Tue.Apr 25, 2023

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RedPajama Completes First Step to Open-Source ChatGPT Alternative

Analytics Vidhya

The first stage of the ambitious project RedPajama’s purpose, was to reproduce the LLaMA training dataset. This dataset contains more than 1.2 trillion tokens. Additionally, it aims to create entirely open-source language models. The RedPajama effort seeks to alter the game by developing completely open-source models, facilitating research and customization.

Modeling 328
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Generative AI Ushers in a New Age of Content and Model Creation

David Menninger's Analyst Perspectives

Generative AI is a class of artificial intelligence used to generate new, seemingly real content. Broadly speaking, AI has traditionally been used to identify patterns in data and apply those patterns to categorize and predict behaviors. For instance, it can organize customers into groups (or clusters) with similar characteristics, or predict which customers are most likely to respond to certain offers.

Modeling 130
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Trending Sources

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Google Bard Learnt Bengali on Its Own: Sundar Pichai

Analytics Vidhya

The recent rise of AI chatbots like Google’s Bard, OpenAI’s ChatGPT, and Microsoft’s Bing has fueled discussions about generative AI’s capabilities and potential downsides. Google CEO Sundar Pichai and OpenAI CEO Sam Altman have both expressed concerns about AI turning harmful if not properly deployed. Furthermore, Altman even admitted to being “scared” of his creation. […] The post Google Bard Learnt Bengali on Its Own: Sundar Pichai appeared first on A

IT 313
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What Oracle’s cloud expansion means for businesses in the Middle East

CIO Business Intelligence

To meet the rapidly growing demand for its cloud services, Oracle has announced plans to open a third public cloud region in Saudi Arabia. Located in Riyadh, the new cloud region will be part of a planned $1.5 billion USD investment from Oracle to expand cloud infrastructure capabilities in the Kingdom. The new region in Riyadh will join Oracle’s existing cloud region in Jeddah and a planned Oracle cloud region in the new city of NEOM.

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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.

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Can AI Have Emotions?

Analytics Vidhya

The origins of artificial intelligence can be traced back to John McCarthy and Marvin Minsky in 1956. Since then, AI has developed into a fascinating journey with significant advancements in various fields. However, the question of whether machines can truly possess intelligence remains controversial. Emotion AI, also known as affective computing, seeks to improve natural […] The post Can AI Have Emotions?

Analytics 312
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ChatGPT, the rise of generative AI

CIO Business Intelligence

Over the last few months, both business and technology worlds alike have been abuzz about ChatGPT, and more than a few leaders are wondering what this AI advancement means for their organizations. Let’s explore ChatGPT, generative AI in general, how leaders might expect the generative AI story to change over the coming months, and how businesses can stay prepared for what’s new now—and what may come next.

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The 7 venial sins of IT management

CIO Business Intelligence

As a CIO you can get advice about how to be more effective from any number of sources, from what you get here in CIO Survival Guide (best practice), to other sources here at CIO.com, to, if you’re desperate, various punditries like Gartner, Forrester, and McKinsey. Most of what you read lists what should be a CIO’s top priorities. They usually read like they were written by Captain Obvious, but that doesn’t make them wrong.

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How Is You.com Set to Kill Google Search?

Analytics Vidhya

You.com: A New Search Experience You.com, a brainchild of former Salesforce executives, was established in 2020 to transform how people search for information online. This AI-driven search engine quickly became a popular alternative to Google Search, thanks to its focus on user privacy and personalized search feature. Personalized Searches for Every User You.com redefines the […] The post How Is You.com Set to Kill Google Search?

Analytics 299
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AI’s one true X factor: Leadership

CIO Business Intelligence

If there are any eternal truths about emerging technologies, it’s that there are always naysayers. Some who deride the value of the latest ingenuity prove prescient. Others, not so much. Ken Olson, president, chairman, and founder of Digital Equipment Corp., famously once advised , “There is no reason for any individual to have a computer in his home.

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Researchers Predict Public Opinion Based on News Consumption

Analytics Vidhya

Public opinion significantly influences the conduct of society. Traditional survey-based methods for gauging public opinion do have certain drawbacks, though. Huge language models like GPT3, PaLM, ChatGPT, Claude, and Bard have been developed, raising concerns about how AI can comprehend and adopt attitudes based on human language. MIT and Harvard University’s most recent research builds […] The post Researchers Predict Public Opinion Based on News Consumption appeared first on Analy

Modeling 288
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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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Top Posts April 17-23: AutoGPT: Everything You Need To Know

KDnuggets

AutoGPT: Everything You Need To Know • Baby AGI: The Birth of a Fully Autonomous AI • Mastering Generative AI and Prompt Engineering: A Free eBook • Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively • A Step-by-Step Guide to Web Scraping with Python and Beautiful Soup

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How Does ChatGPT Work? A Deep Dive Into the AI Revolutionizing Conversations

Analytics Vidhya

A New Era of AI Chatbots The Internet is buzzing with discussions about ChatGPT, a state-of-the-art AI chatbot developed by OpenAI. As a variant of the GPT (Generative Pre-training Transformer) language model, ChatGPT is designed to generate human-like, natural language responses in conversational settings. Generative Pre-training Transformer (GPT) is a type of computer program that […] The post How Does ChatGPT Work?

Modeling 287
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Using ChatGPT to Learn SQL

KDnuggets

And how to use this amazing tool to enhance our SQL skills.

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Bots and beyond: How the AI revolution is shifting the paradigm for customer experience in smart banking

CIO Business Intelligence

Today’s consumers are accustomed to smooth, frictionless online shopping – and they increasingly expect the same kind of digital experiences from their banks. Insider Intelligence found that 89% of U.S. consumers use mobile banking channels, and 70% said mobile banking is now their primary way of accessing their accounts. “Most people do not want to go into a bank to do banking.

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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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4 steps to improving your ESG risk management to increase financial performance

IBM Big Data Hub

Environmental, Social, and Governance (ESG) risk management has emerged as a critical aspect of business strategy for companies worldwide. A 2023 IBM IBV study showed that organizations that are seen as ESG leaders are 43% more likely to outperform their peers on profitability. However, 57% of CEOs admit that defining and measuring the Return on Investment (ROI) and economic benefits of their sustainability efforts remain a significant challenge.

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Salesforce previews EinsteinGPT-powered Field Service Mobile app

CIO Business Intelligence

Salesforce previewed new capabilities for its Field Service application suite on Tuesday, giving an early look at a new mobile application powered by the company’s EinsteinGPT generative AI engine. Salesforce Field Service , which is a part of the company’s Service Cloud , offers applications designed to boost productivity of companies’ frontline workers, lower operating costs, and enhance customer experience.

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Overview of the AI Index Report: Measuring Trends in Artificial Intelligence

KDnuggets

Let’s go over what the Stanford Institute for Human-Centered Artificial Intelligence (HAI) found out about Artificial intelligence.

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Hybrid Workplaces: Fad or Future?

CIO Business Intelligence

As the new year gets underway, organizations are looking beyond the challenges, volatility and reactive mode of the past few years and strategically planning their future to compete and thrive. Two topics that are top of mind are where work gets done and the related impact on office real estate investments and the role of the office going forward. While there is no one size fits all and each leader and worker have their point of view, it’s often helpful to get a data-driven perspective to unders

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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MLOps Best Practices You Should Know

KDnuggets

Implement these tips to improve your MLOps skills and workflows.

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Cross-account integration between SaaS platforms using Amazon AppFlow

AWS Big Data

Implementing an effective data sharing strategy that satisfies compliance and regulatory requirements is complex. Customers often need to share data between disparate software as a service (SaaS) platforms within their organization or across organizations. On many occasions, they need to apply business logic to the data received from the source SaaS platform before pushing it to the target SaaS platform.

Sales 68
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Case Study – Smarten Analytics Case Study: Implementation for Largest Global Air Cooler Company in India

Smarten

The Client is the largest global manufacturer of Air Coolers. The Client is an India-based Multi-National Company with a presence in over sixty (60) countries. As the market leader, this enterprise enjoys a prime position in the residential, industrial and commercial market segments and its brand is considered synonymous with cooling products in the global market.

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Why optimize your warehouse with a data lakehouse strategy

IBM Big Data Hub

In a prior blog , we pointed out that warehouses, known for high-performance data processing for business intelligence, can quickly become expensive for new data and evolving workloads. We also made the case that query and reporting, provided by big data engines such as Presto, need to work with the Spark infrastructure framework to support advanced analytics and complex enterprise data decision-making.

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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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CIOs in an ideal position to advance ESG goals for their organisation

CIO Business Intelligence

Environmental, Social and Governance, or ESG, is dominating board agendas at almost every public and private sector organisation. Underpinning the actions that come from ESG are significant concerns about the environment. Organisations are looking for ways to reduce greenhouse emissions, energy use and expenditure, drive towards ambitious sustainability goals, and make a positive social impact.

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Smart Data Visualization Presents a Clear Picture of Data!

Smarten

Smart Data Visualization Tells a ‘Story’ and Provides Data Insight! Clarity is crucial to business success. The enterprise may need to make a decision about investment, product pricing, opening a new location or other issue. Team members may need to gather and present data to make a recommendation to change activities or direction. No matter how or why you are using data, the presentation of that data, and the ability to provide flexible visualization and reporting can dramatically change your o

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Tackling Algae Inundation With Machine Learning

Dataiku

Because of climate change, algae inundation has increased dramatically in the Caribbean Sea in recent years. It has yielded negative consequences on biodiversity, the local economy, and public health by releasing toxic gases that safety organizations need to carefully monitor and forecast. We will see how to predict the hydrogen sulfide (Hâ‚‚S) emissions caused by algae grounding by leveraging multimodal data: time series, satellite data, and oceanic weather.

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5 Data Governance Mistakes to Avoid

Alation

It’d be difficult to exaggerate the importance of data in today’s global marketplace, especially for firms which are going through digital transformation (DT). As firms mature their transformation efforts, applying Artificial Intelligence (AI), machine learning (ML) and Natural Language Processing (NLP) to the data is key to putting it into action quickly and effecitvely.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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2023 CIO 100 UK Awards Open for Entries and Launch New Recognition Awards

CIO Business Intelligence

The CIO 100 returns for 2023 to showcase and celebrate the top 100 CIOs and their teams across the UK. The Official CIO 100 Awards UK acknowledges the best and brightest CIOs and technology leaders in the UK, celebrating their digital transformation achievements, and reflecting on themes and ideas which emerged from submissions. The awards are open exclusively to IT leaders in the UK, with winners receiving an invitation to the live awards to celebrate peers, announcements as a 2022 winner via C

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5 Data Governance Mistakes to Avoid

Alation

It’d be difficult to exaggerate the importance of data in today’s global marketplace, especially for firms which are going through digital transformation (DT). As firms mature their transformation efforts, applying Artificial Intelligence (AI), machine learning (ML) and Natural Language Processing (NLP) to the data is key to putting it into action quickly and effecitvely.

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Real World Programming with ChatGPT

O'Reilly on Data

This post is a brief commentary on Martin Fowler’s post, An Example of LLM Prompting for Programming. If all I do is get you to read that post, I’ve done my job. So go ahead–click the link, and come back here if you want. There’s a lot of excitement about how the GPT models and their successors will change programming. That excitement is merited. But what’s also clear is that the process of programming doesn’t become “ChatGPT, please build me an enterprise application to sell shoes.

Testing 327
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A Complete Guide To Spider Charts With Best Practices And Examples Of When To Use Them 

datapine

Table of Contents 1) What Is A Spider Chart? 2) When To Use Spider Graphs 3) Types Of Radar Charts 4) Radar Graph Best Practices 5) Spider Chart Examples If you are reading this blog post then you must be somewhat aware of the value of data visualization. Because they make complex data more accessible and understandable for a wide range of audiences, graphs and charts, permeate all areas of our lives with their multiple use cases in the news, media, politics, and business.

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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.