Wed.Nov 22, 2023

article thumbnail

Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots

Analytics Vidhya

Introduction With the introduction of ChatGPT and the GPT 3 models by OpenAI, the world has shifted towards using AI-integrated applications. In all the day-to-day applications we use, from e-commerce to banking applications, AI embeds some parts of the application, particularly the Large Language Models. One among them is the OpenAI Assistant API, i.e., chatbots. […] The post Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots appeared first on Analytics Vi

article thumbnail

A Comprehensive List of Resources to Master Large Language Models

KDnuggets

Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.

Modeling 150
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Exploring  the Next Big Thing in Gen AI with Sandeep Singh

Analytics Vidhya

This Leading with Data Session unfolds the firsthand experiences of Sandeep Singh, Head of Applied AI at Beans.ai. He shares insights from his journey, from comprehensive workshops shaping generative AI engineers to the transformative potential of combining computer vision and natural language processing (NLP). The conversation unveils the exciting future AI holds.

Analytics 317
article thumbnail

5 pillars of a cloud-conscious culture

CIO Business Intelligence

Most CIOs recognize the advantages of cloud, the global reach it provides, and the ease with which services can be scaled up and back down again. “Cloud is scalable IT infrastructure that enables organizations to respond quickly to market changes, support business growth, and minimize disruptions,” says Swati Shah, SVP and CIO of US markets at TransUnion, the Chicago-based IT services and consulting company.

article thumbnail

Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

article thumbnail

Launching into Autogen: Exploring the Basics of a Multi-Agent Framework

Analytics Vidhya

Introduction Embark on a thrilling journey into the future of software development with ‘Launching into Autogen: Exploring the Basics of a Multi-Agent Framework.’ In the wake of OpenAI’s ChatGPT, a specialized realm known as LLM agents is experiencing an unprecedented surge, revolutionizing AI agent development. From automating mundane tasks to tackling challenges in dynamic decision-making, […] The post Launching into Autogen: Exploring the Basics of a Multi-Agent Framew

Software 306
article thumbnail

Soft Skills Every Data Scientist Needs

KDnuggets

This article is about the four key soft skills every data scientist needs, and how to work on them.

136
136

More Trending

article thumbnail

Hardware-Accelerated AI for Windows Apps Using ONNX RT

KDnuggets

The Qualcomm AI Stack now supports ONNX RT and allows for hardware-accelerated AI in Windows on Snapdragon apps. Windows on Snapdragon is the next generation Windows platform, built on years of evolution in mobile compute.

121
121
article thumbnail

Decoding the Data Science Ecosystem with Vikas Agrawal

Analytics Vidhya

Explore the future of AI with Dr. Vikas Agrawal, Senior Principal Data Scientist at Oracle Analytics Cloud. In this Leading with Data session, he shares insights on problem-solving in data science, MLops, and the impact of generative AI on enterprise solutions. The discussion spans from practical approaches to pitfalls in data science projects, offering essential […] The post Decoding the Data Science Ecosystem with Vikas Agrawal appeared first on Analytics Vidhya.

article thumbnail

Will AI Replace Humanity?

KDnuggets

Let’s discover whether AI is truly intelligent and has the potential to supersede humans.

115
115
article thumbnail

Altman’s Steve Jobs Moment as OpenAI CEO

Analytics Vidhya

Just days ago, enthusiasts and experts discussed OpenAI’s DevDay, GPT-5, and the funding alliance with Microsoft. The future of artificial intelligence seemed promising. OpenAI being at the forefront of cutting-edge developments. Little did we know that a storm was brewing on the horizon, ready to disrupt the whole narrative. DevDay Unveilings and Microsoft’s Support OpenAI’s […] The post Altman’s Steve Jobs Moment as OpenAI CEO appeared first on Analytics Vidhya.

Analytics 290
article thumbnail

Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

article thumbnail

KDnuggets News, November 22: 7 Essential Data Quality Checks with Pandas • The 5 Best Vector Databases You Must Try in 2024

KDnuggets

This week on KDnuggets: Learn how to perform data quality checks using pandas, from detecting missing records to outliers, inconsistent data entry and more • The top vector databases are known for their versatility, performance, scalability, consistency, and efficient algorithms in storing, indexing, and querying vector embeddings for AI applications • And much, much more!

article thumbnail

Keeping the customer journey and experience as a North Star

CIO Business Intelligence

As a connected car data company focusing on the motor insurance sector, UK-based ThingCo is dedicated to developing next gen telematics built with the latest technology. But ensuring the best possible end user experience is the primary consideration to choose the right way forward. “I think of myself as a techie, but I’m probably more of an insurance person who’s just good at tech rather than the other way round,” says Jonathon Valentine, the company’s CIO and co-founder.

Insurance 105
article thumbnail

Enhance query performance using AWS Glue Data Catalog column-level statistics

AWS Big Data

Today, we’re making available a new capability of AWS Glue Data Catalog that allows generating column-level statistics for AWS Glue tables. These statistics are now integrated with the cost-based optimizers (CBO) of Amazon Athena and Amazon Redshift Spectrum , resulting in improved query performance and potential cost savings. Data lakes are designed for storing vast amounts of raw, unstructured, or semi-structured data at a low cost, and organizations share those datasets across multiple depart

article thumbnail

Using Data Analysis to Improve and Verify the Customer Experience and Bad Reviews

Smart Data Collective

One of the trickiest things for businesses to navigate in the age of social media is the customer complaint. On one hand, companies (especially startups) should take customer concerns into account when considering improvements or design changes to a product.

IT 94
article thumbnail

Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

article thumbnail

Introducing Apache Hudi support with AWS Glue crawlers

AWS Big Data

Apache Hudi is an open table format that brings database and data warehouse capabilities to data lakes. Apache Hudi helps data engineers manage complex challenges, such as managing continuously evolving datasets with transactions while maintaining query performance. Data engineers use Apache Hudi for streaming workloads as well as to create efficient incremental data pipelines.

article thumbnail

Winning the cloud game: Phoning the right friend to answer the cloud optimization question

IBM Big Data Hub

Cloud optimization is essential as organizations look to accelerate business outcomes and unlock the value of their data. At its core, cloud optimization is the process of correctly selecting and assigning the right resources to a workload or application. But cloud optimization is also a lifecycle process that balances performance, compliance and cost to achieve efficiency.

article thumbnail

ML Research, In Practice: Applying Transformer Recipes to Tabular Data

Dataiku

Though large language models (LLMs) and Generative AI are all the rage, let’s face it: In most industries, tabular data is still king. Organizations have — and produce — loads of tables, and the common machine learning (ML) method that data scientists apply to this data is (still) gradient boosting.

article thumbnail

The advantages and disadvantages of ERP systems

IBM Big Data Hub

Enterprise resource planning (ERP) solutions offer organizations a one-stop-shop for managing daily operations. The business management software has gained popularity in the business world as organizations try to keep up with the changing landscape. As with most business solutions, there are advantages and disadvantages of ERP systems to consider. It’s important to understand how enterprise resource planning can work for an organization and its capabilities at a granular level.

article thumbnail

Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

article thumbnail

All My Social Media Content Starts at My Blog

Data Science 101

I am currently working on a small project to use my blog as the central point of all my social media content. That means I will post things to the blog first and then automatically that content will be posted to the appropriate social media platform. Thus, the blog is going to change a bit and many of the posts will be much shorter. Hopefully, this post makes its way to LinkedIn.

IT 59
article thumbnail

Augmented Analytics Can Improve Results from Tally Solution!

Smarten

Add Augmented Analytics to Tally ERP and Make Your Users Even Happier! This article is for Tally users! Did you know that Tally reports more than seven (7) million users? If your team is currently using the Tally suite of financial products, and your users are invested in the features of the accounting, sales, inventory, purchasing, finance, payroll, tax, reporting or other functionality, you may wish to consider adding analytics to your Tally solution to increase the value of the Tally software