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 308
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Simplify financial scenario planning

Phocas

Most successful business leaders have an eye on the future and, to do so, use some form of strategic planning. One successful technique is Scenario Planning, a method that helps finance and other team members review multiple scenarios to determine how internal shifts and changing market conditions may impact the bottom line. Scenario planning is a critical aspect of the budgeting and forecasting process.

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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 290
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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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The Executive Guide to Generative AI

Generative AI is taking the world by storm, but the questions that all CEOs, data leaders, and AI leaders are being asked are: What are we going to do about it, and what is our plan? The business and creative possibilities are practically limitless with generative AI. From productivity gains to finding new routes to revenue generation, generative AI is going to radically transform how we work.

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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 289
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CIOs seek efficiencies as uncertain economy looms

CIO Business Intelligence

Efficiency, always a top concern of IT leaders, is the subject of heightened focus in 2023, thanks to ongoing inflation and the threat of recession. Expenditures for cloud services in particular are coming under close scrutiny, at a time when cloud spending is nearly half of many IT budgets. “As more and more workloads migrate to the cloud, managing cloud expenses has become an important priority,” says Dilip Venkatachari, senior executive vice president and global chief information and technolo

ROI 144

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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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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 264
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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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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 Hadoop to Data Lakehouse

Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

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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.

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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

Analytics 261
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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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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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The Forrester Wave™: AI/ML Platforms: Vendor Strategy, Market Presence, and Capabilities Overview

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. Enterprises need a platform that can make broader AI teams more productive, implementing more complex use cases and harnessing the fast pace of new AI technologies.

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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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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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Value Stream Management: Let’s get real

CIO Business Intelligence

As the father of eXtreme Programming and one of the key authors of the Agile Manifesto, Kent Beck has been one the most influential thought leaders in transforming how we build software. In a recent interview with Dave Farley, reflecting on 25 years of agile software development transformation, he declared, “The things that haven’t changed that are really significant are the power structures around software development, and until those change, the test-driven developments of the world and the co

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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

Analytics 244
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ERM Program Fundamentals for Success in the Banking Industry

Speaker: William Hord, Senior VP of Risk & Professional Services

Enterprise Risk Management (ERM) is critical for industry growth in today’s fast-paced and ever-changing risk landscape. When building your ERM program foundation, you need to answer questions like: Do we have robust board and management support? Do we understand and articulate our bank’s risk appetite and how that impacts our business units? How are we measuring and rating our risk impact, likelihood, and controls to mitigate our risk?

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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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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.

Analytics 299
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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.

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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 298
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10 Keys to AI Success in 2023

An organization’s path to AI success can be full of obstacles, from a proper assessment of its own AI maturity, to a better alignment between business and technical teams, many factors can influence the outcomes. All of this is tightly intertwined with a myriad of complicated technical decisions that can make or break any long-term AI strategy. While AI progress is hard, companies don’t have to get stuck in an endless loop of inertia on their path to value-driven AI.

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What’s next for network firewalls?

CIO Business Intelligence

Firewalls have come a long way from their humble beginnings of assessing network traffic based on appearance alone. Today’s next-generation firewalls (NGFWs), which must protect all areas of enterprise, can filter layer 7 applications, block malicious attachments and links, detect known threats and device vulnerabilities, apply patching, prevent DDoS attacks, and provide web filtering for direct internet access.

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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.

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3 reasons why AI strategy is HR strategy

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax When Karim Lakhani , co-founder of the Digital, Data, and Design Institute at Harvard University, talks about AI, I pay attention. I’ve previously written about how national survey data collected last year by DataStax (my employer) proved out predictions Lakhani made about AI and open source back in 2020.

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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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The Power of Storytelling in Risk Management

Speaker: Dr. Karen Hardy, CEO and Chief Risk Officer of Strategic Leadership Advisors LLC

Communication is a core component of a resilient organization's risk management framework. However, risk communication involves more than just reporting information and populating dashboards, and we may be limiting our skillset. Storytelling is the ability to express ideas and convey messages to others, including stakeholders. When done effectively, it can help interpret complex risk environments for leaders and inform their decision-making.

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Solving 3 key IT challenges to unlock business innovation

CIO Business Intelligence

CIOs live it every day. The pace of technological change is lightning-fast. Savvy CIOs navigate this by learning, deciding and taking action with incredible agility and speed. To do that, IT leaders must architect IT infrastructure that enables cloud-like agility and speed across diverse environments. But they can’t go it alone. That’s because there are challenges that require an ecosystem of capabilities to solve—for example, complexity at the edge, diverse legacy systems, resource requirements

IT 87
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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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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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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 72
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The B2B Sales Leader's Guide for Any Economic Environment

When economic headwinds pick up, sales leaders are the first to sound the alarm — and chart a new course. Longer sales cycles, larger buying committees, increased price pressure, and smaller teams can quickly combine to reduce your margin for error and increase the urgency to find a solution. To thrive in a challenging environment, sales teams need a rock-solid grasp of the fundamentals and the biggest force-multipliers they can get their hands on.