Great video by Nilay Parikh on AI Ops and how Pyroscope / profiling fits in!
AI in AlgoTrading, Risk, Portfolio & Quantitative Finance | Augmented AI for Structured Scientific and Arithmetic Data | Realtime Data | AI & Forecasting for Timeseries AIOps | MLOps | DataOps | Data&AI Platforms
Mastering Efficiency: AI Ops for Self-Tuning, Bottleneck Detection, and Smart Workflow Optimization: https://lnkd.in/dTvz3Zby 0:00 - Introduction 0:38 - Data-Driven Enterprise 1:21 - A Problem Statement 2:24 - Solution to the Problem 4:38 - Simulation Program (.py) 5:30 - Pyroscope 9:38 - AIOps: The New DevOps 10:42 - Model Accuracy & Performance 13:32 - Architecture & SDLC (Software Development Life Cycle) Workflow 15:11 - Data Structures 19:47 - AIOps & Production Workflow 22:50 - Gartner's Trends 23:41 - Demo Vlog "AIOps2024#02" In the ever-evolving landscape of technology, the rise of #AIOps, #MLOps, and #DataOps is not just a trend – it's a paradigm shift. As we delve deeper into the realms of #MachineLearning, #DataScience, and #AIIntegration, the importance of efficient and intelligent systems becomes paramount. With tools like #Pyroscope, we're witnessing a revolution in performance tuning and bottleneck detection. This is crucial for #TechInnovation, where the need for #SmartWorkflow and #SelfTuning systems is growing exponentially. For those interested in #AlgorithmicTrading and #HFT, the advancements in #QuantAnalytics are opening new doors to opportunities and challenges alike. The integration of AI in this field is not just improving processes but redefining them. On the cloud front, platforms like #Azure are continually evolving, offering robust solutions for #CloudComputing and complex data handling, essential for modern #DigitalTransformation. As we step into the era of #NextGenDevelopment, the focus is on #OperationalExcellence and #TechEfficiency. The goal is not just to adapt but to innovate and lead. Join me in exploring these fascinating developments and be a part of the conversation. Let's discuss, learn, and grow together in this journey of technological transformation! #AITransformation #TechTrends #InnovationInTech
AI in AlgoTrading, Risk, Portfolio & Quantitative Finance | Augmented AI for Structured Scientific and Arithmetic Data | Realtime Data | AI & Forecasting for Timeseries AIOps | MLOps | DataOps | Data&AI Platforms
10 个月Thank you Pyroscope