MLOps Roadmap 2025 | Booming or Dying Career? скачать в хорошем качестве

MLOps Roadmap 2025 | Booming or Dying Career?

Sourabh Burnwal, an experienced MLOps Engineer who has worked with leading product-based companies like Nuitée, Vimaan, SkyLark Labs, and Takeleap. With expertise in deploying and scaling machine learning models using tools like AWS, Docker, Kubernetes, Terraform, and Kafka, Sourabh brings practical knowledge to the table. As a Red Hat Certified System Administrator and author of a published book chapter, he shares actionable advice for aspiring MLOps professionals. This episode dives into the fundamentals of MLOps, career pathways in the field, and best practices for deploying models in real-world scenarios. Learn how to overcome common industry challenges, adapt data science skills for MLOps, and leverage tools like Grafana and Triton Inference Server. Perfect for students, machine learning enthusiasts, and professionals, this discussion offers technical insights, problem-solving strategies, and guidance to thrive in the evolving world of MLOps. ⏳ Timestamps ⏳ 🚀 00:00 - Exciting Highlights Coming Up! 🎤 02:42 - Meet Our Guest: Sourabh Burnwal 🛤️ 03:31 - From CS Student to MLOps Expert – Sourabh’s Journey 🏢 05:08 - Working in Different Companies: How MLOps Roles Vary? 🤔 07:56 - MLOps Explained: What It Is & Why It Matters! 🎯 11:53 - Must-Know Advice for Students Entering MLOps ⚡ 19:40 - DevOps vs. MLOps: What’s the Key Difference? 📚 21:24 - Do You Really Need a Degree for MLOps? Academia vs. Industry 🚫 22:51 - Biggest Myths & Misconceptions About MLOps 🔮 24:56 - The Future of MLOps in the Next 5 Years! 🔥 28:19 - The Most Exciting MLOps Trends Right Now! 📌 30:02 - Will MLOps Become a Must-Have Skill for ML Engineers? ☁️ 31:04 - How Important is Cloud Knowledge for MLOps? 📈 32:10 - Staying Updated with the Latest in MLOps 🛠️ 33:40 - How to Master New MLOps Tools & Technologies? ⚠️ 34:48 - Common Mistakes Beginners Make in MLOps 💡 34:42 - Must-Have Soft Skills for MLOps Professionals 💼 38:05 - MLOps Hiring Trends: Do Companies Want Specialists or Generalists? 🌍 40:13 - What is TalkMLOps & How Does It Help the Community? 🔥 43:29 - Rapid Fire Round! Fun & Quick Questions Thank you so much for watching this video! If you found this video helpful or entertaining, don't forget to like, comment, and subscribe to my channel. Also, let me know in the comments if you have any specific topics or questions you'd like me to cover in future podcast episodes ❤️ #datascience #machinelearning #python #artificialintelligence #ai #data #dataanalytics #bigdata #programming #coding #datascientist #technology #deeplearning #computerscience #datavisualization #analytics #pythonprogramming #tech #iot #dataanalysis #java #developer #programmer #business #ml #database #software #javascript #statistics #innovation #cybersecurity #coder #dataanalyst #code #datamining #engineering #linux #cloudcomputing #codinglife #robotics #softwaredeveloper #sql #automation #science #cloud #softwareengineer #neuralnetworks #datasciencetraining #daysofcode #bigdataanalytics #digitaltransformation #computer #coders #datasecurity #dataviz #webdevelopment #devops #programminglife #html #programmingmemes #pythoncode #codingisfun #pythonlearning #css #programminglanguage #webdeveloper #programmerhumor #codingbootcamp #codingjokes #programmingjokes #coderlife #programminghumor #developerlife #programmingisfun #softwaredevelopment #webdesign #softwareengineering #development #php #frontenddeveloper #robot #art #blockchain #datacenter #PowerBI #BusinessIntelligence