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 132
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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 137
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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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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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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 399

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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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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 115
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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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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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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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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 120
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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 363
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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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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 365
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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 349
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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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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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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.

Analytics 312
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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 331
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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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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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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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5 Books Every GenAI Enthusiast Should Read

Analytics Vidhya

Introduction As technology continues to surge forward, the sphere of Artificial Intelligence (AI) is not only expanding but also diversifying into various subfields, with Generative AI leading the charge. GenAI, the fusion of creativity and AI, is poised to transform industries across the globe. According to industry projections, the GenAI sector is forecasted to burgeon […] The post 5 Books Every GenAI Enthusiast Should Read appeared first on Analytics Vidhya.

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Meet Gemini: Google’s Answer to ChatGPT

Analytics Vidhya

In the ever-evolving world of artificial intelligence, Google has now made a groundbreaking leap with its latest creation, Gemini AI. According to Google, Gemini, optimized for different sizes: Ultra, Pro and Nano, is their most capable and general model yet, with state-of-the-art performance across many leading benchmarks. This advanced conversational AI model has the potential […] The post Meet Gemini: Google’s Answer to ChatGPT appeared first on Analytics Vidhya.

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What is the Importance of Data Culture in Organizations? 

Analytics Vidhya

Introduction Culture is what people do when no one is looking. Herb Kelleher ( Co-Founder, SouthWest Airlines) In today’s fast-paced business landscape, making informed decisions is crucial. Do you know that 60% of businesses stress the importance of empowering employees with data literacy through strategic training? Additionally, a whopping 75% of business leaders see the […] The post What is the Importance of Data Culture in Organizations?

Analytics 292
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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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What is Google Gemini? Features, Usage and Limitations

Analytics Vidhya

Introduction Google Gemini, a revolutionary tool in the tech landscape, has been making waves in the data science field. This article aims to provide an in-depth analysis of Google Gemini, its features, usage, and integration with artificial intelligence (AI). What is Google Gemini? Google Gemini is a powerful tool that streamlines data analysis and visualization. […] The post What is Google Gemini?

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Hands-On Guide To Librosa For Handling Audio Files

Analytics Vidhya

Introduction Librosa is a powerful Python library that offers a wide range of tools and functionalities for handling audio files. Whether you’re a music enthusiast, a data scientist, or a machine learning engineer, Librosa can be a valuable asset in your toolkit. In this hands-on guide, we will explore the importance of Librosa for audio […] The post Hands-On Guide To Librosa For Handling Audio Files appeared first on Analytics Vidhya.

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OpenAI Prepares for Ethical and Responsible AI

Analytics Vidhya

OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework. This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. Meanwhile, it also emphasizes OpenAI’s commitment to halt deployment and development if safety mitigations fall behind.

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Top 10 Sentiment Analysis Datasets

Analytics Vidhya

Introduction Sentiment analysis is a powerful technique used to determine the emotional tone behind a series of texts, such as social media posts, customer reviews, or news articles. By analyzing the sentiment expressed in these texts, businesses and organizations can gain valuable insights into public opinion, customer satisfaction, and brand perception.

Analytics 295
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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.