December, 2023

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Talk Directly to Your Data Using Everyday Language

KDnuggets

DataGPT is a conversational AI data analytics software provider that delivers analysis at the speed of business questions. DataGPT empowers anyone, in any company, to talk directly to their data using everyday language, revealing expert answers to complex questions instantly.

Software 128
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3 key digital transformation priorities for 2024

CIO Business Intelligence

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows. This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs

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8 big IT failures of 2023

CIO Business Intelligence

IT provides the plumbing for just about every company in existence today. Most of the time, that plumbing works fine — but when something goes wrong, it can be more embarrassing (and more expensive) than the most extravagantly overflowing toilet. We’ve gathered eight instances of big tech failures that struck companies and other organizations in 2023.

IT 138
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CIOs in financial services embrace gen AI — but with caution

CIO Business Intelligence

Highly regulated, customer-centric, and dependent on layers of human involvement and manual processes, financial services are ripe for automation through artificial intelligence (AI). Those same characteristics, however, reveal the risks AI pose to this sector. So business technology leaders in financial services are carefully navigating a path toward AI.

Insurance 141
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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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Scaling AI in a Winter Wonderland: Unwrapping Our Favorite Features of the Year

Dataiku

Here we are on the cusp of 2024. So many exciting product updates have happened at Dataiku this year over the course of six releases. In the first article of this series, we’ll take a look back through the year, but stay tuned for a look ahead to the future in another post, as well as an article on new Generative AI features. As it’s the holiday season, let’s have some fun and review some of the highlights of 2023 as though we’re walking through a winter wonderland!

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A Comprehensive Guide to Implement HuggingFace Models Using Langchain

Analytics Vidhya

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand. HuggingFace is the primary provider of Open Source LLMs, where the model parameters are available to the public, and anyone can use them […] The post A Comprehensive Guide to Implement HuggingFace Models Using Langchain appeared first on Analytics Vidhya.

Modeling 438

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Get your IT team battle-ready for the next holiday rush 

IBM Big Data Hub

Last year, almost 200 million people shopped on Black Friday. Online alone, they spent more than $9 billion. This holiday season, shoppers are ready to shop again and they’re prepared to spend even more. Are your IT systems ready to handle any spikes and keep everyone jolly? Or are you worried that incidents—finicky apps, slow page loads or even downtime— might ruin the holiday spirit along with your bottom line?

IT 120
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Leveraging AI to discover and classify your data in a complex and dynamic landscape

Laminar Security

In the ever-evolving digital landscape, the importance of data discovery and classification can’t be overstated. As we generate and interact with unprecedented volumes of data, the task of accurately identifying, categorizing, and utilizing this information becomes increasingly difficult. This challenge is intensified by complex multi-cloud infrastructures and the swift proliferation of data.

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AI and generative AI are revolutionizing manufacturing…here’s how

CIO Business Intelligence

Manufacturing has been a longstanding pillar of progress for humankind. From the Industrial Revolution over 200 years ago to today, manufacturing has had a profound impact on our lives, made possible by its unrelenting innovation. Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI).

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Dataiku Leads the Pack as 3x AI Partner of the Year in 2023

Dataiku

“If you do something once, people will call it an accident. If you do it twice, they call it a coincidence. But do it a third time, and you've just proven a natural law.” These are the wise words of American computer scientist and mathematician Grace Hopper.

IT 116
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Understanding User Needs and Satisfying Them

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.

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15 Guided Projects to Sharpen Your Data Science Skills

Analytics Vidhya

Introduction In data science, where innovation meets opportunity, the demand for skilled professionals continues to skyrocket. Data science is not merely a career; it’s a gateway to solving complex problems, driving innovation, and shaping the future. With the industry witnessing an annual growth rate exceeding 36%, a career in data science promises both financial rewards […] The post 15 Guided Projects to Sharpen Your Data Science Skills appeared first on Analytics Vidhya.

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Free MIT Course: TinyML and Efficient Deep Learning Computing

KDnuggets

Curious about optimizing AI for everyday devices? Dive into the complete overview of MIT's TinyML and Efficient Deep Learning Computing course. Explore strategies to make AI smarter on small devices. Read the full article for an in-depth look!

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4 Ways to Leverage Data to Help Grow Your Business

Smart Data Collective

Big data technology has been extremely valuable for businesses of all sizes and in all industries. However, many companies still are not using big data to its full potential. According to one survey cited by Dataversity, only 53% of companies report having formalized data strategies.

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The three main types of cryptography

IBM Big Data Hub

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

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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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8 pressing needs for CIOs in 2024

CIO Business Intelligence

With the merging of operational efficiency and embracing new technologies, today’s CIOs are under increasing pressure to do more with less and become both technologists and business leaders, says Sunny Azadeh, CIO at digital services company GlobalLogic. “In a world underpinned by change, it remains constant that digital transformation must be a core organizational competency,” she says.

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Build efficient ETL pipelines with AWS Step Functions distributed map and redrive feature

AWS Big Data

AWS Step Functions is a fully managed visual workflow service that enables you to build complex data processing pipelines involving a diverse set of extract, transform, and load (ETL) technologies such as AWS Glue , Amazon EMR , and Amazon Redshift. You can visually build the workflow by wiring individual data pipeline tasks and configuring payloads, retries, and error handling with minimal code.

Metadata 119
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Building an LLM Model using Google Gemini API

Analytics Vidhya

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space. More than a year after the GPT models were released, there were no big moves from Google, apart from the PaLM API, which […] The post Building an LLM Model using Google Gemini API appeared first on Analytics Vidhya.

Modeling 371
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Building Predictive Models: Logistic Regression in Python

KDnuggets

Image by Author When you are getting started with machine learning, logistic regression is one of the first algorithms you’ll add to your toolbox.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

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.

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7 Jobs Humans Can Do Better Than Robots And AI

Smart Data Collective

The rise of artificial intelligence or AI in the past decades has resulted in collective anxiety worldwide. The common apprehension is that there will be a massive loss of jobs as robots and computers eventually replace employees.

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The advantages and disadvantages of hybrid cloud

IBM Big Data Hub

With the rapid advancements in cloud computing, data management and artificial intelligence (AI) , hybrid cloud plays an integral role in next-generation IT infrastructure. Enterprise-level businesses rely on hybrid cloud solutions to run critical workloads from anywhere by combining and unifying on-premises, private cloud and public cloud environments.

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9 tips for achieving IT service delivery excellence

CIO Business Intelligence

Service delivery excellence is an attribute that far too many IT leaders fail to prioritize. That’s unfortunate given how much of smooth business operations depends on the efficient delivery of IT services today. IT service delivery enables an organization to give end users access to essential IT services by designing, developing, and deploying key technology resources, including applications and data.

IT 139
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7 Easy Ways to Access ChatGPT-4 for Free 

Analytics Vidhya

Introduction In the ever-evolving landscape of AI, OpenAI introduces its most remarkable creation yet – ChatGPT-4. This powerhouse of a language model not only possesses advanced linguistic capabilities but also boasts a groundbreaking vision component. With exceptional performance in reasoning tests and support for 26 languages, GPT-4 stands as OpenAI’s most versatile model to date. […] The post 7 Easy Ways to Access ChatGPT-4 for Free appeared first on Analytics Vidhya.

Testing 361
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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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Apple Secretly Launches Its First Open-Source LLM, Ferret

Analytics Vidhya

Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields. This strategic move reflects Apple’s commitment to stay at the forefront of the rapidly […] The post Apple Secretly Launches Its First Open-Sourc

IT 348
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Here’s How You May Start Using Google’s Gemini?

Analytics Vidhya

Step into the future of conversational AI with Google’s Gemini AI, a model offering unparalleled capabilities in understanding, summarizing, reasoning, coding, and planning. In this article, we’ll talk about how you may start using Gemini AI right now, within Google’s Bard chatbot, unlocking new dimensions of interactive and refined chat experiences.

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NVIDIA Prioritizes Japan for Supply of AI Processors

Analytics Vidhya

In a crucial move reflecting the global race for dominance in artificial intelligence (AI) technology, NVIDIA CEO Jensen Huang has affirmed the company’s commitment to prioritizing Japan’s soaring demand for AI processors. This commitment aligns with Japan’s ambitious endeavors to revitalize its semiconductor infrastructure and make significant strides in AI technology development.

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Artists Develop Tools to Fight AI Copycats

Analytics Vidhya

In the era of artificial intelligence (AI), artists are facing a unique challenge—AI copycats capable of replicating their distinctive styles. This alarming trend has prompted artists to join forces with researchers to develop innovative tech solutions, ensuring the protection of their creative works. This article discusses the latest tools developed to fight such AI copycats. […] The post Artists Develop Tools to Fight AI Copycats appeared first on Analytics Vidhya.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

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Comprehensive Guide to Python’s Tabulate Library

Analytics Vidhya

Introduction In the world of data processing and analysis, the way information is presented can be just as crucial as the data itself. Python’s Tabulate library serves as a powerful tool for creating visually appealing and well-formatted tables. This comprehensive guide will walk you through everything you need to know to master Tabulate and effectively […] The post Comprehensive Guide to Python’s Tabulate Library appeared first on Analytics Vidhya.

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ChatGPT vs Gemini : A Clash of the Titans in the AI Arena

Analytics Vidhya

Introduction Artificial intelligence has witnessed a captivating duel unfold between two titans – Google’s Gemini AI and OpenAI’s ChatGPT. While ChatGPT has enjoyed the spotlight, Gemini AI has quietly built its arsenal, waiting for the opportune moment to strike. And strike it did, unleashing a barrage of impressive benchmarks that have shaken the very foundation […] The post ChatGPT vs Gemini : A Clash of the Titans in the AI Arena appeared first on Analytics Vidhya.

Analytics 337
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Guide to Safely Transforming Interactions with ChatGPT Plugins

Analytics Vidhya

Introduction Once a realm of static content, ChatGPT is undergoing a revolutionary transformation with the infusion of ChatGPT plugins. These plugins act as virtual keys, unlocking uncharted territories in digital storytelling and reshaping user engagement. In this guide, we’ll embark on a journey exploring the seamless integration of ChatGPT plugins into the blogging world, uncovering […] The post Guide to Safely Transforming Interactions with ChatGPT Plugins appeared first on Analy

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The Ultimate Guide to Power BI Visualizations

Analytics Vidhya

Introduction Power BI has emerged as a formidable tool within data science, enabling businesses to formulate informed decisions rooted in data-driven insights. Developed by Microsoft, Power BI Visualizations empower users to visually represent their data and disseminate insights seamlessly across organizational echelons. Its ability to seamlessly embed within applications or websites while establishing connections with […] The post The Ultimate Guide to Power BI Visualizations appeared fir

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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.