Mon.Apr 22, 2024

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Exploring Vanishing and Exploding Gradients in Neural Networks

Analytics Vidhya

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. This journey delves into the depth of gradient descent, activation function anomalies, and weight initialization. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

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Secrets of business-driven IT orgs

CIO Business Intelligence

At 75 years old, accounting and advisory firm Marcum LLP is far from a digital native. Yet Peter J. Scavuzzo, partner and chief information and digital officer, ensures it acts like one, with his technology team identifying and seizing on opportunities that drive company growth. “We’re introducing technology that reinvents how we do business, and in a lot of cases, it has led us to generate revenue,” Scavuzzo explains.

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How to Run Llama 3 Locally?

Analytics Vidhya

Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family. From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware.

Modeling 334
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Salesforce-Informatica acquisition talks falls through: Report

CIO Business Intelligence

Salesforce’s negotiations to acquire enterprise data management software provider Informatica have fallen through as both couldn’t agree on the terms of the deal. That the talks about the deal had come to a close was reported by The Wall Street Journal (WSJ) and Reuters , citing an anonymous source. The disagreement about the terms of the deal is more likely to be around the price of each share of Informatica, WSJ reported, adding that Salesforce was negotiating a mid-30s price per share with th

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Language Translation Using LSTM

Analytics Vidhya

Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data. Long Short-Term Memory (LSTM) models have emerged as a powerful tool for tackling this challenge. They offer the capability to capture both short-term nuances and long-term dependencies within sequences. Before delving into the intricacies of LSTM language translation models, […] The post Language Translation Using LSTM appeared first on Analytics Vidhya.

Modeling 333
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VMware customers take wait-and-see approach amid Broadcom changes

CIO Business Intelligence

When tech giant Broadcom acquired virtualization market leader VMware last October, it restructured licensing terms, laid off thousands of employees, and terminated partner agreements with resellers and service providers. VMware customers were understandably concerned. Broadcom has made a series of acquisitions under CEO Hock Tan’s leadership, including CA Technologies and Symantec’s enterprise security division, and Tan has often cut marketing expenses and dumped parts of the acquired company t

Marketing 119

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5 Free Stanford University Courses to Learn Data Science

KDnuggets

Are you an aspiring data scientist? If so, these free data science courses from Stanford will help you move forward in your data science journey!

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Let the Prompt Battle Begin #11

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #11 appeared first on Analytics Vidhya.

Analytics 309
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Time to digitize all landlines, once and for all (of us)

CIO Business Intelligence

There has been a public challenge to the fact that AT&T is retiring its copper landlines in the state of California. This issue, however, is much bigger than the state of California and AT&T. It is not only national but global as well. In the US alone, there are estimates from 35 million to 100 million landlines still in operation (depending on how you count them), about 14 million of which are business lines.

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Samsung Unveils Fastest-Ever DRAM Chip for AI Applications

Analytics Vidhya

Samsung Electronics has introduced a revolutionary LPDDR5X DRAM chip, heralding a new era in artificial intelligence (AI) applications. This chip boasts unparalleled speed, capacity, and power efficiency, setting a new standard for on-device AI processing. Let’s find out more about this latest innovation from Samsung. Also Read: Meta Unveils Its Best AI Chip Yet Technological […] The post Samsung Unveils Fastest-Ever DRAM Chip for AI Applications appeared first on Analytics Vidhya.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Dynamic DAG generation with YAML and DAG Factory in Amazon MWAA

AWS Big Data

Amazon Managed Workflow for Apache Airflow (Amazon MWAA) is a managed service that allows you to use a familiar Apache Airflow environment with improved scalability, availability, and security to enhance and scale your business workflows without the operational burden of managing the underlying infrastructure. In Airflow, Directed Acyclic Graphs (DAGs) are defined as Python code.

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Free Course on Business Analytics

Analytics Vidhya

Introduction In the data-driven world of today, understanding business analytics is like having a supermachine in your professional toolbox. It involves more than just crunching numbers — it involves uncovering insights that can change the game and propel success. That’s why business analysts are in high demand. But the question is “How to become a […] The post Free Course on Business Analytics appeared first on Analytics Vidhya.

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Cybersecurity e NIS2: come si muovono i CIO per dormire sonni (un po’) più tranquilli

CIO Business Intelligence

La cybersecurity toglie il sonno ai CIO? Sicuramente la grande maggioranza dei Chief Information Officer definisce “priorità numero uno” la sicurezza dei sistemi IT aziendali. Questa attenzione massima rispecchia la consapevolezza che le cyber-minacce sono sempre più numerose e preoccupanti. L’ultimo Rapporto Clusit ha contato 2.779 incidenti gravi a livello globale nel 2023 (+12% rispetto al 2022), di cui 310 in Italia, ovvero l’11% del totale mondiale e un incremento addirittura del 65% in un

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Best Online Microsoft Azure Certification

Analytics Vidhya

Introduction Looking to boost your career in cloud computing? Microsoft Azure certifications are the way to go! In today’s digital era, businesses are rapidly adopting cloud solutions, and Azure is at the forefront of this transformation. Whether you’re a seasoned IT professional or just starting out, getting certified in Azure can open up a world […] The post Best Online Microsoft Azure Certification appeared first on Analytics Vidhya.

Analytics 305
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Marketing Operations in 2025: A New Framework for Success

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.

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For the planet and people: IBM’s focus on AI ethics in sustainability

IBM Big Data Hub

AI can be a force for good, but it might also lead to environmental and sustainability concerns. IBM is dedicated to the responsible development and deployment of this technology, which can enable our clients to meet their sustainability goals. “AI is an unbelievable opportunity to address some of the world’s most pressing challenges in health care, manufacturing, climate change and more,” said Christina Shim, IBM’s global head of Sustainability Software and an AI Ethics

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Microsoft’s New AI Model Made Mona Lisa Sing!

Analytics Vidhya

Microsoft has recently introduced VASA-1, an innovative AI model that breathes life into still images by animating them with lifelike talking faces. A demo video created using this model, showing Mona Lisa rapping, has gone viral, sparking excitement among the masses. However, this new technology has also raised concerns due to its potential applications and […] The post Microsoft’s New AI Model Made Mona Lisa Sing!

Modeling 283
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New AI Tech Careers Stemming from Remote Education

Smart Data Collective

AI technology has created a number of new opportunities for the education sector, which is creating new career opportunities as well.

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Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century

Analytics Vidhya

Introduction The birth of AI in the 1950s, its maturation in the 1960s, and the boom in the 1980s have resulted in today’s GenAI era—a generation witnessing the culmination of decades of innovation, laying the foundation for unprecedented advancements in technology, society, and beyond. GenAI, a subset of artificial intelligence, is known for increased efficiency, […] The post Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century appeared first on Analytics Vidhya.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

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Smart Factories Use AI to Create OT and IT Security Protection

Smart Data Collective

Smart factories offer a number of new solutions for manufacturing companies trying to bolster their bottom lines.

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Microsoft’s VASA-1 Makes Fake Look Like Real

Analytics Vidhya

Introduction In multimedia and communication, the human face is not just a visage but a dynamic canvas, where every subtle movement and expression can articulate emotions, convey unspoken messages, and foster empathetic connections. VASA-1, the premiere model introduced in this work, is a framework for generating realistic talking faces with appealing visual affective skills (VAS) […] The post Microsoft’s VASA-1 Makes Fake Look Like Real appeared first on Analytics Vidhya.

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AI this Earth Day: Top opportunities to advance sustainability initiatives

IBM Big Data Hub

This Earth Day, we are calling for action to conserve our scarcest resource: the planet. To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. The world is behind on addressing climate change.

IoT 77
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Semantic Search with Vector Databases

KDnuggets

Leverage the latest technology to improve our search engine capabilities.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

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.

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I Have Databricks, Why Do I Need Dataiku?

Dataiku

In 2024, AI is no longer a niche technology reserved for a handful of experts; it touches every part of the business. However, it's impossible for everyone to become an expert data practitioner overnight. The key is to equip people with tools that empower them where they are — so they can bring immediate value to the organization.

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Deployable architecture on IBM Cloud: Simplifying system deployment

IBM Big Data Hub

Deployable architecture (DA) refers to a specific design pattern or approach that allows an application or system to be easily deployed and managed across various environments. A deployable architecture involves components, modules and dependencies in a way that allows for seamless deployment and makes it easy for developers and operations teams to quickly deploy new features and updates to the system, without requiring extensive manual intervention.

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How to Standout and Safeguard Your Job in the Generative AI Era

KDnuggets

The secret recipe to excel in your career in AI.

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