Fri.Jul 19, 2024

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7 Coding Tasks ChatGPT Can’t Do

Analytics Vidhya

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
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Machine Learning Made Simple for Data Analysts with BigQuery ML

KDnuggets

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.

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Optimizing AI Performance: A Guide to Efficient LLM Deployment

Analytics Vidhya

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

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Fearing disruption? A skills-based talent strategy builds business resiliency

CIO Business Intelligence

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.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Analytics Vidhya

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?

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Top AI Tools to Design Your Room

Analytics Vidhya

Introduction Designing a room can be both exciting and challenging. Thankfully, AI tools have made transforming your space easier and more enjoyable. These tools use artificial intelligence to help you visualize, plan, and execute your interior design ideas effortlessly. This article explores some of the top AI interior design tools, highlighting their advantages and disadvantages. […] The post Top AI Tools to Design Your Room appeared first on Analytics Vidhya.

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SAP offers AI to all Rise customers — in unknown, varying amounts

CIO Business Intelligence

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.

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Mastering the Chain of Dictionary Technique in Prompt Engineering

Analytics Vidhya

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
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Key Foundations for Achieving EU AI Act Readiness

Dataiku

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.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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What is Levenshtein Distance?

Analytics Vidhya

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?

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Deploying Ontotext GraphDB on Azure

Ontotext

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.

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Understanding Async IO in Python

Analytics Vidhya

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.

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How Retrieval Augment Generation Makes LLMs Smarter

KDnuggets

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.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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AV Byte: Breakthroughs in AI – OpenAI’s GPT-4o Mini and Other Game-Changing Innovations

Analytics Vidhya

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

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Blue screen of death strikes crowd of CrowdStrike servers

CIO Business Intelligence

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.

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How to Set Up MLflow on GCP?

Analytics Vidhya

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?

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What is the Forward Process Stable Diffusion?

Analytics Vidhya

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?

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Data Talks, CFOs Listen: Why Analytics Are Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.