AWS Big Data

APRIL 4, 2024

Many enterprises are migrating their on-premises data stores to the AWS Cloud. During data migration, a key requirement is to validate all the data that has been moved from source to target. This data validation is a critical step, and if not done correctly, may result in the failure of the entire project. However, developing custom solutions to determine migration accuracy by comparing the data between the source and target can often be time-consuming.

Data Quality 61

Data Quality Data Lake Data Warehouse Data-driven 61

Analytics Vidhya

APRIL 4, 2024

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

Modeling 276

Modeling Visualization Interactive Technology 276

O'Reilly on Data

APRIL 4, 2024

“The economic problem of society…is a problem of the utilization of knowledge which is not given to anyone in its totality.” —Friedrich A. Hayek, “ The Use of Knowledge in Society ” Silicon Valley venture capitalists and many entrepreneurs espouse libertarian values. In practice, they subscribe to central planning: Rather than competing to win in the marketplace, entrepreneurs compete for funding from the Silicon Valley equivalent of the Central Committee.

Marketing 153

Marketing Modeling Finance Experimentation 153

Analytics Vidhya

APRIL 4, 2024

Explore the revolutionary field of Generative AI by enrolling in one of our top ten carefully chosen courses! These courses aim to spark your interest and provide you with the knowledge and abilities required to make innovative contributions in the field of artificial intelligence. Topics range from comprehending the fundamentals of Generative Adversarial Networks (GANs) […] The post Top 10 Free Generative AI Courses appeared first on Analytics Vidhya.

Analytics 268

Analytics 268

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Visualization

KDnuggets

APRIL 4, 2024

These GitHub repositories provide valuable resources for mastering computer science, including comprehensive roadmaps, free books and courses, tutorials, and hands-on coding exercises to help you gain the skills and knowledge necessary to thrive in the ever-evolving field of technology.

Technology 131

Technology 131

Analytics Vidhya

APRIL 4, 2024

Replit, an AI-driven software creation platform, has enhanced its Integrated Development Environment (IDE) through AI integration. At the Developer Day event held on April 2nd, Replit launched an innovative AI code repair tool and a collaborative platform named Replit Teams on its IDE. Replit Teams aims to provide developers with a new experience in collaboration […] The post Replit Launches AI Code Repair Tool appeared first on Analytics Vidhya.

Software 265

Software Analytics IT 265

Analytics Vidhya

APRIL 4, 2024

Remember when we were in school or college, Facebook and Google first burst onto the scene? Those were incredibly exciting times. Social media was still in its infancy, and Google quickly became the go-to search engine for all our queries. Little did we know that they would become the corporate titans they are today. Fast-forward […] The post Is MANGO the New FAANG of Generative AI Era?

Analytics 244

Analytics IT Data Science 244

CIO Business Intelligence

APRIL 4, 2024

Cisco and eight other companies today announced they would form the AI-Enabled ICT Workforce Consortium, as a venue to share generative AI knowledge and expertise in the workforce, and to help workers gain skills relevant to the newly AI-centric jobs of tomorrow. In an official statement, the companies said that the first order of business would be to create a broad-based report on the state of AI expertise among workers, which would also provide “actionable insights” for companies and their emp

Reporting 114

Reporting Technology Marketing Enterprise 114

Analytics Vidhya

APRIL 4, 2024

Artificial intelligence (AI) researchers at Anthropic have uncovered a concerning vulnerability in large language models (LLMs), exposing them to manipulation by threat actors. Dubbed the “many-shot jailbreaking” technique, this exploit poses a significant risk of eliciting harmful or unethical responses from AI systems. It capitalizes on the expanded context windows of modern LLMs to break […] The post Anthropic Finds a Way to Extract Harmful Responses from LLMs appeared first

Risk 235

Risk Modeling Analytics IT 235

CIO Business Intelligence

APRIL 4, 2024

Mohammed Al Rawi was appointed as the first CIO of Los Angeles County Public Defender’s (LACPD) office roughly five years ago, signaling the beginning of an era where technology and justice intersect to help the most vulnerable in the court system. He arrived at a crucial time when the office, laden with paper records and outdated legacy systems, desperately needed a digital overhaul.

Digital Transformation 111

Digital Transformation Data Lake ROI Modeling 111

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

Analytics Vidhya

APRIL 4, 2024

Introduction Synthetic voices are artificial computer-generated voices that can sound just like real people. This new AI voice cloning technology uses advanced programs to create very natural-sounding speech. However, there are risks of synthetic voices being misused to spread misinformation, scam people through fake voices, or impersonate others without permission.

Risk 231

Risk Technology Analytics IT 231

CIO Business Intelligence

APRIL 4, 2024

In a fresh round of layoffs, Amazon is laying off hundreds in the company’s cloud division, Amazon Web Services (AWS). The layoffs will affect AWS’ sales, marketing, and brick-and-mortar technology development teams. This move comes as the company seeks to streamline its operations and focus on areas that deliver a better return on investment. “We’ve identified a few targeted areas of the organization we need to streamline in order to continue focusing our efforts on the key strategic areas that

Marketing 111

Marketing Reporting Sales Technology 111

Analytics Vidhya

APRIL 4, 2024

Whether you’re a complete beginner eager to learn your first programming language or an experienced coder looking to expand your skill set, these top 12 free Python courses are here to guide you every step of the way! From creating games and automating everyday tasks to diving into data science and machine learning, Python offers […] The post Top 12 Free Python Courses appeared first on Analytics Vidhya.

Machine Learning 224

Machine Learning Data Science Analytics 224

CIO Business Intelligence

APRIL 4, 2024

One thing that sets apart Foundry events is that they are informed by the always-insightful editorial coverage from titles such as CIO, CSO, and InfoWorld. Members of the event team are not only avid readers, we pick the brains of the journalists to help guide the event content and invite them to join us as session moderators. At our upcoming Data, Analytics & AI Summit – a virtual event taking place April 11 – attendees will hear from CIO editors and contributors, including Paula Rooney, Lu

Data Analytics 108

Data Analytics Data Processing Analytics Enterprise 108

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

Analytics Vidhya

APRIL 4, 2024

Introduction X (formerly Twitter) is an excellent platform for discussing diverse topics. By following knowledgeable individuals, you can gain profound insights into AI and discover the latest trends. Keeping that in mind, we have created a list of 12 top generative AI influencers on X. These influencers offer perspectives from various backgrounds, such as education, […] The post Top 12 Generative AI Influencers on Twitter appeared first on Analytics Vidhya.

Analytics 199

Analytics 199

CIO Business Intelligence

APRIL 4, 2024

Three years ago, Essen-based Eon’s IT function was in the dumps, according to CIO Sebastian Webers’ colleagues when he took on his new role. In his keynote speech at the Hamburg IT Strategy Days in February, Weber looked back on those first three years and the journey he and his team took during that time. At first, Weber made it clear his initial focus wouldn’t be on outstanding chatbot or AI projects, but basic work, or “cleaning up the basement,” as he said.

IT 98

IT Digital Transformation Sales Optimization 98

Analytics Vidhya

APRIL 4, 2024

Introduction In life, we require harmonizing elements that complement each other’s existence. You might have heard that Life is the rider, and time is the ride. Together, they create the journey we call existence. Similarly, if you are in AI and analytics, you need the best mentor, environment, and workstation to excel. You must work […] The post 10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024 appeared first on Analytics Vidhya.

Analytics 205

Analytics Machine Learning Data Science 205

Data Virtualization

APRIL 4, 2024

Reading Time: 4 minutes Providing timely, intuitive access to information has been top-of-mind for many companies, and their data professionals in particular. Over the past few decades, we have been storing up data and generating even more of it than we have known what. The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 98

Data Integration Management Data-driven IT 98

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

Analytics Vidhya

APRIL 4, 2024

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application. This Flask application uses sentiment analysis to categorize tweets as positive or negative. Ready for implementation, the complete project is version-controlled on GitHub. Moving further, we will now walk over […] The post Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx appeared first on Anal

Machine Learning 190

Machine Learning Modeling Analytics 190

KDnuggets

APRIL 4, 2024

Do you want to know how to run LLMs on your computer without installing a lot of dependencies or writing code? Well, you're in luck! By the end of this tutorial, you will have successfully run an LLM using llamafile and interacted with it through a user-friendly interface.

Interactive 85

Interactive IT Modeling 85

CIO Business Intelligence

APRIL 4, 2024

Artificial Intelligence will be a big game changer in the global economy. We have seen a global shift towards AI and advanced technologies in the Middle East. According to PwCm the Middle East is expected to accrue 2% of the total global benefits of AI in 2030. This is equivalent to 320 billion USD. In absolute terms, the largest gains are expected to accrue to Saudi Arabia where AI is expected to contribute over 135.2 billion USD in 2030 to the economy.

Technology 79

Technology 79

IBM Big Data Hub

APRIL 4, 2024

The cloud represents a strategic tool to enable digital transformation for financial institutions As the banking and other regulated industry continues to shift toward a digital-first approach, financial entities are eager to use the benefits of digital disruption. Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few.

Cost-Benefit 61

Cost-Benefit Risk Management Risk Digital Transformation 61

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

CIO Business Intelligence

APRIL 4, 2024

Amazon’s US-based Amazon Fresh stores will no longer offer customers the option to “just walk out,” and will move to a system of scanners attached to carts instead of the more advanced computer vision system that obviated the checkout process altogether. Amazon confirmed the report, first published this week by The Information , in a statement today, saying that it would prioritize the Dash Cart as the checkout option over “just walk out,” which uses a system of smart vision cameras to track cus

Technology 52

Technology IT Cost-Benefit Sales 52

Dataiku

APRIL 4, 2024

By integrating domain-specific knowledge into a Large Language Model (LLM), Retrieval Augmented Generation (RAG) enables the generation of highly tailored and contextually relevant responses. For instance, leveraging product documentation and tutorials, RAG empowers chatbots to provide users with insightful and precise support on the given tool or subject matter.

Strategy 52

Strategy Modeling 52

CIO Business Intelligence

APRIL 4, 2024

L’intelligenza artificiale generativa ha il potere di reinventare ogni aspetto di un business. Le aziende si stanno rendendo conto del suo potenziale, ma prima di poter spostare le loro strategie gen AI dallo status di “promesse” a quello di “profitti”, dovranno rispondere a diverse domande legate alla tecnologia: ho il giusto LLM per il mio settore e la mia funzione?

Strategy 40

Strategy Technology Management 40

Smart Data Collective

APRIL 4, 2024

Big data technology has significantly changed the state of American politics.

Big Data 59

Big Data Technology Analytics 59

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

Data Science and Beyond

APRIL 4, 2024

My key takeaways from reading Fundamentals of Data Engineering by Joe Reis and Matt Housley.

45

45

CIO Business Intelligence

APRIL 4, 2024

Skim recent articles about enterprise architecture (EA) and you’ll notice a contradiction. Of them, plenty suggest that, unless a company develops a strong EA muscle, it will limit itself. Yet just as many seem to question the function’s value, or spotlight material that does. A recent report from Forrester, for example, opens: “[While] enterprise architecture remains a critical capability … many digital and IT professionals view enterprise architecture as a roadblock that adds no real value.

Enterprise 118

Enterprise Digital Transformation Technology Software 118

IBM Big Data Hub

APRIL 4, 2024

The popularity of private cloud is growing, primarily driven by the need for greater data security. Across industries like education, retail and government, organizations are choosing private cloud settings to conduct business use cases involving workloads with sensitive information and to comply with data privacy and compliance needs. In a report from Technavio (link resides outside ibm.com), the private cloud services market size is estimated to grow at a CAGR of 26.71% between 2023 and 2028,

Data Processing 102

Data Processing Cost-Benefit Software Digital Transformation 102

CIO Business Intelligence

APRIL 4, 2024

Michael Fagan, former chief transformation officer at Village Roadshow, examines the proposed changes to the Privacy Act and how CIOs in Australia can prepare for them. Australian privacy legislation is about to undergo a major overhaul with more than 100 proposals under consideration, you can see the detail here. While the exact details of changes to the law remain unknown, there is much that organisations can do to prepare.

Cost-Benefit 92

Cost-Benefit Data Governance Testing Modeling 92

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