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MLOps Coffee Sessions #155 with Matei Zaharia, The Birth and Growth of Spark: An Open Source Success Story, co-hosted by Vishnu Rachakonda.// AbstractWe dive deep into the creation of Spark, with the creator himself - Matei Zaharia Chief technologist at Databricks. This episode also explores the development of Databricks' other open source home run ML Flow and the concept of "lake house ML". As a special treat Matei talked to us about the details of the "DSP" (Demonstrate Search Predict) project, which aims to enable building applications by combining LLMs and other text-returning systems.// About the guest:Matei has the unique advantage of being able to see different perspectives, having worked in both academia and the industry. He listens carefully to people's challenges and excitement about ML and uses this to come up with new ideas. As a member of Databricks, Matei also has the advantage of applying ML to Databricks' own internal practices. He is constantly asking the question "What's a better way to do this?"// BioMatei Zaharia is an Associate Professor of Computer Science at Stanford and Chief Technologist at Databricks. He started the Apache Spark project during his Ph.D. at UC Berkeley, and co-developed other widely used open-source projects, including MLflow and Delta Lake, at Databricks. At Stanford, he works on distributed systems, NLP, and information retrieval, building programming models that can combine language models and external services to perform complex tasks. Matei's research work was recognized through the 2014 ACM Doctoral Dissertation Award for the best Ph.D. dissertation in computer science, an NSF CAREER Award, and the US Presidential Early Career Award for Scientists and Engineers (PECASE). // MLOps Jobs board https://mlops.pallet.xyz/jobs// MLOps Swag/Merchhttps://mlops-community.myshopify.com/// Related Linkshttps://cs.stanford.edu/~matei/https://spark.apache.org/--------------- ✌️Connect With Us ✌️ -------------Join our slack community: https://go.mlops.community/slackFollow us on Twitter: @mlopscommunitySign up for the next meetup: https://go.mlops.community/registerCatch all episodes, blogs, newsletters, and more: https://mlops.community/Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/Connect with Matei on LinkedIn: https://www.linkedin.com/in/mateizaharia/Timestamps:[00:00] Matei's preferred coffee[01:45] Takeaways[05:50] Please subscribe to our newsletters, join our Slack, and subscribe to our podcast channels![06:52] Getting to know Matei as a person[09:10] Spark[14:18] Open and freewheeling cross-pollination[16:35] Actual formation of Spark[20:05] Spark and MLFlow Similarities and Differences[24:24] Concepts in MLFlow[27:34] DJ Khalid of the ML world[30:58] Data Lakehouse[33:35] Stanford's unique culture of the Computer Science Department[36:06] Starting a company[39:30] Unique advice to grad students[41:51] Open source project[44:35] LLMs in the New Revolution[47:57] Type of company to start with[49:56] Emergence of Corporate Research Labs[53:50] LLMs size context[54:44] Companies to respect[57:28] Wrap up

Friedrich Wilhelm Weber beschreibt in diesem Epos den Endkampf zwischen den christlichen Franken und heidnischen Sachsen zu Anfang des 9. Jahrhunderts. Er verknüpft geschickt historische Figuren in einer fiktiven Geschichte. Hauptfigur ist der Sachse Elmar der die fränkische Hildegunde liebt. Die Hauptbotschaft, die Weber mit seinem Epos vermitteln möchte, ist die der Überwindung von Zwietracht und Gewalt durch Toleranz und Nächtsenliebe. Eine Botschaft, die auch heute noch bedeutsam ist. Das Epos besteht aus 25 Gesängen. - Summary by lorda

Philosophy is the search for a comprehensive view of nature, an attempt at a universal explanation of things. It is both the summary of the sciences and their completion; both general science and a specialty distinguished from science proper; and, like its elder sisters, religion and poetry, forms a separate branch among the manifestations of the human mind. The different sciences have special groups of facts for their subject-matter, and seek to discover the causes of these phenomena, or to formulate the laws according to which they are produced. In philosophy, on the other hand, the human mind endeavors to rise beyond such groups and their particular laws, and to explain the wrorld as a whole, or the universal fact or phenomenon , by the cause of the causes, or the first cause. In other words, it attempts to answer the question, Why does this world exist, and how does it happen to be what it is? (Summary by Introduction)