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The complexity of IT and security infrastructure was highlighted as the greatest obstacle to achieving cyber resilience according to new research, Unlock the Resilience Factor from Zscaler. Forty-three percent of 1,700 IT and security leaders worldwide ranked the challenge as a major barrier to an improved ability to recover from serious cyber events, nine percentage points above the second-placed issue: legacy security and IT issues.
Python has become the lingua franca for scientific computing and data visualization, thanks in large part to its rich ecosystem of libraries. One such tool that has been a favourite among researchers and practitioners alike is PyLab. In this article, we will delve into the world of PyLab, exploring its origins, features, practical use cases, […] The post A Quick Guide to PyLab appeared first on Analytics Vidhya.
Announcing DataOps Data Quality TestGen 3.0: Open-Source, Generative Data Quality Software. Now With Actionable, Automatic, Data Quality Dashboards Imagine a tool that can point at any dataset, learn from your data, screen for typical data quality issues, and then automatically generate and perform powerful tests, analyzing and scoring your data to pinpoint issues before they snowball.
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.
AI-based humanoid robots could soon start becoming a workforce reality, thanks to parallel advances in generative AI and electromechanical components and mechatronics, enabling robots to have reasoning skills as well as physical abilities that exceed their predecessors. Were still very early in the journey, but its only going to get better, says Dwight Klappich, a research vice president at Gartner.
China is advancing rapidly in generative AI, building on successes like DeepSeek models and Kimi k1.5 in language models. Now, its leading the vision domain with OmniHuman and Goku excelling in 3D modeling and video synthesis. With Step-Video-T2V, China directly challenges top text-to-video models like Sora, Veo 2, and Movie Gen. Developed by Stepfun AI, […] The post Chinas New AI Video Star: Step-Video-T2V appeared first on Analytics Vidhya.
China is advancing rapidly in generative AI, building on successes like DeepSeek models and Kimi k1.5 in language models. Now, its leading the vision domain with OmniHuman and Goku excelling in 3D modeling and video synthesis. With Step-Video-T2V, China directly challenges top text-to-video models like Sora, Veo 2, and Movie Gen. Developed by Stepfun AI, […] The post Chinas New AI Video Star: Step-Video-T2V appeared first on Analytics Vidhya.
Artificial intelligence (AI) has transformed how humans interact with information in two major wayssearch applications and generative AI. Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search. Generative AI use cases include chatbots with Retrieval-Augmented Generation (RAG), intelligent log analysis, code generation, document summarization, and AI assistants.
At the end of 2023, Chicago-based Article Student Living was acquired by a global real estate investment company, which allowed the business to expand, and enabled it to make key investments in the high-demand student housing market. But because Article was growing so quickly, managing one of the largest student housing portfolios in the US, it needed to be more intentional about operational efficiency.
Imagine this: it’s the 1960s, and Spencer Silver, a scientist at 3M, invents a weak adhesive that doesnt stick as expected. It seems like a failure. However, years later, his colleague Art Fry finds a novel use for itcreating Post-it Notes, a billion-dollar product that revolutionized stationery. This story mirrors the journey of large language […] The post How to Measure Performance of RAG Systems: Driver Metrics and Tools appeared first on Analytics Vidhya.
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
Businesses have never had access to more data than they do today. Every transaction, customer interaction, and operational process leaves a digital footprint. Yet, despite having all this information at their fingertips, many organizations struggle to translate it into meaningful action. Why? Because data without intelligence is just noise. Take a mid-sized company trying to track performance.
Whatever role is best for youdata scientist, data engineer, or technology managerNorthwestern University's MS in Data Science program will help you to prepare for the jobs of today and the jobs of the future.
Researchers at the University of Oxford have demonstrateddistributed quantum computing for the first timeby connecting two separate quantum processors via a photonic network interface. By using optical fibers to entangle quantum bits in separate modules, quantum logic operations can be performed across the modules via quantum teleportation. The method makes it possible to link together small quantum units, which could potentially lead to functioning quantum computer systems on a large scale that
If you’re working with AI/ML workloads(like me) and trying to figure out which data format to choose, this post is for you. Whether you’re a student, analyst, or engineer, knowing the differences between Apache Iceberg, Delta Lake, and Apache Hudi can save you a ton of headaches when it comes to performance, scalability, and real-time […] The post Apache Iceberg vs Delta Lake vs Hudi: Best Open Table Format for AI/ML Workloads appeared first on Analytics Vidhya.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Ryan Trollip is a partner and a board member of Decision Management Solutions. Over the last 25 years he has focused on delivering value through automation, leading business automation delivery, and more than 15 years of specialized oversight and building decision automation services practices and software. These practices delivered large, complex decision automation solutions.
Outdated software applications are creating roadblocks to AI adoption at many organizations, with limited data retention capabilities a central culprit, IT experts say. Decades-old apps designed to retain a limited amount of data due to storage costs at the time are also unlikely to integrate easily with AI tools, says Brian Klingbeil, chief strategy officer at managed services provider Ensono.
In the rapidly evolving digital world of today, being able to use artificial intelligence (AI) is becoming essential for survival. Businesses may now improve customer relations, optimize processes, and spur innovation with the help of large language models, or LLMs. However, how can this potential be realised without a lot of money or experience? LLM […] The post Top 12 Free APIs for AI Development appeared first on Analytics Vidhya.
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.
Birmingham City Councils (BCC) troubled enterprise resource planning (ERP) system, built on Oracle software, has become a case study of how large-scale IT projects can go awry. The system, intended to streamline payments and HR processes, is now unlikely to function correctly before 2026 four years after its 2022 launch. The project involved replacing the city councils long-standing SAP system with Oracle Cloud.
Microsoft’s OmniParser V2 is a cutting-edge AI screen parser that extracts structured data from GUIs by analyzing screenshots, enabling AI agents to interact with on-screen elements seamlessly. Perfect for building autonomous GUI agents, this tool is a game-changer for automation and workflow optimization. In this guide, well cover how to install OmniParser V2 locally, its […] The post How to Run Microsoft’s OmniParser V2 Locally?
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!
The goal of this article is to guide you through the essential mathematical foundations, machine learning techniques, and coding practices needed to work with LLMs.
Six Sigma is a quality management methodology that aims to streamline processes in an effort to improve products and services. The framework originated in manufacturing, where it was developed to improve quality control and reduce variance in the manufacturing process. Its since evolved to become a widespread methodology adopted by corporations to bolster internal business processes in industries such as technology, healthcare, and finance.
Taking a project from concept to reality is no small feat. What’s even hard to imagine is if the final project will work how we want it to or not. With AI, we can now visualize, create, and even predict the outcomes of our projects with a precision that has never been seen before. From […] The post From Idea to Innovation: Using AI for Project Development appeared first on Analytics Vidhya.
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.
DistilBERT is a smaller, faster version of BERT that performs well with fewer resources. Its perfect for environments with limited processing power and memory.
Over the next 15 years, more than 12 million people will retire, while technological progress will lead to major changes in occupations. According to the World Economic Forum, almost half of the skills required of employees today will change in the foreseeable future. The new requirements will include creative and analytical thinking, technical skills, a willingness to engage in lifelong learning and self-efficacy.
Figure AI has just released the documentation and demos for its latest humanoid robot, Helix. Helix is built on a Vision-Language-Action (VLA) framework, designed to enable humanoid robots to reason and operate with human-like capabilities. This approach aims to tackle the challenge of scaling robotics from controlled industrial environments to the unpredictable, varied settings of […] The post Figure’s Helix: AI that Brings Human-Like Robots to your Home appeared first on Analytics
Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
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