Analytics Vidhya

JULY 19, 2024

Introduction ChatGPT may be the rising star in the coding world, but even this AI whiz has its limits. While it can churn out impressive code at lightning speed, there are still programming challenges that leave it stumped. Curious about what makes this digital brainiac break a sweat? We’ve compiled a list of 7 coding […] The post 7 Coding Tasks ChatGPT Can’t Do appeared first on Analytics Vidhya.

Analytics 348

Analytics IT 348

KDnuggets

JULY 19, 2024

Thanks to tools like BigQuery ML, you can harness the power of ML without needing a computer science degree. Let's explore how to get started.

Machine Learning 142

Machine Learning 142

Analytics Vidhya

JULY 19, 2024

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Ana

Optimization 329

Optimization Modeling Analytics Machine Learning 329

CIO Business Intelligence

JULY 19, 2024

CrowdStrike has admitted to pushing out a bad software update, causing many Windows machines running the affected software to crash. The problem, apparently affecting its Falcon platform, brought down servers at airlines, locked up computers at banks, and hurt healthcare services. “CrowdStrike is actively working with customers impacted by a defect found in a single content update for Windows hosts,” the company said Friday in a post to its blog titled “ Statement on Windows Sensor Update.

Data Processing 119

Data Processing Software IT 119

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

Analytics Vidhya

JULY 19, 2024

Introduction OpenAI launched GPT-4o mini yesterday (18th June 2024), taking the world by storm. There are several reasons for this. OpenAI has traditionally focused on large language models (LLMs), which take a lot of computing power and have significant costs associated with using them. However, with this release, they are officially venturing into small language […] The post Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Modeling 328

Modeling Analytics 328

CIO Business Intelligence

JULY 19, 2024

To weather disruption, resiliency is essential, but building a culture that is capable of adapting to a constantly changing technology landscape is challenging given escalating skills gaps today. According to a survey from SAS , only 47% of executives view their organization as resilient despite 97% agreeing that the trait is vital to business. Additionally, 46% said they are “not fully equipped to face disruption” especially when it comes to data security and technology innovation.

Strategy 116

Strategy Digital Transformation Cost-Benefit Consulting 116

CIO Business Intelligence

JULY 19, 2024

It can be easy to neglect the start of your transformation program when your organization and team are set on the larger, big-picture goals of the initiative. But the below examples reflect a few first 30-day experiences I’ve seen throughout my career. Just like anything, a good start helps to ensure a great finish. You can expect issues, challenges, and problems will occur during the life of your program, but starting strong is the first step to run a great project.

Finance 114

Finance Reporting Forecasting Dashboards 114

Analytics Vidhya

JULY 19, 2024

Introduction The ability to be quick has become increasingly important in the rapidly developing fields of artificial intelligence and natural language processing. Experts and amateurs in AI are finding great success with the Chain of Dictionary method, one potent methodology. This article will thoroughly cover this intriguing strategy’s implementation, advantages, and applications.

Strategy 314

Strategy Analytics 314

CIO Business Intelligence

JULY 19, 2024

SAP has announced enhancements to Rise with SAP S/4HANA Cloud Private Edition, giving customers of both of its commercial tiers access to SAP’s artificial intelligence copilot, Joule, which the company has been working to embed across its portfolio. As part of the announcement, the Premium and Premium Plus tiers of SAP’s private cloud version of Rise with SAP S/4HANA both now offer AI capabilities, although the company didn’t specify which AI capabilities would be provided in each tier.

Cost-Benefit 111

Cost-Benefit Forecasting Data Governance Technology 111

Analytics Vidhya

JULY 19, 2024

Introduction As you work on a significant document, let’s say you see you’ve spelled a word incorrectly. It can be difficult to find and fix these kinds of mistakes by hand. Now for the intriguing Levenshtein Distance: it measures the amount of work needed to change one sequence into another, providing an effective tool for […] The post What is Levenshtein Distance?

Measurement 290

Measurement Analytics IT 290

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Testing

Dataiku

JULY 19, 2024

With the EU AI Act now published in the Official Journal and the Act coming into force on August 1, 2024, ensuring your organization is ready for compliance is more crucial than ever. In the second webinar of our Dataiku AI Governance web series , Jacob Beswick, Director of AI Governance Solutions at Dataiku, presents the essential foundations for achieving EU AI Act readiness.

Publishing 59

Publishing 59

Analytics Vidhya

JULY 19, 2024

Introduction Imagine you’re driving through a busy city, navigating traffic lights and pedestrians swiftly to reach your destination without unnecessary delays. Similarly, Async IO in Python allows your programs to multitask efficiently, handling multiple operations concurrently like a skilled city driver. In this article, we explore Async IO—a powerful Python feature that enhances performance by […] The post Understanding Async IO in Python appeared first on Analytics Vidhya.

Analytics 288

Analytics 288

Ontotext

JULY 19, 2024

Our blog post GraphDB Cluster Deployment Strategies explained how to deploy a high-availability GraphDB cluster. This can be done both on-premises and in the cloud. Ontotext collaborates with major cloud providers, Azure and AWS, to offer the GraphDB high-availability cluster either as a managed service in Ontotext’s account or in the customer’s account.

Testing 59

Testing Snapshot Metrics Enterprise 59

Analytics Vidhya

JULY 19, 2024

This week, the AI world has been buzzing with excitement as major players like OpenAI, Mistral AI, NVIDIA, DeepSeek, and Hugging Face unveiled their latest models and innovations. These new releases promise to make AI more powerful, affordable, and accessible. With advancements in training techniques, these developments are set to transform various industries, showcasing the […] The post AV Byte: Breakthroughs in AI – OpenAI’s GPT-4o Mini and Other Game-Changing Innovations appeared

Modeling 233

Modeling Analytics 233

Advertiser: ZoomInfo

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

Reporting

KDnuggets

JULY 19, 2024

One counter to LLMs making up bogus sources or coming up with inaccuracies is retrieval-augmented generation or RAG. Not only can RAG decrease the tendency of LLMs to hallucinate but several other advantages as well.

Modeling 54

Modeling 54

Analytics Vidhya

JULY 19, 2024

Introduction I recently needed to set up an environment of MLflow, a popular open-source MLOps platform, for internal team use. We generally use GCP as an experimental platform, so I wanted to deploy MLflow on GCP, but I couldn’t find a detailed guide on how to do so securely. Several points are stuck for beginners […] The post How to Set Up MLflow on GCP?

Experimentation 232

Experimentation Analytics 232

Analytics Vidhya

JULY 19, 2024

Introduction Have you ever wondered how AI can create stunning images from scratch? That’s where Stable Diffusion comes in! It’s a fascinating concept in machine learning and generative AI, falling under the umbrella of generative models. In this article, we’ll dive into the magic behind Stable Diffusion. We’ll explore its theoretical foundations, practical implementation, and […] The post What is the Forward Process Stable Diffusion?

Machine Learning 162

Machine Learning Modeling Analytics IT 162