Sat.Mar 23, 2024 - Fri.Mar 29, 2024

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Step-by-Step Guide to Training ML Model with No Code

Analytics Vidhya

Machine learning (ML) can seem complex, but what if you could train a model without writing any code? This guide unlocks the power of ML for everyone by demonstrating how to train a ML model with no code. Dataset Used The Iris dataset is a classic in the field of machine learning, offering a straightforward […] The post Step-by-Step Guide to Training ML Model with No Code appeared first on Analytics Vidhya.

Modeling 278
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ChatGPT, Author of The Quixote

O'Reilly on Data

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. We have many current and future copyright challenges: training may not infringe copyright, but legal doesn’t mean legitimate—we consider the analogy of MegaFace where surveillance models have been trained on photos of minors, for example, without informed consent.

Modeling 211
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10 best practices when partnering for strategic skills

CIO Business Intelligence

Enterprise CIOs have always been at a disadvantage competing with tech firms for skilled IT pros, but accelerated transformation efforts and an AI gold rush have significantly intensified the talent war, prompting CIOs to increasingly turn to outside firms for help. “Collaboration with external partners allows enterprises to enhance their IT prowess, drive innovation, and bridge skill gaps more effectively amid a swiftly evolving digital landscape,” says Arpita Dwivedi, practice director at Ever

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A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley

KDnuggets

Learn everything about data science by exploring our curated collection of free courses from top universities, covering essential topics from math and programming to machine learning, and mastering the nine steps to become a job-ready data scientist.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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30+ ChatGPT Prompts You Can Use Get the Dream Job in 2024

Analytics Vidhya

Introduction Hey there! Looking to nail that dream job in 2024? Well, you’re in the right place! Welcome to our blog, where we spill the beans on harnessing the power of ChatGPT for turbocharged job hunting. Say goodbye to bland resumes and nerve-wracking interviews because we’ve got your back. From crafting standout resumes to acing […] The post 30+ ChatGPT Prompts You Can Use Get the Dream Job in 2024 appeared first on Analytics Vidhya.

Analytics 295
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Ahead of the curve: How generative AI is revolutionizing the content supply chain

IBM Big Data Hub

The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive. With content demands expected to grow in the next few years, organizations need to create more content at a faster pace to meet customer expectations and business needs. Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain.

More Trending

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The Promise of Edge AI and Approaches for Effective Adoption

KDnuggets

Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing.

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MIT Breakthrough: 30x Faster AI Image Generation using Distribution Matching Distillation

Analytics Vidhya

MIT researchers have made a significant breakthrough in AI image generation. They’ve developed a technique called “distribution matching distillation” (DMD) that can make popular AI image generators like DALL-E 3 and Stable Diffusion run up to 30 times faster. Here’s How it Works Here’s the impressive efficiency of DMD: It creates compact versions of these […] The post MIT Breakthrough: 30x Faster AI Image Generation using Distribution Matching Distillation ap

Analytics 300
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Demystifying Multimodal LLMs

Dataiku

Picture this : You’re scrolling through your favorite social media platform, and you come across a stunning image of a picturesque landscape. Intrigued, you type in a question about the location, expecting a response from a fellow user. But instead, a machine seamlessly identifies the scene and its location, provides a detailed description, and even suggests nearby attractions.

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Salesforce adds Contact Center updates to Service Cloud

CIO Business Intelligence

Salesforce has announced new Contact Center updates to its Service Cloud — an offering targeted at bettering customer experience and boosting the productivity of service teams. The new updates to the Contact Center include features such as conversation mining and generative AI -driven survey summarization among other features. Dubbed Einstein Conversation Mining, one of the new features will allow an enterprise’s service team to aggregate and analyze conversation data, with the help of Data Cl

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

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EclipseStore enables high performance and saves 96% data storage costs with WebSphere Liberty InstantOn

IBM Big Data Hub

As AI technology advances, the need for high-performance, cost-effective and easily deployable solutions reached unprecedented levels. EclipseStore, a groundbreaking data storage platform from MicroStream , is revolutionizing the development of cutting-edge software applications. IBM ® collaborated with MicroStream to integrate the IBM WebSphere ® Liberty InstantOn feature within EclipseStore.

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Guide to Migrating from Databricks Delta Lake to Apache Iceberg

Analytics Vidhya

Introduction In the fast changing world of big data processing and analytics, the potential management of extensive datasets serves as a foundational pillar for companies for making informed decisions. It helps them to extract useful insights from their data. A variety of solutions has been emerged in past few years , such as Databricks Delta […] The post Guide to Migrating from Databricks Delta Lake to Apache Iceberg appeared first on Analytics Vidhya.

Big Data 270
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Exploring real-time streaming for generative AI Applications

AWS Big Data

Foundation models (FMs) are large machine learning (ML) models trained on a broad spectrum of unlabeled and generalized datasets. FMs, as the name suggests, provide the foundation to build more specialized downstream applications, and are unique in their adaptability. They can perform a wide range of different tasks, such as natural language processing, classifying images, forecasting trends, analyzing sentiment, and answering questions.

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Women in tech increasingly dissatisfied, job search rates surge

CIO Business Intelligence

A troubling trend within the tech industry is coming into sharp focus: women are significantly more likely to be actively seeking new employment than their male counterparts. A new study from the tech job search platform Dice reveals that 38% of women in tech are currently engaged in a job search, compared to 30% of men. The primary drivers of this dissatisfaction are a persistent pay gap and workplace culture issues that often leave women feeling marginalized.

Reporting 104
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Hyperscale vs. colocation: Go big or go rent?

IBM Big Data Hub

Here’s the situation: You’re the CIO or similarly empowered representative of an organization. Different voices within your business are calling attention to the awesome scalability and power of hyperscale computing, which you’ve also noticed with increasing interest. Now the word comes down from on high that you’ve been tasked with designing and implementing your company’s hyperscale computing solution—whatever that should be.

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Zoom Introduces Zoom Workplace, an AI-Powered Collaboration Hub 

Analytics Vidhya

Zoom introduces Zoom Workplace, a new platform designed to be the central hub for all your work communication and collaboration needs. This platform leverages AI, specifically Zoom AI Companion, to improve employee skills and make teamwork more efficient. This is going to be an open platform, allowing for easy integration with existing tools and apps, […] The post Zoom Introduces Zoom Workplace, an AI-Powered Collaboration Hub appeared first on Analytics Vidhya.

Analytics 312
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#ClouderaLife Employee Spotlight: Jess Hohn-Cabana

Cloudera

Meet Cloudera’s new Senior Vice President of Global Communications, Jess Hohn-Cabana. In this Employee Spotlight, we’ll get to know more about Jess, her new role, and her recent award win at the 2024 Ragan Top Women in Communications Awards. Get to Know Jess: A Seasoned Leader in Tech Communications and Branding Coming to Cloudera with nearly three decades of experience in tech communications and branding, Jess is a leader and a visionary on all things storytelling.

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How to get your CFO to buy into a better model for IT funding

CIO Business Intelligence

CFOs want certainty when it comes to spend. And they want to know exactly how much return on investment (ROI) can be expected when IT leaders make technology-related changes. Meanwhile, CIOs want certainty when it comes to funding. Continuous and dependable funding facilitates IT leaders’ ability to deliver leading-edge technology solutions while not increasing technical debt.

Modeling 124
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Mastering Python for Data Science: Beyond the Basics

KDnuggets

This article serves as a detailed guide on how to master advanced Python techniques for data science. It covers topics such as efficient data manipulation with Pandas, parallel processing with Python, and how to turn models into web services.

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12 Best Free Deep Learning eBooks

Analytics Vidhya

Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read. This […] The post 12 Best Free Deep Learning eBooks appeared first on Analytics Vidhya.

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Introducing enhanced functionality for worker configuration management in Amazon MSK Connect

AWS Big Data

Amazon MSK Connect is a fully managed service for Apache Kafka Connect. With a few clicks, MSK Connect allows you to deploy connectors that move data between Apache Kafka and external systems. MSK Connect now supports the ability to delete MSK Connect worker configurations, tag resources, and manage worker configurations and custom plugins using AWS CloudFormation.

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Think you can ignore quantum computing? Think again.

CIO Business Intelligence

“It’s been known since the 1990s that a large-scale quantum computer will be able to break many of the crypto systems we rely on for security,” says Dustin Moody, leader of Post Quantum Cryptography (PQC) at the National Institute for Standards and Technology (NIST) in Maryland. In 1994, American mathematician Peter Shor developed quantum algorithms to factor integers and solve the discrete logarithm problem.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

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.

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The “hidden figures” of AI: Women shaping a new era of ethical innovation

IBM Big Data Hub

The end of March marks the conclusion of Women’s History Month. And despite the increased focus on women’s issues and contributions to society throughout the month, the conversation would be incomplete without recognizing how indispensable the success of women—past and present—has been in the tech industry. In particular, women are leading the way every day toward a new era of unprecedented global innovation in the field of generative AI.

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Improve Productivity with These 7 Google Gemini Prompts

Analytics Vidhya

Introduction In today’s world of digital assistance, Google Gemini stands out as a game-changer, shaking up productivity tools with its many capabilities. As a powerful language model, Gemini goes beyond the usual, providing a flexible set of tools to make tasks easier across different areas, from handling emails to crunching complex data. It fits seamlessly […] The post Improve Productivity with These 7 Google Gemini Prompts appeared first on Analytics Vidhya.

Modeling 278
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7 Steps to Mastering Large Language Model Fine-tuning

KDnuggets

From theory to practice, learn how to enhance your NLP projects with these 7 simple steps.

Modeling 103
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Government, Energy, and IT sectors identified as primary targets for cyber threat actors in the UAE

CIO Business Intelligence

Cybersecurity is established as one of the priorities of companies in the UAE, proof of this is the increase in investment and the participation of the CISO in the management committee. Cybersecurity in UAE’s companies is one of the top priorities; new work models and growing cyber threats have caused companies to dedicate more staff and capital to mitigating these types of risks.

IT 111
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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Celebrating the women of IBM AI Ethics

IBM Big Data Hub

For more than 100 years, IBM’s founding principles have inspired efforts to promote equality, fairness and inclusion in the workplace and society. The company has lived the value of “respect for the individual” by championing employment practices that reward ability over identity and that make work more attainable for all. In 1935, approximately twenty years after IBM was founded, it began hiring women into professional roles.

Risk 90
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WhatsApp Testing AI Image Editing Feature Alongside Ask Meta Integration

Analytics Vidhya

Introduction WhatsApp is working on exciting new features that could change how we use the app. This includes an AI-powered image editor and integration with Ask Meta AI, a feature that lets you ask questions directly within WhatsApp. While specifics are still under wraps as the features are being tested, they have the potential to […] The post WhatsApp Testing AI Image Editing Feature Alongside Ask Meta Integration appeared first on Analytics Vidhya.

Testing 302
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Pydantic Tutorial: Data Validation in Python Made Simple

KDnuggets

Want to write more robust Python applications? Learn how to use Pydantic, a popular data validation library, to model and validate your data.

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Women IT leaders take center stage

CIO Business Intelligence

Judy Balaban has seen firsthand how stepping into the professional spotlight, even on a small stage, pays dividends. Early in her career as a program management specialist at AT&T, Balaban became an active member with the Project Management Institute’s New Jersey chapter, which put her front and center at plenty of events. She considered her commitments to PMI as a way to give back to her professional community.

IT 105
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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.