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Memory Profiling in Python

Analytics Vidhya

Introduction Creating high-performing and efficient apps requires optimizing memory utilization in the present software development environment. Memory profiling is an efficient technique for accomplishing this. Memory profiling examines a program’s memory usage and finds memory-intensive code segments, possible memory leaks, and optimization possibilities.

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Bruselas considera que los bancos deben asumir plena responsabilidad al emplear IA

CIO Business Intelligence

Bruselas continúa perfilando los límites del uso de la inteligencia artificial (IA) y disipando dudas acerca de la responsabilidad civil y legal en el desempeño de cualquier actividad que incorpore la citada tecnología. Así, según advirtió el organismo de Control de Valores del bloque de los Veintisiete en su primera declaración sobre IA, los bancos y los fondos de inversión afincados en la Eurozona no podrán eludir la responsabilidad de las juntas directivas y la obligación legal de proteger a

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Process mining helps IT leaders modernize business operations

CIO Business Intelligence

Following a legislative review of state purchases in fiscal year 2022, the state of Oklahoma discovered that its agencies had procured more than $3 billion worth of goods and services outside the oversight of its Office of Management and Enterprise (OMES) Central Purchasing division. “Understandably, state leaders were concerned,” says CIO Joe McIntosh.

IT 138
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5 Free Python Courses for Data Science Beginners

KDnuggets

Are you a data science beginner looking to learn Python? Start learning today with these 5 free courses.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Responsible AI can revolutionize tax agencies to improve citizen services

IBM Big Data Hub

The new era of generative AI has spurred the exploration of AI use cases to enhance productivity, improve customer service, increase efficiency and scale IT modernization. Recent research commissioned by IBM® indicates that as many as 42% of surveyed enterprise-scale businesses have actively deployed AI, while an additional 40% are actively exploring the use of AI technology.

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Implement a full stack serverless search application using AWS Amplify, Amazon Cognito, Amazon API Gateway, AWS Lambda, and Amazon OpenSearch Serverless

AWS Big Data

Designing a full stack search application requires addressing numerous challenges to provide a smooth and effective user experience. This encompasses tasks such as integrating diverse data from various sources with distinct formats and structures, optimizing the user experience for performance and security, providing multilingual support, and optimizing for cost, operations, and reliability.

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10 generative AI certs and certificate programs to grow your skills

CIO Business Intelligence

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives. The State of Generative AI in the Enterprise report from Deloitte found that 75% of organizations expect generative AI technology to impact talent strategies within the next two years, and 32% of organizations that reported “very high” levels of generative AI expertise

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Top SQL Queries for Data Scientists

KDnuggets

SQL seems like a data science underdog compared to Python and R. However, it’s far from it. I’ll show you here how you can use it as a data scientist.

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Bringing Financial Services Business Use Cases to Life: Leveraging Data Analytics, ML/AI, and Gen AI

Cloudera

The financial services industry is undergoing a significant transformation, driven by the need for data-driven insights, digital transformation, and compliance with evolving regulations. In this context, Cloudera and TAI Solutions have partnered to help financial services customers accelerate their data-driven transformation, improve customer centricity, ensure compliance with regulations, enhance risk management, and drive innovation.

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Embrace Reinvention To Drive Growth: Five Key Takeaways from Forrester’s B2B Summit North America 2024

Srividya Sridharan

It’s hard to believe that Forrester’s B2B Summit North America was almost a month ago. But wow, what an incredible week it was! The energy was palpable, and the momentum is set to carry B2B leaders and their organizations forward to growth and reinvention.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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10 Innovative Uses of Meta AI for Everyday Tasks

Analytics Vidhya

Introduction Meta AI provides a wide array of functions designed to enhance communication, efficiency, and creativity across various fields. These functions range from answering queries and generating text to translating languages and creating images. This article highlights 10 uses of Meta AI, showcasing its potential to transform the way we use AI chatbots for everyday […] The post 10 Innovative Uses of Meta AI for Everyday Tasks appeared first on Analytics Vidhya.

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AI, cybersecurity investments and identity take center stage at RSA 2024

CIO Business Intelligence

It was truly a good use of time attending the 33rd RSA Conference in San Francisco, along with over 40,000 attendees, networking with the leading minds in the cybersecurity industry. For many, this spring’s RSA show was an energized, optimistic experience, similar to the pre-pandemic years of 2017-2019. There was a definite buzz about cybersecurity investments and M&A picking up steam, AI-based defense and AI-delivered industry models, and overall product innovation.

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5 Python Best Practices for Data Science

KDnuggets

Level up your Python skills for data science with these by following these best practices.

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Cloudera Introduces AI Inference Service With NVIDIA NIM

Cloudera

We are excited to announce a tech preview of Cloudera AI Inference service powered by the full-stack NVIDIA accelerated computing platform, which includes NVIDIA NIM inference microservices , part of the NVIDIA AI Enterprise software platform for generative AI. Cloudera’s AI Inference service uniquely streamlines the deployment and management of large-scale AI models, delivering high performance and efficiency while maintaining strict privacy and security standards.

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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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Alteryx to Dataiku: Feature Differences

Dataiku

Hello and welcome to our final installment of the Alteryx to Dataiku series! If you missed the previous articles, they can be found here. For today’s episode, let’s have a look at some other, less obvious but still important differences between the two platforms, and what the effects of these differences are.

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Top 9 Python Libraries for Data Engineers

Analytics Vidhya

Introduction Python is the favorite language for most data engineers due to its adaptability and abundance of libraries for various tasks such as manipulation, machine learning, and data visualization. This post looks at the top 9 Python libraries necessary for data engineers to have successful careers. We will look at each library’s unique features and […] The post Top 9 Python Libraries for Data Engineers appeared first on Analytics Vidhya.

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Beginner’s Guide to Machine Learning with Python

KDnuggets

Master the Fundamentals of Predictive Modeling with Python: An In-Depth Guide to Machine Learning Algorithms and Sci-kit Learn Implementation.

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BusinessObjects Joins The Immortals

Paul Blogs on BI

SAP recently announced a further extension of the BusinessObjects roadmap along with a new cadence of software releases. The next major release of BusinessObjects, BI 2025, will be the first of a new naming convention and release pattern going forward. Previous releases with BusinessObjects 4.1, 4.2 and 4.3 have followed a pattern of a new service pack annually for up to 5 years which contains both fixes and new features/functionality.

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Get Better Network Graphs & Save Analysts Time

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.

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Color on Color – Is This Readable??? Short Answer (NO!) & Long Answer (Official Contrast Checker)

Depict Data Studio

Is “color on color” hard to read? Short answer: YES. Long answer: Let’s do an official color contrast check: [link] You’ll also see how to fix it. What’s Inside 0:00 Intro to Yellow on Red Example from Workshop 0:16 The Short Answer (Avoid Color on Color) 0:29 The Long Answer (Color Contrast Check) 1:35 Rules for Regular vs.

IT 52
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How to use sum() Function in Python?

Analytics Vidhya

Introduction In this article, you’ll discover an in-depth exploration of the sum() function in Python, a crucial built-in utility for aggregating numbers across various iterable types. We begin by explaining the fundamental syntax and parameters of the sum() function, followed by detailed examples showcasing its application to lists, dictionaries, sets, and tuples.

Analytics 295
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PwC integrates ChatGPT Enterprise into its practice, becomes a reseller

CIO Business Intelligence

Consulting firm PwC announced Wednesday that it is accelerating its adoption of generative AI in the US and UK through an agreement with OpenAI that it said makes it both the first reseller for ChatGPT Enterprise and the product’s largest user. “PwC consultants are leveraging the capabilities of ChatGPT Enterprise as a valuable tool in their work,” said partner and GenAI leader at PwC, Bret Greenstein.

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5 Best End-to-End Open Source MLOps Tools

KDnuggets

Explore free and open-source MLOps tools for enhanced data privacy and control over your models and code.

Modeling 107
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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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.

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Exploring the Gartner® Critical Capabilities for Data Integration Report Tools

Data Virtualization

Reading Time: 2 minutes Gartner Critical Capabilities documents compare vendors across a set of designated capabilities, and they are meant to be read in conjunction with Gartner Magic Quadrant reports, for an understanding of how the different vendors compare. In this post, I’d like. The post Exploring the Gartner® Critical Capabilities for Data Integration Report Tools appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Dataiku Launches EU AI Act Readiness Program

Dataiku

The EU AI Act is poised to become one of the most comprehensive and stringent AI regulations globally. With high standards for quality, risk management, monitoring, human oversight, and transparency, the EU AI Act aims to ensure that AI systems deployed in the European Union align with ethical standards and societal values. Non-compliance can lead to severe penalties, including fines up to €35 million or 7% of a company’s global turnover, whichever is higher.

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How to Summarize Text with Transformer-based Models?

Analytics Vidhya

Introduction One of the most important tasks in natural language processing is text summarizing, which reduces long texts to brief summaries while maintaining important information. This subject has been transformed by Transformers, which are sophisticated deep learning models that provide unmatched performance in extractive and abstractive summarization techniques.

Modeling 300
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SAP AI pact with AWS offers customers more gen AI options

CIO Business Intelligence

SAP is expanding its AI ecosystem with a partnership with AWS. Such AI partnerships are important for SAP, said Chief Technology Officer Jürgen Müller, pointing to other cooperations, for example with IBM, the chip manufacturer Nvidia and various universities. In addition, SAP is also working closely with Microsoft and Google on AI. The cloud hyperscalers AWS, Google and Microsoft are also important platform partners to operate SAP’s cloud applications.

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The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

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. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene

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How AI is Transforming the Retail Industry

KDnuggets

Let’s go beyond the traditional retail industry and discuss how advanced AI-powered innovations are driving business growth.

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Matching Skills and Candidates with Graph RAG

Ontotext

Motivation Asking “business” questions in natural language and having an oracle produce the perfect answer has been a sought-after feature since antiquity. Where once people would confide in divine oracles, golems, or fairies, today we trust our search platforms to digest encyclopaedic knowledge and make it easily available. In reality, the perfect answer may not exist, but surely there can be useful answers, in particular if formulating the question is made very easy.

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I Have NVIDIA, Why Do I Need Dataiku?

Dataiku

Computation is crucial when building data products. If you're stuck with slow CPUs, you may lack the computing power needed for your innovative machine learning (ML) models and Generative AI (GenAI) projects.

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Blood Cell Segmentation with Mask R-CNN

Analytics Vidhya

Introduction Analysis of blood cells is a important step in the diagnosis of a wide range of medical disorders like infections and anaemia to more serious diseases like leukaemia. Conventionally, this was done the old way – where a lab technician would go through microscope blood smear slides, spending a couple of hours. This process […] The post Blood Cell Segmentation with Mask R-CNN appeared first on Analytics Vidhya.

Analytics 298
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How To Get Promoted In Product Management

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.