Mon.Apr 24, 2023

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How ChatGPT Can Help in Trading?

Analytics Vidhya

Introduction ChatGPT, a powerful AI chatbot, has been making waves in various industries for its ability to understand and interpret natural language. In the trading world, ChatGPT offers valuable insights by analyzing complex financial data and generating logical responses to users’ questions. In this article, we will explore how ChatGPT can assist traders in making […] The post How ChatGPT Can Help in Trading?

Analytics 303
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Dealing With Noisy Labels in Text Data

KDnuggets

The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.

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Academia to Industry: Data Science Graduate Programs for South Africa’s Future

Analytics Vidhya

Introduction South Africa is not an exception as data science-driven economic change sweeps the world. The nation is seeing an increase in demand for qualified data science workers as a result of its booming IT sector and developing data-driven industries. Effective Graduate Training Programmes, Graduate Development Programmes, and Graduate Programs in data science must be […] The post Academia to Industry: Data Science Graduate Programs for South Africa’s Future appeared first on An

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MiniGPT-4: A Lightweight Alternative to GPT-4 for Enhanced Vision-language Understanding

KDnuggets

MiniGPT-4 possesses many capabilities of GPT-4 like generating image descriptions, creating a website with a hand-written draft, and writing a poem based on an image.

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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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How AI & Mobile Data Can be Used to Fight Poverty?

Analytics Vidhya

A recent study emphasizes the possibility of employing machine learning and data from mobile phones to target and combat high poverty rates. Mobile devices produce massive volumes of data. Local residents can learn important details about their socioeconomic standing by using them. Tailored programs that aim to eradicate poverty may be created using this information. […] The post How AI & Mobile Data Can be Used to Fight Poverty?

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EU task force to review ChatGPT

CIO Business Intelligence

The European Data Protection Board (EDPB) wants to set up a task force to take a closer look at AI tools like ChatGPT, which is being interpreted as an indication that European data protection officers could set stricter rules for the use of AI. The Italian data protection authorities in particular got a head start a few weeks ago. Since ChatGPT operator OpenAI couldn’t prove a working age verification for use, and the models behind the AI ​​tool were trained with data from Italian citizens wi

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Introducing Native Connector for Google BigQuery: Boosting Data Lineage, Migration, and Discovery

Octopai

Octopai is proud to announce the introduction of an automated connector for Google BigQuery. This new native integration enhances our data lineage solution by providing seamless integration with one of the most powerful cloud-based data warehouses, benefiting data teams and enabling support for a broader range of data lineage, discovery, and catalog.

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Harnessing ChatGPT for SEO and Marketing Success

Analytics Vidhya

Introduction ChatGPT, developed by OpenAI, has gained significant attention and revenue since its inception. This AI-driven tool has the potential to revolutionize the world of SEO and marketing, offering users valuable insights and assistance in various aspects of their strategy. This article explores the numerous applications of ChatGPT in SEO and marketing, outlining how it […] The post Harnessing ChatGPT for SEO and Marketing Success appeared first on Analytics Vidhya.

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5 Best Server Backup Software for Data-Driven Businesses

Smart Data Collective

Big data has led to some huge changes in the way we live. John Deighton recently posted about this in an article on The Economic Times. John Deighton is a leading expert on big data technology. His research focuses on the importance of data in the online world. Searching for a topic on a search engine can provide us with a vast amount of information in seconds.

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How Machine Learning is Used on Social Media Platforms in 2023?

Analytics Vidhya

Introduction We live in a world where social media platforms shape our interests, tailor our news feeds, and provide customized content, all thanks to machine learning! With machine learning (ML), a branch of artificial intelligence (AI), software programs can predict outcomes more accurately without being explicitly instructed. Machine learning algorithms use previous data as input […] The post How Machine Learning is Used on Social Media Platforms in 2023?

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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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Gaining Control of Your CDP Environment

Cloudera

Unwelcome… … are platform instability, downtime, hardware failure, poor performance, cluster resource contention, repeated process failures, runaway live queries, critical services alarms, invisibility into alarm cacophony… the list goes on. If those are ailments you would like to remedy … Welcome! To this six-part series, where we’ll look at how to get control of the health of your Cloudera Data platform (CDP) environment.

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Build a transactional data lake using Apache Iceberg, AWS Glue, and cross-account data shares using AWS Lake Formation and Amazon Athena

AWS Big Data

Building a data lake on Amazon Simple Storage Service (Amazon S3) provides numerous benefits for an organization. It allows you to access diverse data sources, build business intelligence dashboards, build AI and machine learning (ML) models to provide customized customer experiences, and accelerate the curation of new datasets for consumption by adopting a modern data architecture or data mesh architecture.

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The Ethics of AI: Navigating the Future of Intelligent Machines

KDnuggets

Why does the continuous growth and future of intelligent machines concern ethics?

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Sharing a reliable sustainability podcast

IBM Big Data Hub

I want to introduce you to the second season of my podcast, Making of the SRE Omelette. This season explores achieving our sustainability goals via the practice of Site Reliability Engineering. “Culture is the outcome of what we do. In the context of The Chicken or The Egg, it is like an Omelette.” – Kareem Yusuf, SVP IBM Software Wondering what does an Omelette has to do with SRE?

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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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Generative AI: A paradigm shift in enterprise and startup opportunities

CIO Business Intelligence

Vlad Sejnoha , Partner at Glasswing Ventures, former CTO & SVP R&D at Nuance, and Kleida Martiro , Principal at Glasswing Ventures are contributing authors. Generative AI (Artificial Intelligence) and its underlying foundation models represent a paradigm shift in innovation, significantly impacting enterprises exploring AI applications. For the first time, because of generative AI models, we have systems that understand natural language at a near-human level and can generate and synthesi

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Using ChatGPT Technology & Large Language Models in Dataiku

Dataiku

We’ve previously covered what large language models (LLMs) are, how large language models work, and how to use LLMs in the enterprise. We’ve also delved a bit into use cases for ChatGPT and LLMs in an enterprise context. In this blog post, we’ll talk about how you can leverage LLM technology in the Dataiku platform.

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UC Riverside turns to cloud to supercharge scientific research

CIO Business Intelligence

For research institutions, a solid IT foundation can prove to be the difference in delivering meaningful results for scientific endeavors — and thereby in securing valuable funding for further research. To that end, University of California, Riverside has launched an ambitious cloud transformation to shift from a small on-premises data center to an advanced research platform powered by Google Cloud Platform and its various service offerings.

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Why companies need to accelerate data warehousing solution modernization

IBM Big Data Hub

Unexpected situations like the COVID-19 pandemic and the ongoing macroeconomic atmosphere are wake-up calls for companies worldwide to exponentially accelerate digital transformation. During the pandemic, when lockdowns and social-distancing restrictions transformed business operations, it quickly became apparent that digital innovation was vital to the survival of any organization.

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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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Rethinking the IT talent pipeline

CIO Business Intelligence

Amanda Merola had zero technical background when she came to The Hartford in 2015, despite a natural interest in computers and a proclivity for problem-solving. After stints as a call center representative and claims adjuster, Merola got wind of the HartCode Academy, an internal program designed to help nontechnical employees make the leap into software development.

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The Essential Capabilities of a DSPM Solution

Laminar Security

There’s been a worldwide shift from on-premises to cloud storage and a boom in data democratization (making data accessible and usable across the entire organization). These two shifts have resulted in an “innovation attack surface”—what we at Laminar call the web of risk inadvertently created by developers and data scientists as they move, copy and share data in their search to innovate faster than ever before.

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Cloud chaos: The challenges of managing data and applications across mixed environments

CIO Business Intelligence

Six out of ten organizations today are using a mix of infrastructures, including private cloud, public cloud, multi-cloud, on-premises, and hosted data centers, according to the 5th Annual Nutanix Enterprise Cloud Index. Managing applications and data, especially when they’re moving across these environments, is extremely challenging. Only 40% of IT decision-makers said that they have complete visibility into where their data resides, and 85% have issues managing cloud costs.