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If youre a student or early professional eager to apply your Machine Learning skills in the real world, an internship is your best starting point. From GenAI-driven logistics to AI-powered finance and legal tech, companies across India are offering exciting ML roles that go far beyond textbook theory. These internships dont just pay – they […] The post 5 Machine Learning Internships in India (2025) appeared first on Analytics Vidhya.
El pasado mes de diciembre, al debatir las duras realidades del papel del CIO con Mary Pratt, de CIO.com , Marc Tanowitz, socio director de West Monroe, observ: Los grandes CIO siempre dicen que s. Dicen que s a lo que quiere la empresa, pero aaden: Estas son las implicaciones Tienes que aceptar no hacer estas otras cosas. Es una conversacin con la que los ejecutivos de TI estn muy familiarizados, especialmente ahora, con la tecnologa avanzando a velocidades cada vez mayores y paradigmas como la
Breaking into data science has never been easy. In this tutorial, well make your life easier by providing you with a step-by-step roadmap for data science beginners.
Organizational shift to four business units sharpens market focus, strengthening AI-powered product development, customer experience, and operational scale RALEIGH, N.C. May 14, 2025 insightsoftware , the most comprehensive provider of solutions for the Office of the CFO, recently finalized a strategic realignment into four dedicated business units: ERP Reporting & BI, EPM, Controllership, and Data & Analytics.
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.
If you look at the past 1 year, the browsing game has changed drastically. It all started with Perplexity and Co-pilot offering more detailed and personalized answers to search queries, and got amplified when ChatGPT added the web search option in its interface. Fast forward to today, all LLMs, be it Grok, Qwen, DeepSeek, kimi, […] The post Try Fellou AI and Say Goodbye to Google and ChatGPT appeared first on Analytics Vidhya.
El ecosistema de inteligencia artificial (IA), en rpida evolucin, en el que parecen emerger nuevos productos y servicios a diario, plantea a los CIO y a los responsables de compras de TI decisiones cada vez ms difciles, en parte debido a la incertidumbre sobre la direccin que tomar finalmente el mercado de la IA. Un debate importante, con implicaciones para los CIO y los compradores de TI, es si la IA ser principalmente un producto o una funcionalidad una vez que se haya estabilizado el mercado
Highlights of whats new in erwin Data Intelligence 15. AI initiatives offer great opportunities for innovation, efficiency and increased competitivenessbut only when the underlying data supporting your efforts is trustworthy, well-governed and ready for intelligent use. Without confidence in the data and AI models you deploy, AI presents more risk to your business than help.
Thanks so much for joining us today. We have over 20,000 people signed up for this event, both subscribers on the oreilly.com platform and those who arent yet subscribers. I think youre here because you all sense what I do: we’re witnessing not the end of programming, but its remarkable expansion. This is the most exciting moment in software development that I’ve seen during my more than 40 years in this industry.
For every Python programmer, whether in the domain of data science and machine learning or software development, Python slicing operations are one of the most efficient, versatile, and powerful operations. Python slicing syntax allows the extraction and modification of data structures like Lists, Strings, Tuples, Arrays, Pandas DataFrames, and even byte sequences.
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.
Having discovered the frightening costs of hiring AI experts from outside the organization, some CIOs have developed ways of building skills in house not just within the IT department, but across the enterprise. Many of the early movers targeted four distinct methods that should now be considered for AI training programs in any organization. Increase office productivity Construction services company Arco set up its first AI training to help people use Microsoft Copilot to transcribe meetings, c
Amazon QuickSight is cloud-powered, serverless, and embeddable business intelligence (BI) service that makes it straightforward to deliver insights to your organization. As a fully managed service, Amazon QuickSight lets you create and publish interactive dashboards that can then be accessed from different devices and embedded into your applications, portals, and websites.
1. ELI5: Understanding MCP Imagine you have a single universal plug that fits all your devicesthat’s essentially what the Model Context Protocol (MCP) is for AI. MCP is an open standard (think USB-C for AI integrations ) that allows AI models to connect to many different apps and data sources in a consistent way. In simple terms, MCP lets an AI assistant talk to various software tools using a common language, instead of each tool requiring a different adapter or custom code.
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.
In the field of machine learning, the main objective is to find the most fit” model trained over a particular task or a bunch of tasks. To do this, one needs to optimize the loss/cost function, and this will assist in minimizing error. One needs to know the nature of concave and convex functions since […] The post Convex vs. Concave Function in Machine Learning appeared first on Analytics Vidhya.
In Data trust and the evolution of enterprise analytics in the age of AI , I addressed the foundational role of trusted data and why governance is so crucial to playing a role in establishing it. What I didnt explore was the background role of enterprise architecture (EA) in potentially being unintentionally complicit in the problem, despite its capacity to be a bigger part of the solution and, more importantly, how it can evolve to make a difference.
Customers use Amazon OpenSearch Service to store their operational and telemetry signal data. They use this data to monitor the health of their applications and infrastructure, so that when a production issue happens, they can identify the cause quickly. The sheer volume and variety in data often makes this process complex and time-consuming, leading to high mean time to repair (MTTR).
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.
I thought Id offer a few takeaways and reflections based on last weeks first AI Codecon virtual conference, Coding with AI: The End of Software Development as We Know It. Im also going to include a few short video excerpts from the event. If you registered for Coding with AI or if youre an existing OReilly subscriber, you can watch or rewatch the whole thing on the OReilly learning platform.
Looking for the right text-to-speech model? The 1.6 billion parameter model Dia might be the one for you. Youd also be surprised to hear that this model was created by two undergraduates and with zero funding! In this article, youll learn about the model, how to access and use the model and also see the […] The post Dia-1.6B TTS : Best Text-to-Dialogue Generation Model appeared first on Analytics Vidhya.
As the name suggests, Southern Cross Travel Insurance, part of the Southern Cross Group, is a travel insurer based in Australia and New Zealand. And as primarily a digital business with about half a million customers, virtually all its products are sold online. To get to that point, though, required an intensive transformation execution and mindset.
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.
Amazon SageMaker Catalog , part of the next generation of Amazon SageMaker , now supports authorization policy for asset type usage a new governance capability that gives organizations fine-grained control over who can create and manage custom assets based on specific asset types. This enhancement brings scalable, policy-driven governance to enterprise data publishing workflows across diverse business domains.
After a post by Andrej Karpathy went viral, vibe coding became the buzzword of the yearor at least the first quarter. It means programming exclusively with AI, without looking at or touching the code. If it doesnt work, you have the AI try again, perhaps with a modified prompt that explains what went wrong. Simon Willison has an excellent blog post about what vibe coding means, when its appropriate, and how to do it.
Model Context Protocol (MCP) often described as the USB-C for AI agents, is the de-facto standard for connecting large language model (LLM) assistants with third-party tools and data. It enables AI agents to plug into various services, run commands, and share context seamlessly. However, its not secure by default. In fact, if youve been indiscriminately […] The post 6 Major Vulnerabilities of MCP appeared first on Analytics Vidhya.
Agentic AI, defined as AI systems and models that can act autonomously to achieve goals without the need for constant human guidance ( Harvard Business Review ), has exploded onto the scene. AI-powered agents have increasingly occupied tech conversations involving every industry and domain from supply chain to customer service. Seemingly out of nowhere, the topic of agents has gained traction and been tossed around as a value-add, AI capability.
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
UniCredit, el banco comercial paneuropeo, busca nuevas oportunidades de negocio al impulsar la digitalizacin del Grupo en 13 mercados europeos. Como consecuencia, la entidad ha rubricado un Memorando de Entendimiento con Google Cloud en el que se recoge un acuerdo a diez aos vista para acelerar la transformacin digital del banco. Gracias a esta alianza, UniCredit utilizar la infraestructura, soluciones de inteligencia artificial (IA) y anlisis de datos del proveedor para optimizar su arquitectur
With OpenSearch version 2.19, Amazon OpenSearch Service now supports hardware-accelerated enhanced latency and throughput for binary vectors. When you choose the latest-generation, Intel Xeon instances for your data nodes, OpenSearch uses AVX-512 acceleration to bring up to 48% throughput improvement vs. previous-generation R5 instances, and 10% throughput improvement compared with OpenSearch 2.17 and below.
Building applications with large language models (LLMs) is exciting, as it lets us create smart, interactive systems. However, making these apps more complex brings along challenges, especially when several LLMs work together. So, how do we manage the flow of information between them? How do we make sure they work smoothly and understand the task? […] The post LangGraph Tutorial for Beginners appeared first on Analytics Vidhya.
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!
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