for businesses to address their technical debt and minimize the risk of negative press, government fines, and damaged reputations.

Risk 98

Risk Consulting Digital Transformation Technology 98

KDnuggets

APRIL 27, 2023

Want to run and fine-tune LLMs on your machine? Learn more about ChatGLM-6B, a lightweight and open-source LLM that you can run locally.

Machine Learning 103

Machine Learning 103

Analytics Vidhya

APRIL 27, 2023

As the AI arms race between tech giants heats up, OpenAI is taking a new approach to protecting its technology and brand. The company has filed for a trademark on ‘GPT’ with the United States Patent and Trademark Office (USPTO). While simultaneously, it is implementing brand guidelines to maintain control over its image and technology […] The post OpenAI Seeks Trademark for ‘GPT’ appeared first on Analytics Vidhya.

Technology 285

Technology Analytics IT 285

IBM Big Data Hub

APRIL 27, 2023

While many organizations have established environmental, social and governance (ESG) goals and made ESG commitments, driven by purpose and emerging regulatory requirements, they face several challenges when making the transition from ambition to action. A recent IBM study found that global executives cite inadequate data (41%) as the biggest obstacle to their ESG progress, followed by regulatory barriers (39%), inconsistent standards (37%) and inadequate skills (36%).

Metrics 86

Metrics Cost-Benefit Reporting Manufacturing 86

Analytics Vidhya

APRIL 27, 2023

Introduction Automation today is taking place in each sector. Every industry acquires different technological innovations and products to take charge of the market. And one of the leading technology which enjoys more attraction is NLP (Natural Language Processing). It is a technology that helps computers understand, interpret, and respond to a human language where many […] The post End-to-End NLP Project on Quora Duplicate Questions Pair Identification appeared first on Analytics Vidhya.

Marketing 271

Marketing Technology Analytics IT 271

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

KDnuggets

APRIL 27, 2023

This article will explore the evolution of the generative pre-trained transformer (GPT) line of work.

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Analytics Vidhya

APRIL 27, 2023

ChatGPT has transformed the content creation landscape, offering AI-driven solutions that generate high-quality text quickly and efficiently. However, some users face challenges accessing ChatGPT, such as login needs, slow content generation, data privacy, and limited editing options. This article explores how to use ChatGPT without login, introduces a potential alternative called BAI Chat, and compares […] The post How to Use ChatGPT Without Login?

Data-driven 266

Data-driven Analytics 266

KDnuggets

APRIL 27, 2023

Join the open-source movement and create your own ChatGPT-like chatbot with the power of the Open Assistant.

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Analytics Vidhya

APRIL 27, 2023

Are you looking for ways to generate passive income without putting in too much effort? Thanks to the advancements in artificial intelligence and chatbots, it’s now possible to earn money using these technologies. In this blog post, we will explore some of the most effective ways for a non-techie to generate passive income with ChatGPT. […] The post Make Money While Sleeping: Side Hustles to Generate Passive Income With ChatGPT (Non-Technical) appeared first on Analytics Vidhya.

Technology 270

Technology Analytics IT 270

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

AWS Big Data

APRIL 27, 2023

Amazon OpenSearch Ingestion is a serverless, auto-scaled, managed data collector that receives, transforms, and delivers data to Amazon OpenSearch Service domains or Amazon OpenSearch Serverless collections. OpenSearch Ingestion is powered by Data Prepper , an open-source, streaming ETL (extract, transform, and load) solution that’s part of the OpenSearch project.

Strategy 77

Strategy Metrics Data Processing Optimization 77

Analytics Vidhya

APRIL 27, 2023

Generative AI is taking over the world. Utilizing existent inputs, generative AI can produce novel text, codes, photos, shapes, movies, and much more in a few seconds. The global enterprise adoption of AI is expected to soar at a compound annual growth rate of 38.1% between 2022 and 2030. It is the right time for all business […] The post AI and Beyond: Exploring the Future of Generative AI appeared first on Analytics Vidhya.

Enterprise 269

Enterprise Analytics IT Machine Learning 269

Cloudera

APRIL 27, 2023

We are excited to announce the winners of the 2023 Cloudera Partner of the Year Awards. These awards recognize Cloudera partners dedicated to transforming the future of data by leveraging the most complete hybrid cloud data platform. The announcement was made at Impact24 – Cloudera’s Annual Partner Kickoff , which took place on April 18 and 20.

Data-driven 57

Data-driven Machine Learning Sales Strategy 57

Ontotext

APRIL 27, 2023

On site at the EBU’s Data Technology Seminar In today’s digital age, access to information is considered a basic human right, and the ease of finding information has never been greater. However, the ease of access to information has also increased the risk of disinformation, which can have serious consequences. To address this issue, Ontotext, an AI company and a member of the vera.ai consortium , has developed a platform called Database of Known Fakes (DBKF) and showcased it at the

Technology 52

Technology Metadata Broadcasting Visualization 52

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

Data Virtualization

APRIL 27, 2023

Reading Time: 2 minutes In today’s rapidly evolving financial landscape, it is more important than ever for financial institutions to stay ahead of the curve and offer tailored products and services that meet the unique needs of their customers. A significant inhibitor is the. The post Revolutionizing Financial Institutions: How Data Virtualization Enables Tailored Products and Services appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis

Data Integration 52

Data Integration Management Data Lake IT 52

Alation

APRIL 27, 2023

Article reposted with permission from Eckerson ABSTRACT: Data mesh is giving many of us from the data warehouse generation a serious case of agita. But, my fellow old-school data tamers, it’s going to be ok. Sponsored by Alation Data mesh is a hot topic in the data world, generating conversations about the benefits and drawbacks of its decentralized approach.

Data Warehouse 52

Data Warehouse Risk Data-driven Metadata 52

CIO Business Intelligence

APRIL 27, 2023

John Meister is the senior vice president and CIO of Panera Bread, a chain of bakery-cafe fast casual restaurants with more than 2,000 locations across the United States and Canada. Over the past decade at Panera, Meister has been instrumental in driving Panera’s customer digital experience initiatives and building an innovative IT culture that continues to stay ahead of fast changes in the marketplace.

Interactive 52

Interactive KPI Dashboards Metrics 52

Alation

APRIL 27, 2023

Article reposted with permission from Eckerson ABSTRACT: Data mesh is giving many of us from the data warehouse generation a serious case of agita. But, my fellow old-school data tamers, it’s going to be ok. Sponsored by Alation Data mesh is a hot topic in the data world, generating conversations about the benefits and drawbacks of its decentralized approach.

Data Warehouse 40

Data Warehouse Risk Data-driven Metadata 40

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Management

Cloudera

APRIL 27, 2023

Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and Generative AI, like ChatGPT. Each iteration requires more compute and the limitation imposed by Moore’s Law quickly moves that task from single compute instances to distributed compute. To accomplish this, OpenAI has employed Ray to power the distributed compute platform to train each release of the GPT models.

Machine Learning 77

Machine Learning Dashboards Deep Learning Testing 77

AWS Big Data

APRIL 27, 2023

Amazon OpenSearch Service is a managed service that makes it easy to secure, deploy, and operate OpenSearch and legacy Elasticsearch clusters at scale in the AWS Cloud. Amazon OpenSearch Service provisions all the resources for your cluster, launches it, and automatically detects and replaces failed nodes, reducing the overhead of self-managed infrastructures.

Metadata 66

Metadata Dashboards Visualization Interactive 66

Jet Global

APRIL 27, 2023

Tax teams of multinational enterprises (MNEs) in the manufacturing industry face increasing challenges to manage business and market risks effectively. This, in part, is due to increasing legislative activity and scrutiny of funding activities by tax authorities around the globe. These changes create an ever-increasing demand on manufacturing tax departments to report on cross-border situations and transactions.

Manufacturing 52

Manufacturing Marketing Experimentation Risk 52

AWS Big Data

APRIL 27, 2023

Amazon Athena supports the MERGE command on Apache Iceberg tables, which allows you to perform inserts, updates, and deletes in your data lake at scale using familiar SQL statements that are compliant with ACID (Atomic, Consistent, Isolated, Durable). Apache Iceberg is an open table format for data lakes that manages large collections of files as tables.

Data Lake 72

Data Lake Snapshot Optimization Data Transformation 72

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Testing

Ontotext

APRIL 27, 2023

ONTOTEXT ANSWER: The question of optimizing any database is often a critical one. Even with the rise of cloud computing and how easy it is to obtain hardware nowadays, computing power does not come cheap. So, what is most optimal for performance and how to save costs? There are essentially three attributes that heavily impact GraphDB’s performance.

Optimization 52

Optimization Cost-Benefit Risk Technology 52

BI-Survey

APRIL 27, 2023

While most continue to struggle with data quality issues and cumbersome manual processes, best-in-class companies are making improvements with commercial automation tools. The data vault has strong adherents among best-in-class companies, even though its usage lags the alternative approaches of third-normal-form and star schema. Compared with laggards, a higher portion of best-in-class companies adopt the data vault, embrace its standards, and intend to expand their use of it.

Modeling 52

Modeling Data Warehouse Data Quality Business Driver 52

Dataiku

APRIL 27, 2023

I always enjoy the entertainment of “How It Started vs. How It's Going ” memes. The juxtaposition of two states by removing the passage of time lends to a dramatic effect. Last week, I found the opportunity to formulate such a contrast from an infographic around innovation in healthcare.

Recreation/Entertainment 52

Recreation/Entertainment IT Modeling 52

CIO Business Intelligence

APRIL 27, 2023

In a few short months, generative AI has become a very hot topic. Looking beyond the hype, generative AI is a groundbreaking technology, enabling novel capabilities as it moves rapidly into the enterprise world. According to a CRM survey, 67% of IT leaders are prioritizing generative AI for their business within the next year and a half—despite looming concerns about generative AI ethics and responsibility.

Enterprise 70

Enterprise Insurance Cost-Benefit Digital Transformation 70

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Risk