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Data Science News
Analyticsindiamag
4w
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Rapid7 Announces New Global Capability Centre in Pune
- Cybersecurity company Rapid7 has announced the launch of a new global capability centre in Pune.
- The centre will serve as both an innovation hub and a security operations centre, providing round-the-clock security services to customers worldwide.
- It will focus on product and service innovation in cybersecurity, develop local talent, and collaborate on AI initiatives.
- Expanding into India is a strategic move for Rapid7 to strengthen security operations and invest in customer-centric innovation.
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Analyticsindiamag
4w
472
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How AI is Making Developers 10X Faster and Productive
- SmartQ, a bridge between humans and machines, enhances productivity and communication in the AI landscape.
- For clients, SmartQ provides insights and visibility into cafeteria management, optimizing resources and enhancing the dining experience.
- Cafeteria operators benefit from SmartQ's control desk, reducing food wastage, streamlining order fulfillment, and improving workflows.
- SmartQ's in-house AI tool, Deva.ai, has revolutionized developer productivity by 10 times.
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Analyticsindiamag
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183
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TiDB Cloud Redefines Data Management for India’s Digital Future
- TiDB Cloud is a cloud-native distributed SQL database designed to help Indian enterprises scale, analyze data in real time, and reduce operational complexity.
- It offers two variants: TiDB Cloud Dedicated for organizations with predictable workloads, and TiDB Cloud Serverless for startups and businesses with dynamic workloads.
- TiDB is working on a next-generation database architecture to introduce groundbreaking features like dynamic scalability and 100% control of data deployment.
- TiDB Cloud dynamically adapts to workload spikes, ensuring uninterrupted performance, automated failover, and high availability, making it ideal for fintech and e-commerce.
- ACID compliance, strong consistency, and advanced security features make TiDB Cloud a trusted choice for regulated sectors, maintaining data integrity and ensuring data protection.
- TiDB aims to accelerate growth in India by expanding the team, collaborating with cloud technology leaders, and supporting the developer community.
- Large Indian companies like Flipkart and Delhivery have successfully implemented TiDB for mission-critical applications, achieving remarkable scalability and efficiency.
- Globally, companies like Databricks and Pinterest have benefited from TiDB's performance gains, cost reductions, and enhanced latency performance.
- TiDB is hosting its TiDB User Day India in Bengaluru to bring together technology leaders, database professionals, developers, and enthusiasts to explore distributed databases.
- The event aims to showcase real-world use cases, discuss the latest trends, and offer insights into TiDB's architecture and best practices for distributed databases.
- Attendees can connect with peers, gain industry insights, and explore innovative solutions at TiDB User Day India on 26th March 2025 at JW Marriott Hotel, Bengaluru.
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Analyticsindiamag
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3.7k
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US-Based Operant AI Expands to India with AI Security Solutions
- Silicon Valley-based deep-tech AI cybersecurity startup Operant AI has expanded its operations to India.
- The company aims to provide real-time security solutions for India's growing AI sector, particularly in industries like fintech, healthcare, and enterprise software.
- Operant AI has secured $13.5 million in funding and plans to invest in local partnerships with banks, financial institutions, and AI-driven enterprises.
- The startup's 3D Runtime Defense Platform offers critical cybersecurity capabilities to protect Indian software innovation and AI from various attacks while ensuring data protection.
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Medium
4w
138
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The Mystery of RAG Optimization: Insights from 74 Experiments
- The study explores factors affecting system performance in retrieval-augmented generation.
- The RAG system consists of query expansion, retrieval, and text generation modules.
- Systematic experiments identify critical elements and propose new configuration methods.
- The findings provide insights for enhancing retrieval-augmented generation performance.
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VentureBeat
4w
251
Baidu delivers new LLMs ERNIE 4.5 and ERNIE X1 undercutting DeepSeek, OpenAI on cost — but they’re not open source (yet)
- Chinese web search giant Baidu has launched two new AI models, ERNIE 4.5 and ERNIE X1, claiming superior performance compared to DeepSeek and OpenAI.
- ERNIE X1 offers advanced deep-thinking reasoning capabilities, while ERNIE 4.5 is a native multimodal system capable of processing text, images, audio, and video.
- Baidu's models undercut the cost of DeepSeek's R1 reasoning model by 50% and OpenAI's GPT-4.5 by 99% but currently lack open source licensing.
- ERNIE 4.5 and ERNIE X1 can be accessed through Baidu's ERNIE Bot website and available soon via Baidu AI Cloud's Qianfan platform.
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VentureBeat
4w
375
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Mistral AI drops new open-source model that outperforms GPT-4o Mini with fraction of parameters
- French startup Mistral AI has introduced a new open-source model, Mistral Small 3.1, boasting better performance with just 24 billion parameters, in contrast to leading proprietary models.
- The model offers improved text and image processing, multimodal understanding, and an expanded context window of 128k tokens, achieving speeds of 150 tokens per second.
- Mistral’s approach of releasing models under the Apache 2.0 license contrasts with competitors' restricted access, emphasizing open accessibility in the AI industry.
- Founded by former Google DeepMind and Meta researchers, Mistral AI has gained a $6 billion valuation, emphasizing European digital sovereignty and sustainability in AI development.
- Mistral’s efficiency in using smaller architectures addresses computational and energy cost concerns associated with large models, making AI more accessible for on-device applications.
- The company’s strategic focus on efficiency and optimization rather than sheer scale aligns with sustainability goals in the face of evolving industry challenges.
- As European AI startups like Mistral gain momentum, concerns about global AI competition are shifting, with a potential for European alternatives to gain market traction.
- Emphasizing European digital sovereignty, Mistral stands out for its regulatory alignment with EU values, contrasting with the challenges faced by American and Chinese competitors.
- Mistral’s diverse AI product portfolio, including specialized tools like Mistral OCR and Saba, demonstrates a strategic balance between innovation and market demands.
- Bridging partnerships and alliances, including deals with Microsoft and strategic players in Europe, positions Mistral as a key player in the region's AI ecosystem.
- While Mistral's open-source strategy challenges traditional AI development norms, the company faces revenue challenges and the need to differentiate in a competitive industry.
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Medium
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339
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Why Data Engineering is the Backbone of Data Science
- Data Engineering focuses on designing, building, and maintaining systems that collect, store, and process large amounts of data.
- Data Engineering is the backbone of modern analytics, AI, and decision-making.
- Data Engineering is one of the fastest-growing tech careers due to high demand, job growth, lucrative salaries, and opportunities in various industries.
- Key skills in Data Engineering include SQL & Databases, Python & Data Processing, Cloud Platforms, Big Data Tools, and Data Warehousing & Pipeline Automation.
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Medium
4w
120
The Future of Financial Analysis: Key Trends for 2025 and Beyond
- Artificial Intelligence (AI) and machine learning (ML) are transforming how financial analysts forecast trends, detect anomalies, and automate workflows.
- Real-time data is changing how businesses approach financial planning and risk management.
- Sustainability and ESG investing are becoming critical factors in financial decision-making.
- Financial analysts will need to focus on strategic decision-making and develop skills in business strategy, automation tools, and effective communication.
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Johndcook
4w
26
Lessons Learned With the Z3 SAT/SMT Solver
- Optimization problems can be solved faster in Z3 by converting them to decision problems and using bisection search.
- Using Z3 tactics can significantly speed up the solve process, and training multi-step MCTS might further enhance performance.
- Z3's strength lies in its broad functionality rather than raw compute performance, but alternative solvers like CVC5 may offer faster solutions.
- Good problem formulation, preprocessing, and manual constant propagation can greatly impact solver performance.
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Medium
4w
174
How to Disappear Online: The Art of Digital Vanishing in an Age of Surveillance
- Companies, governments, and cybercriminals rely on digital surveillance to monitor people.
- Modern CCTV systems analyze footage in real-time using AI, matching body posture and movement patterns.
- Data brokers collect and resell personal information for marketing and surveillance purposes.
- By understanding surveillance and taking strategic steps, you can reduce your digital footprint and protect your privacy.
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Medium
4w
93
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Bazaar: A day at the market.
- The alchemist's notes reflect on transformation and creation, emphasizing understanding, logic, and spiritual growth.
- Creation is seen as the outcome of a transformation, with a project representing a phase that converts an idea into action.
- The importance of exploring various paths to strengthen one's understanding and system functionality is highlighted.
- A reflection on the intricate dynamics of projects, actions, and outcomes leads to insights on the nature of creation.
- The narrative transitions to a day at the market, where the author details a practical experience of shopping and decision-making.
- Efficient planning, communication, and adaptation are essential elements in navigating the market experience effectively.
- The author reflects on the importance of communication in business transactions and the influence of emotions in decision-making processes.
- Observations at the market shed light on team cohesion, communication challenges, and the impact of human resources on organizational dynamics.
- The day at the market concludes with a reflection on understanding forces, weight distribution, and system functionality during a walk back.
- The narrative intertwines philosophical reflections with practical experiences, offering a blend of introspection and real-world observations.
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VentureBeat
4w
344
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Visa’s AI edge: How RAG-as-a-service and deep learning are strengthening security and speeding up data retrieval
- Visa utilizes RAG-as-a-service and deep learning to enhance security and speed up data retrieval, particularly in dealing with complex policy-related questions across different countries.
- The use of generative AI has allowed Visa's client services team to access information up to 1,000 times faster, improving the quality of results and operational efficiency.
- Visa introduced 'Secure ChatGPT' to address employees' demand for AI tools within a secure environment, ensuring data confidentiality and control.
- Secure ChatGPT offers several model options such as GPT, Mistral, Anthropic’s Claude, Meta’s Llama, Google’s Gemini, and IBM’s Granite, providing versatility and customization.
- Visa's data infrastructure investment of around $3 billion in the past decade strengthens their AI capabilities with a multi-layered tech stack.
- Visa focuses on fraud prevention through AI, investing over $10 billion to enhance network security and block attempted fraud, totaling $40 billion in 2024.
- Technologies like deep learning recurrent neural networks aid Visa in transaction risk scoring for CNP payments, while transformer-based models improve real-time fraud detection.
- Synthetic data is used to augment existing data for fraud prevention simulations, staying ahead of cyber threats in an evolving landscape.
- Visa's AI tools, backed by deep learning and secure frameworks like RAG-as-a-service, exemplify the company's commitment to innovation and data-driven security measures.
- Continuous testing of AI models ensures performance, unbiased outcomes, and effective fraud mitigation across Visa's expansive global operations.
- Through strategic investments in AI technologies and data infrastructure, Visa is able to deliver faster, more secure services while upholding strict data protection standards and fraud prevention protocols.
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Medium
4w
0
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Causal Inference in AI (Part 4/4) — How AI Can Enhance Causal Inference?
- AI is becoming an essential tool for advancing causal discovery, effect estimation, and hypothesis testing.
- Modern AI techniques, such as deep learning and generative models, are automating and scaling causal inference.
- AI-driven causal discovery methods automate the process of uncovering causal relationships in complex datasets.
- AI enhances effect estimation, counterfactual reasoning, and experimentation in various fields, including healthcare and digital marketing.
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Medium
4w
330
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The Evolution and Impact of Radio.
- Radio is a powerful communication medium that has revolutionized information and entertainment.
- Despite the emergence of digital media, radio remains relevant in connecting communities and serving as an important medium for emergency communication.
- The radio technology has its origins in the work of researchers such as James Clerk Maxwell and Guglilmo Marconi.
- The first licensed radio station, KDKA, started operating in 1920 and marked the rapid growth of radio technology.
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