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In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.
Rust is a systems programming language that offers high performance and safety. Python programmers will find Rust's syntax familiar but with more control over memory and performance.
With every leap in AI, were stepping into a future where the capabilities of machines surpass what anyone could have imagined just a few years ago. Large Reasoning Models (like, OpenAI-o1 ) are sophisticated systems designed to tackle complex problems by breaking them into smaller, more manageable steps. These models dont just solve problems; they […] The post How Does Search-o1 Improve Logical Flow in AI Reasoning?
New research highlights a vulnerability in Google’s “Sign in with Google” authentication method that allows unauthorized access to sensitive data by exploiting abandoned startup domains, posing a potential risk to millions of American users. New research uncovers vulnerability in Google authentication method Dylan Ayrey, co-founder and CEO of Truffle Security, revealed that Google’s OAuth login fails to protect against someone purchasing a failed startup’s domain an
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.
The battle against global warming has taken a significant step forward with the launch of aninnovative AI Climate Simulator, developed by Andrew Ngand a team of experts. This tool allows users to explore how geoengineering techniques, such asStratospheric Aerosol Injection (SAI), could help address the growing climate crisis. The urgency is clear:global warming is accelerating […] The post 1% Sunlight, 100% Impact: Andrew Ngs AI Climate Simulator appeared first on Analytics Vidhya.
This post introduces HCLTechs AutoWise Companion, a transformative generative AI solution designed to enhance customers vehicle purchasing journey. By tailoring recommendations based on individuals preferences, the solution guides customers toward the best vehicle model for them. Simultaneously, it empowers vehicle manufacturers (original equipment manufacturers (OEMs)) by using real customer feedback to drive strategic decisions, boosting sales and company profits.
In many real-world applications, data is not purely textualit may include images, tables, and charts that help reinforce the narrative. A multimodal report generator allows you to incorporate both text and images into a final output, making your reports more dynamic and visually rich. This article outlines how to build such a pipeline using: The […] The post Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex appeared first on Analytics Vidhya.
In many real-world applications, data is not purely textualit may include images, tables, and charts that help reinforce the narrative. A multimodal report generator allows you to incorporate both text and images into a final output, making your reports more dynamic and visually rich. This article outlines how to build such a pipeline using: The […] The post Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex appeared first on Analytics Vidhya.
Until now, ChatGPT was the only major chatbot with a dedicated app interface. But hold onthings just got a lot more interesting!DeepSeekhas entered the arena with its own app, powered by the formidableDeepSeek V3 model. Known for outperforming OpenAIs GPT-4o in several benchmarks, DeepSeek V3 is a true powerhouse. Will ChatGPT remain the “go-to app” […] The post DeepSeek Takes on ChatGPT: App Powered by DeepSeek V3 Now Live!
Are you struggling to make your remote data team feel like a team? The term remote literally means distant or situated far from the populationhardly the type of environment where one could envision teamwork thriving. But with remote work not going anywhere anytime soon, its up to management to find ways to encourage remote data teams to work closely together.
Artificial intelligence is taking over the world, one industry at a time – and software development is no exception. Amidst the fear of job losses due to AI adoption, one question looms large: Do we still need software engineers? With the rise of generative AI (GenAI) models capable of writing code, debugging, and even architecting […] The post Software Engineers – Do We Need Them Anymore?
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.
Brian Cook joined Kirkland-based WellSaid Labs a year ago as CEO. (GeekWire Photo / Todd Bishop) A new AI model from WellSaid Labs will let users guide the emotions, pitch, and pace of AI-generated voice clips in the same way as a human director would coach a voice actor to produce a desired result. The Kirkland, Wash.-based company announced the new model, dubbed Caruso, Wednesday morning in advance of its upcoming launch.
Models that integrate visual and linguistic inputs, known as Vision Language Models are a subset of Multimodal AI, which are adept at processing both visual and textual data to produce textual responses. Their proficiency lies in their ability to perform tasks without prior specific training (zero-shot learning), along with strong generalization skills, unlike Large Language […] The post Finetuning Qwen2 7B VLM Using Unsloth for Radiology VQA appeared first on Analytics Vidhya.
Chinese AI labs are making steady progress in the AI race. Models like DeepSeek-V3 and Qwen 2.5 are giving tough competition to GPT-4o, Claude, and Grok. How are these Chinese models better? They stand out for their cost efficiency, openness, and high performance. Many are open-source and available under commercially permissive licenses, making them accessible […] The post 4M Tokens?
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
The best of Google AI is now included in Workspace Business & Enterprise plans, giving you AI features like Gemini and NotebookLM Plus with no add-on needed.
OpenAI is here with yet another exciting update – Scheduled Tasks in ChatGPT. This new feature is designed to help you automate your daily workflows, set reminders, and stay organized. Whether youre a professional juggling multiple responsibilities, a student managing deadlines, or someone who simply wants to streamline their routine, scheduled tasks is here to […] The post ChatGPT Just Got Smarter: Now You Can Schedule Tasks appeared first on Analytics Vidhya.
"I don't believe we shall ever have a good money again before we take the thing out of the hands of government, that is, we can't take it violently out of the hands of government, all we can do is by some sly roundabout way introduce something that they can't stop." - F.A.
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.
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
If youve ever applied or thought of applying for a job via LinkedIn, youll know that the experience can be immediately disheartening: Openings that look interesting typically can see hundreds or thousands of applications in a matter of hours data that LinkedIn, a social network for the world of
The German economy contracted by 0.2% in 2024, in the second consecutive year of declines in the annual gross domestic product of Europe's largest economy.
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
Theres nothing quite like gathering with data professionalsfriends old and new at a DATAVERSITY conference.Last months event was particularly special, combining the well-established Data Governance & Information Quality (DGIQ) East Conference with the inaugural AI Governance Conference (AIGov).Adding to the excitement was the expanded Women in Data Management and Governance (WDMG) program.With so much packed […] The post Key Takeaways from the DGIQ East 2024 + AI Governance Conferences
Chinese firms continue to release AI models that rival the capabilities of systems developed by OpenAI and other U.S.-based AI companies. This week, MiniMax, an Alibaba- and Tencent-backed startup that has raised around $850 million in venture capital and is valued at more than $2.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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