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Data Analytics News
Siliconangle
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JPMorgan leverages scalable AI for enhanced risk management and operational innovation
- JPMorgan Chase and Co. is leveraging scalable AI for enhanced risk management and operational innovation.
- The company aims to make AI scale and is exploring opportunities in both traditional AI and gen AI.
- JPMorgan uses scalable AI for threat detection and risk management, helping in proactively identifying potential failures.
- The partnership with Amazon Web Services enables JPMorgan to strengthen resiliency and security in the cloud.
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Medium
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"6 Breakthrough AI Tools to Transform Your Productivity in 2025"
- Perplexity AI: A tool for quick research and summarizing information from multiple sources.
- Tome AI: Next-gen storytelling tool for creating visually engaging presentations and interactive formats.
- OpenAI Codex: A developer's dream tool for generating code snippets and debugging faster.
- Synthesia: AI-powered video creation tool with realistic avatars and voiceovers.
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Siliconangle
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Exploring Databricks’ vision for an AI-driven data intelligence future
- Databricks is redefining the possibilities of data and AI, according to Naveen Rao, VP of AI at Databricks.
- The company's innovations, such as the Lakehouse and their data intelligence platform, enable businesses to leverage their unique data to create tailored solutions, improving operations and customer experiences.
- Databricks is extending foundational data practices to generative AI, empowering enterprises to extract actionable insights from vast data stores.
- To avoid past failed projects, robust infrastructure and secure pipelines are required for successful AI projects.
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Medium
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What’s Behind Unexpected Changes in Your New User Acquisition Metrics?
- Understanding the reasons behind unexpected changes in new user acquisition metrics is crucial.
- Possible factors include changes in marketing campaigns, product updates, competitor actions, issues with user onboarding, seasonality, channel-specific influences, algorithmic changes, and potential fraud.
- Quick fixes can stabilize metrics, but long-term solutions address underlying problems and establish resilient systems.
- Implementing proactive measures, tracking metrics, addressing root causes, and planning for growth are essential for success.
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Siliconangle
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AWS fosters AI adoption and innovation across Europe
- Amazon Web Services Inc. is meeting Europe’s diversity of needs through the AWS European Sovereign Cloud.
- The European Sovereign Cloud aims to foster artificial intelligence adoption across Europe, addressing barriers such as regulations and lack of digital skills.
- AWS has supported 18 EMEA startups in various sectors, utilizing AI technology and focusing on local languages and culture.
- The European Sovereign Cloud will provide a unique solution with the advantages of AWS cloud, located in Europe and catering to customer demands.
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Associationsnow
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New Trends for Giving Tuesday
- Americans are still eager to make donations during the holiday season, with 43% increasing their charitable giving and volunteering at the end of the year.
- Gen Z and Millennials have higher participation rates in charitable activities during the holiday season, with 59% saying they are doing so.
- Financial constraints are a barrier to giving, with 45% of respondents saying it affects their ability to donate.
- Many Americans lack a clear strategy for giving, with 52% saying they receive no advice on how to spend their charitable dollars.
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Siliconangle
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Hybrid cloud solutions redefine enterprise IT with automation and AI innovation
- Hybrid cloud solutions are transforming enterprise IT landscapes by bridging private and public cloud environments.
- Innovations such as license portability and streamlined deployments are addressing key challenges and unlocking new opportunities for growth.
- These advancements simplify cloud adoption and position enterprises to harness emerging technologies such as generative AI.
- Hybrid cloud solutions emphasize flexibility, automation, and innovation, driving transformation in the cloud industry.
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Siliconangle
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AWS transforms Amazon SageMaker into a single platform for AI and data analytics
- Amazon SageMaker is getting a major update that will integrate faster structured query language analytics, petabyte-scale data processing and more.
- Amazon’s artificial intelligence development platform includes the new SageMaker Unified Studio.
- The SageMaker Unified Studio offers a simplified environment that unifies all the tools found in Amazon’s ecosystem of developer studios, query editors and visual tools.
- It provides access to data from across an organization, as well as a variety of AI and machine learning development tools and the SageMaker Catalog.
- SageMaker is getting its own data platform called SageMaker Lakehouse, which unifies data and includes a giant data repository.
- SageMaker users gain the ability to centralize access to the underlying data assets that power their AI models.
- F. Hoffmann-La Roche AG was able to eliminate data silos and make information easier to access and saw a 40% reduction in data processing times thanks to SageMaker Lakehouse.
- AWS has also announced zero-ETL integrations with various third-party software-as-a-service applications, such as Amazon Aurora MySQL, PostgreSQL and other databases.
- AWS Vice President of Data and AI, Swami Sivasubramanian, explains that the emergence of AI and data analytics combined relies on the need for more interconnected data sources.
- SageMaker brings together all capabilities and features that aim to give customers all the tools they need for direct data processing, SQL analytics, model development and training.
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Softwareengineeringdaily
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Open Source Data Analytics with Sameer Al-Sakran
- Metabase is an open source business intelligence tool that focuses on data exploration, visualization, and analysis.
- Sameer Al-Sakran is the founder and CEO of Metabase.
- He joins the show to talk about the challenge of data accessibility, the evolution of the data analytics field, key lessons from his 14 years leading Metabase, why the platform uses the Clojure language, and much more.
- This episode is sponsored by Metabase.
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Medium
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Introducing the Swarms Evangelist Program: Build and Share Quality Agentic Content
- The Swarms Evangelist Program aims to build a community of individuals passionate about swarm intelligence and distributed AI.
- As a Swarms Evangelist, you will produce high-quality content, establish yourself as a thought leader, and receive competitive compensation.
- You'll get early access to new Swarms features, tools, and contribute to shaping the technology roadmap.
- The program encourages the creation of various types of content, including implementation guides, real-world use cases, and explorations of the potential of swarm intelligence.
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Medium
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Breaking down Blocksense Network’s Architecture
- Blocksense is a decentralized and secure platform that collects and delivers real-world data to blockchains.
- Multiple reporters ensure data accuracy and redundancy to reduce errors.
- Developers can use the Blocksense SDK to create new data feeds that can fund themselves through fees collected from dApps.
- Blocksense connects decentralized apps to real-world data, ensuring reliability and security for blockchain solutions.
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Cloudblog
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PayPal's Real-Time Revolution: Migrating to Google Cloud for Streaming Analytics
- PayPal migrates to Google Cloud's Dataflow for streaming analytics, overcoming challenges and unlocking new opportunities.
- The observability platform team at PayPal manages the SDKs, open telemetry collectors, and data streaming pipelines for processing and exporting metrics and traces.
- PayPal chose Dataflow for its scalability, cost-effectiveness, and seamless integration with other tools.
- The migration has resulted in reduced infrastructure costs, enhanced stability of critical pipelines, and accelerated development cycles for PayPal.
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TechBullion
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The Impact of Advanced Data Analytics on Business Decision-Making
- Advanced data analytics has a significant impact on business decision-making.
- Accurate forecasting with advanced analytics helps anticipate market shifts and consumer behavior.
- Data analytics identifies inefficiencies, reduces costs, and enhances productivity.
- Real-time data analytics enables agile decision-making and minimizes business risks.
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Medium
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Understanding Synthetic Data: Applications and Use Cases in the Modern Era
- Synthetic data refers to artificially generated information that mimics the statistical properties of real-world data.
- It is used in various applications such as data augmentation, bias mitigation, simulation-based training, privacy preservation, medical imaging, fraud detection, risk analysis, personalization, and demand forecasting.
- Specific use cases of synthetic data include autonomous vehicles, anti-fraud models in finance, medical AI models, e-commerce recommendation systems, and digital twins in manufacturing.
- Despite its benefits, synthetic data poses challenges in terms of accuracy, validation, and ethical considerations.
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UX Design
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Exploring generative AI suggestions for analogous data color schemes
- Exploring generative AI suggestions for analogous data color schemes
- Analogous color harmonies refer to at least three colors that are adjacent to each other on the color wheel.
- Generative AI can potentially help in designing data color schemes that pass color blindness tests.
- Color harmony is the process of choosing colors on a color wheel that work well together in the composition of an image.
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