Dataops, the discipline of managing data integration and cleansing operations, is becoming increasingly important for businesses as they strive to leverage analytics and gain a competitive advantage. Dataops teams can now leverage AI and machine learning techniques to improve efficiency, data quality, and reliability. By reducing data... https://www.infoworld.com/article/3706090/5-ways-to-use-ai-and-machine-learning-in-dataops.html#tk.rss_all #DataOps #DataManagement #AIRevolution #softcorpremium

Predictive AI is being integrated into the workflows of technology and operations teams to help them anticipate and prevent problems, as well as capitalize on opportunities. By using statistical algorithms and advanced machine learning techniques, predictive AI can analyze patterns and trends to identify potential issues or... https://www.dynatrace.com/news/blog/what-is-predictive-ai-how-this-data-driven-technique-gives-foresight-to-it-teams/ #PredictiveAI #ITOps #DevSecOps #softcorpremium

LangChain is a framework that allows developers to build applications powered by language models. It provides modular abstractions and collections of implementations for tasks such as building chatbots, summarizing documents, analyzing data, writing code, and more. LangChain offers six modules, including an interface with... https://www.infoworld.com/article/3706289/what-is-langchain-easier-development-around-llms.html#tk.rss_all #LanguageModels #AIApplications #GenerativeAI #softcorpremium

When building a cloud architecture with generative AI-powered systems, it is important to understand the use cases and define the purpose and goals of the generative AI. Data sources and quality are crucial, and data accessibility should be a primary focus. Data security and privacy measures must be... https://www.infoworld.com/article/3706094/adding-generative-ai-systems-may-change-your-cloud-architecture.html#tk.rss_all #CloudArchitecture #GenerativeAI #EthicalAIUsage #softcorpremium

Introduction to LLMOps, a methodology for operationalizing large language models (LLMs) like GPT-4 it involves prompt engineering, fine-tuning, and deploying LLMs for real-world applications. https://techcommunity.microsoft.com/t5/ai-machine-learning-blog/an-introduction-to-llmops-operationalizing-and-managing-large/ba-p/3910996 #LLMOps #AzureML #MicrosoftAI #softcorpremium

Microsoft is focused on increasing developer productivity and conforming to regulatory controls in the financial services industry. They have introduced tools like Azure DevTest Labs, GitHub Codespaces, and VMs to streamline development environments and processes. These tools enable... https://techcommunity.microsoft.com/t5/apps-on-azure-blog/microsoft-dev-box-the-superpower-financial-services-development/ba-p/3908281 #DeveloperProductivity #RegulatoryCompliance #CloudDevelopment #softcorpremium

Data democratization, the idea of enabling entire teams and departments to use data for better decision-making, is currently a pipe dream for most executives. Only 32% of available data is being utilized, leaving the remaining 68% untapped. The inability to be nimble and compete on data is a significant threat to... https://www.infoworld.com/article/3704990/3-keys-to-making-data-democratization-a-reality.html#tk.rss_all #datademocratization #accessibledataproducts #nocodeoptions #softcorpremium

The article discusses the importance of striking the right balance in cloud management, emphasizing that the cloud is not always the ideal solution for every application and can be costly when used incorrectly. The author highlights the need to analyze performance, address security and data access, understand data management, and take a holistic approach to... https://cloudtweaks.com/2023/08/goldilocks-principle-tech-management/ #CloudManagement #CloudOptimization #DataPrivacy #softcorpremium

In a guest blog by Dave McCarthy, Vice President at IDC, he discusses the evolving complexity of cloud infrastructure and the need for a consistent application deployment experience across cloud, edge, and dedicated environments. IDC predicts that by 2025, 75% of... https://blogs.vmware.com/cloud/2023/08/22/managing-the-complexity-of-multicloud/?utm_source=rss&utm_medium=rss&utm_campaign=managing-the-complexity-of-multicloud #cloudinfrastructure #hybridcloud #applicationdeployment #softcorpremium

Microsoft has introduced TypeChat, an open-source project aimed at improving AI model interactions. TypeChat uses TypeScript types to retrieve structured JSON responses from OpenAI and Azure OpenAI models, bringing more control and accuracy to AI projects. It simplifies the process of retrieving desired responses and... https://techcommunity.microsoft.com/t5/educator-developer-blog/typechat-define-schemas-for-your-openai-prompts/ba-p/3888035 #TypeChat #AIdevelopment #OpenSource #softcorpremium

This article provides an overview of machine learning and deep learning, explaining common algorithms and techniques used. It discusses topics such as supervised and unsupervised learning, data cleaning and encoding, and hyperparameter tuning. It also mentions the importance of feature engineering and the challenges of... https://www.infoworld.com/article/3702651/the-engines-of-ai-machine-learning-algorithms-explained.html#tk.rss_all #MachineLearning #DeepLearning #DataScience #softcorpremium

Annealing quantum computers have already shown to be significantly faster than classical computers for certain workloads and will soon be capable of previously unimaginable calculations. Quantum annealing, in particular, has proven to be over three million times faster than classical methods for certain... https://www.infoworld.com/article/3702730/where-quantum-computing-is-already-delivering-value.html#tk.rss_all #QuantumComputing #AnnealingQuantumComputers #OptimizationProblems #softcorpremium

ByteDance, the parent company of TikTok, has been internally testing a conversational AI project called Grace. After two months of research and development, Grace has started testing and its interface has been revealed. The testing website, gracebot.cn, requires invitation or authorized account login to access. Users can interact with Grace through... https://pandaily.com/bytedances-ai-chatbot-product-grace-enters-internal-testing/ #AIchatbots #ByteDance #conversationalAI #softcorpremium

AI algorithms are quietly revolutionizing the database industry, transforming how data is stored, accessed, and processed. This includes the use of vectors and embeddings to store information, allowing for more complex queries and recommendation systems. Databases are now capable of reading users' minds, using... https://www.infoworld.com/article/3703211/10-ways-generative-ai-upends-the-traditional-database.html#tk.rss_all #AIrevolution #databasetransformation #AIanddatabases #softcorpremium

Enterprises often lack a formal cloud computing finops program, relying on manual processes for cost accounting. However, investing in finops pays off quickly, and companies with a successful program can ensure efficient architecture choices, accurate financial reporting, compliance with regulations, and cost savings. It... https://www.infoworld.com/article/3704631/how-to-tell-if-your-cloud-finops-program-is-working.html#tk.rss_all #cloudfinops #costoptimization #cloudinvestments #softcorpremium

Microsoft continues to push the boundaries of technology with its latest advancements. From AI-powered cost management to advanced threat-hunting techniques, Microsoft's offerings are designed to enhance efficiency and security for businesses. The company's AI chat capability in... https://jiadong-chen.medium.com/exploring-microsofts-trailblazing-tech-advancements-from-ai-powered-cost-management-to-advanced-5a22315503b0 #MicrosoftAdvancements #CuttingEdgeTech #BusinessEmpowerment #softcorpremium

The era of data-driven transformation is upon us, and businesses are facing the challenge of making better decisions and outcomes using data. Inconsistencies in data across different systems and sources have become a top challenge for data users. The concept of cloud vendor lock-in has evolved, with the pain associated with it becoming more... https://cloudtweaks.com/2023/08/reframing-lock-in-data-driven-transformation/ #datadriventransformation #cloudvendorlockin #datagravity #softcorpremium

Artificial intelligence (AI) is making waves in the tech industry, but what does it mean for developers? While AI won't write all your code for you, it can help developers focus their time more effectively. AI coding assistants like ChatGPT and GitHub Copilot can save developers time by providing suggestions and... https://www.infoworld.com/article/3704232/generative-ai-and-a-new-version-of-old-programming.html#tk.rss_all #AIdevelopers #FutureofCoding #ArtificialIntelligence #softcorpremium

Generative AI, a form of artificial intelligence, uses deep neural networks to create new content based on patterns it has learned from existing data. It can produce text, images, audio, and video, and can carry on conversations, answer questions, write stories, and more. Generative AI differs from discriminative AI... https://www.infoworld.com/article/3689973/what-is-generative-ai-artificial-intelligence-that-creates.html#tk.rss_all #GenerativeAI #ArtificialIntelligence #ChatGPT #softcorpremium

Technical debt is posing significant challenges for companies with complex IT ecosystems. This debt, which includes outdated technologies and inefficient practices, leads to increased costs, reduced speed, and difficulties in attracting and retaining talent. Technical debt also compromises the quality and... https://www.infoworld.com/article/3704233/you-cant-run-away-from-technical-debt.html#tk.rss_all #TechnicalDebtChallenges #TechnologyDecisions #RemovingTechnicalDebt #softcorpremium