What is Kubernetes | AI and Machine Learning Workflows | Community Webinar

This tutorial will give an overview of Kubernetes and the development of AI/ML workflows with it. Data science and machine learning are helping to drive business decisions and generate income and insights for organizations across a spectrum of industries, from oil and gas to financial services and many in between. However, developing and deploying ML workflows can be challenging. In this session, we'll explore how to incorporate data science and AI/ML into Kubernetes development workflows, taking advantage of the platform's openness and rich ecosystem. Using well-known open-source tools for data science such as Jupyter Notebooks and TensorFlow, we will explore different strategies to accelerate and automate ML workloads with Kubernetes. Table of Content 00:00 – Introduction 06:04 – AI/ML people 07:30 – A day in the life of a data scientist 10:06 – Kubernetes 12:18 – MLOps: DevOps to ML 15:35 – OpenDataHub 17:24 – OpenShift Data Science 17:53 – Demo 44:58 – Resources Presentation Slides: https://online.datasciencedojo.com/co... You can register for a free sandbox account for OpenShift Data Science now here: https://sso.redhat.com/auth/realms/re... You can access the sandbox to follow along with the host during the webinar https://developers.redhat.com/product... Learn the advanced machine-learning concepts including MLOps, chatbots, and recent developments:    • Machine Learning | Webinar Compilation   -- At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0 💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0 💼 Get started in the world of data with our top-rated data science bootcamp: https://hubs.la/Q01ZZDpt0 💼 Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZD-s0 💼 Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0 -- Unleash your data science potential for FREE! Dive into our tutorials, events & courses today! 📚 Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0 📚 Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10 📚 Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80 📚 Checkout our free data science courses: https://hubs.la/Q01ZZMcm0 📚 Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0 -- 📱 Social media links Connect with us:   / data-science-dojo   Follow us:   / datasciencedojo   Keep up with us:   / data_science_dojo   Like us:   / datasciencedojo   Find us: https://www.threads.net/@data_science... -- Also, join our communities: LinkedIn:   / 13601597   Twitter:   / 1677363761399865344   Facebook:   / aiandmachinelearningforeveryone   Vimeo: https://vimeo.com/datasciencedojo Discord:   / discord   _ Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0 #kubernetes #artificialintelligence #machinelearning