Tue.May 23, 2023

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10 Exciting Projects on Large Language Models(LLM)

Analytics Vidhya

Hey job seekers! Want to get noticed? Share your work with potential employers. Especially if you’re in software development or data science. A portfolio of your projects, blog posts, and open-source contributions can set you apart from other candidates. You can demonstrate your skills by creating smaller projects from start to finish. With advanced large […] The post 10 Exciting Projects on Large Language Models(LLM) appeared first on Analytics Vidhya.

Modeling 331
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MicroStrategy World Showcases the Power of One Platform

David Menninger's Analyst Perspectives

MicroStrategy is a long-standing business intelligence and analytics vendor that operates worldwide. Founded in 1989, this publicly traded company with hundreds of millions of dollars in revenue recently held its first in-person conference since prior to the pandemic. Similar to previous in-person events, the event was well attended by about 2,000 attendees and exhibitors.

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How to Become an AI Engineer in 2023?

Analytics Vidhya

Are you ready to dive into the exciting world of AI engineering? AI is revolutionizing industries and transforming our daily lives, from self-driving cars to virtual assistants. But have you ever wondered what it takes to become an artificial intelligence engineer This article will equip you with the essential information to take the first steps […] The post How to Become an AI Engineer in 2023?

Analytics 306
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Accelerating VMware’s growth

CIO Business Intelligence

By Hock Tan, Broadcom President & CEO Innovation comes in many forms. In Broadcom’s case, it has been through a combination of organic growth and growth through acquisition, which has created Broadcom today – a company built from a heritage of American technology pioneers such as AT&T Bell Labs and Hewlett Packard, among others. Broadcom has grown by building on the innovations of businesses with critical products, a strong track record, and significant long-term growth potential.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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Unlocking the Power of Augmented Analytics

Analytics Vidhya

Introduction Data is a treasure, and it is everywhere. However, giving it sound-good names does not and will not make a difference unless it is channeled the right way– towards an “actionable” outcome. As the topic of companies grappling with data preparation challenges kicks in, we hear the term ‘augmented analytics’. It is a term that […] The post Unlocking the Power of Augmented Analytics appeared first on Analytics Vidhya.

Analytics 305
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Free ChatGPT Course: Use The OpenAI API to Code 5 Projects

KDnuggets

With all the buzz surrounding the ChatGPT. Are you eager to make the most out of it? Here is the FREE video course that offers a comprehensive education about OpenAI API through detailed explanations and hands-on projects.

IT 116

More Trending

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How Does Microsoft Fabric Change the Enterprise BI Game?

Paul Turley

Microsoft Fabric (#MicrosoftFabric), the new Unified Analytics platform, was announced this morning, literally moments before the Build Conference. Satya made the official announcement in the keynote address. Why is this big news and why is it important? In a few words, this is the most significant expansion to the Power BI and the analytics platform since the product was introduced.

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OpenAI Leaders Write About The Risk Of AI, Suggest Ways To Govern

Analytics Vidhya

OpenAI is one of the leading research laboratories in artificial intelligence (AI). It has yet again emphasized the need for governance of AI systems. The lab published a blog on May 22nd by Sam Altman, Greg Brockman, and Ilya Sutskever. They are all key figures behind the development of ChatGPT. They have called for the […] The post OpenAI Leaders Write About The Risk Of AI, Suggest Ways To Govern appeared first on Analytics Vidhya.

Risk 284
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What Are Foundation Models and How Do They Work?

KDnuggets

Foundation models represent a significant advancement in AI, enabling versatile and high-performing models that can be applied across various domains, such as NLP, computer vision, and multimodal tasks.

Modeling 107
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Adobe Firefly, AI-Powered Image Generator, Available to Everyone

Analytics Vidhya

In today’s world, where visuals hold the power to convey messages more effectively than words, creating stunning images has become a necessity for businesses and individuals alike. However, designing high-quality images requires expertise, creativity, and time, which not everyone possesses. Thankfully, an AI-powered image generator, Adobe Firefly, is here to revolutionize the creative industry.

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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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StarCoder: The Coding Assistant That You Always Wanted

KDnuggets

Let advanced AI take care of code completion, formatting, translation, and bug fixing. You can also chat with a StarChat and use VSCode extensions for work.

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Enhancing Reinforcement Learning with Human Feedback using OpenAI and TensorFlow

Analytics Vidhya

Introduction As artificial intelligence (AI) continues to advance, it is becoming increasingly important to develop methods that ensure AI systems align with human values and preferences. Reinforcement Learning from Human Feedback (RLHF) is a promising strategy for achieving this alignment. It allows AI systems to learn from human supervision. This article will provide an overview […] The post Enhancing Reinforcement Learning with Human Feedback using OpenAI and TensorFlow appeared first o

Strategy 280
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5 ways IT pros can accelerate webpages in a day at no cost

CIO Business Intelligence

Over the years, hundreds of techniques have been introduced to optimize website speed. And for good reason – a mere one-second delay in page load time can lead to a 7% loss in conversions. There’s no room for complacency, but unless web performance is your day job, it’s probably not obvious which recommendations are going to have the largest impact on your site.

IT 98
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Revolutionizing Blockchain Access: Conversational Interfaces with GPT Neo

Analytics Vidhya

Introduction The article aims to demonstrate how to use GPT Neo, the Hugging Face Transformers module, Python programming language, Web3.py library, and a blockchain database to create a conversational interface that allows users to interact with the blockchain network more user-friendly and intuitively. By the end of the article, readers should clearly understand how to […] The post Revolutionizing Blockchain Access: Conversational Interfaces with GPT Neo appeared first on Analytics Vidhy

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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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Top reasons for implementing NaaS

CIO Business Intelligence

By Cathy Won, Consultant with eTeam, HPE Aruba Networking Contributor In a recent IDC NaaS survey 1 , sponsored by HPE, 71% of respondents agree or strongly agree as-a-service (aaS) consumption models offer better IT agility compared to traditional consumption models. Typically, flexible consumption, also known as paying based on usage, has often been touted as the top reason for implementing aaS today, whether for storage or computing.

Finance 86
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Understanding Reinforcement Learning from Human Feedback

Analytics Vidhya

Reinforcement Learning from Human Feedback (RLHF) is where machines learn and grow with a little help from their humans! Imagine training robots to dance like pros, play video games like champions, and even assist in complex tasks through interactive and playful interactions. In this article, we dive into the exciting world of RLHF, where machines […] The post Understanding Reinforcement Learning from Human Feedback appeared first on Analytics Vidhya.

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Configure an IBM Cloud Code Engine application to use custom domains

IBM Big Data Hub

IBM Cloud Code Engine is a fully managed, serverless platform that runs your containerized workloads, including web apps, microservices, event-driven functions or batch jobs. Code Engine even builds container images for you from your source code. All these workloads can seamlessly work together because they are all hosted within the same Kubernetes infrastructure.

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Upcoming DataHour Sessions You Can’t Afford to Miss!

Analytics Vidhya

Introduction Join upcoming DataHour sessions for valuable insights and knowledge on data-tech careers. Topics include Prompt Engineering, LlamaIndex, QA systems, ChatGPT in Python, and Excel for Statistics. This blog post introduces the series, covering various subjects in data science and its applications across industries. Who can Attend these Upcoming DataHour Sessions?

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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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Innovations in Measuring Community Perceptions Challenge

KDnuggets

Data science, machine learning, and AI — all elements that could improve policing and community trust. Is your solution a winner?

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Paving the Way to a Smarter Future with Smart Roads

Analytics Vidhya

Introduction As a kid, you must have played some racing or parking games where you were supposed to drive a vehicle around; ever noticed how the roads change depending on your gameplay? Fast forward a few years, and this has become a reality. Smart roads are among the most recent technologies that help city planners […] The post Paving the Way to a Smarter Future with Smart Roads appeared first on Analytics Vidhya.

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What is smart transportation?

IBM Big Data Hub

Every day, people encounter multiple obstacles while traveling to their intended destinations. Sitting in traffic, waiting for the bus to arrive 15 minutes later than scheduled, driving around for 30 minutes to find a parking spot—the modern world is full of inconveniences due to underlying inefficiencies in our transportation systems. However, stalled cars and harried people waiting for public transportation aren’t just an individual nuisance.

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OpenAI-backed Startup Beats Tesla with AI-Enabled Humanoid Robots

Analytics Vidhya

A robotics business financed by OpenAI defeats Elon Musk’s Tesla in the race to market humanoid robots with AI capabilities. After successfully using EVE, the humanoid robot, as security guards, the firm 1X aims to use them in hospices and senior care homes. Meet EVE – The Robot Capable of Performing Nursing and Bartending Tasks […] The post OpenAI-backed Startup Beats Tesla with AI-Enabled Humanoid Robots appeared first on Analytics Vidhya.

Finance 314
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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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IBM Cloud releases 2023 IBM Cloud for Financial Services Agreed-Upon Procedures (AUP) Report

IBM Big Data Hub

IBM Cloud completed its 2023 independent review of IBM Cloud services and processes. The review report demonstrates to its clients, partners and other interested parties that IBM Cloud services have implemented and adhere to the technical, administrative and physical control requirements of IBM Cloud Framework for Financial Services. What is the IBM Cloud Framework for Financial Services?

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The DR essential IT leaders can’t overlook

CIO Business Intelligence

Several years ago, an earthquake struck a West Coast community and threw almost everyone’s data center offline. There were regional electrical outages and communications disruptions, and systems failed. It’s a vivid memory because I was the CIO of an area financial institution at that time. We went into disaster recovery failover mode, with everyone in IT focused on getting systems back up and running.

IT 59
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Choosing Alation: Advice for Your Data Catalog Journey

Alation

As Mark Twain once said, “The secret to getting ahead is getting started.” For leaders tasked with rolling out a new data governance program, getting started can feel like a daunting task. For one financial services organization, getting started took identifying key capabilities of their future data platform, tying those capabilities to business value, and working closely with the implementation team.

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Transition Troubles: Successfully Getting from Here to There

CIO Business Intelligence

Compelling insights shared at CIO ’s roundtable events lead to excellent information sharing and learning among all attendees. During a recent program, attendees shared their collective challenges with visibility into critical issues that vendors often overlook, leaving IT professionals to resolve them. An excellent example is the transition process to new solutions or platforms.

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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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Data Science & AI Operationalization: How to Avoid the Pitfalls

Dataiku

Once a data science project has progressed through the stages of data cleaning and preparation, analysis and experimentation, modeling, testing, and evaluation, it reaches a critical point. After significant time and effort have been invested into a data science or AI project and a viable machine learning model has been produced, it needs to be operationalized, meaning deployed for use across the organization.

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Real-time time series anomaly detection for streaming applications on Amazon Kinesis Data Analytics

AWS Big Data

Detecting anomalies in real time from high-throughput streams is key for informing on timely decisions in order to adapt and respond to unexpected scenarios. Stream processing frameworks such as Apache Flink empower users to design systems that can ingest and process continuous flows of data at scale. In this post, we present a streaming time series anomaly detection algorithm based on matrix profiles and left-discords, inspired by Lu et al., 2022 , with Apache Flink, and provide a working examp

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Turning hybrid cloud security into a profit center

IBM Big Data Hub

As more enterprises move to hybrid cloud environments, hybrid cloud security has become imperative to business growth. According to a 2021 study by the IBM Institute for Business Value (IBV), 80% of executives expected their organizations to operate more than 10 distinct clouds by 2023, up from eight in 2020. “The scale of most enterprise hybrid cloud deployments is so vast and penetrates so deeply that the need for an all-in security culture is absolute,” says Shue-Jane Thompson, ma

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How enterprises get ahead using hybrid cloud for innovation overlay

CIO Business Intelligence

A 2022 survey of innovation and business strategy conducted by the International Monetary Fund found that 40% of innovation-oriented companies (SMBs to large enterprises) reduce costs as a result of new product innovations which, on average, account for 20% of all sales. How can your organization see similar benefits from its innovation pursuits? Only so much ideation can be done before innovation gets down to brass tacks of technology.

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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.