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Expand your knowledge of the concepts discussed in Spark Fundamentals I with a focus on RDDs (Resilient Distributed Datasets). RDDs are the main abstraction Spark provides to enable parallel processing across the nodes of a Spark…
In this course, you learn about the twelve-factor app methodology, microservices, and Istio foundational technologies. These cloud-native technologies are the essentials as you build new apps for the cloud. Microservices are the building blocks for your…
This course serves as an introduction to Kubernetes operators. Operators are a design pattern for building and deploying an application onto a Kubernetes cluster such thatit can be used in the same manner as core Kubernetes resources. It covers the inter…
From social media to news articles to machine logs, text data is everywhere. This class will teach you about Information Extraction: how to extract structured data from text in order to derive valuable insights. You will learn about information extractio…
Mathematical Programming is a powerful technique used to model and solve optimization problems. This training provides the necessary fundamentals of mathematical programming and useful tips for good modeling practice in order to construct simple optimiza…
This Machine Learning with R course dives into the basics of machine learning using an approachable, and well-known, programming language. You'll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learn…
Scala is a very unique programming language. It is compatible with Java yet a bit different, as it supports two programming paradigms: object-oriented programming (OOP) and functional programming (FP). Scala is also being used in Big data space along wit…
This course introduces you to the strange world of quantum computing. You’ll learn about quantum concepts including superposition, entanglement, and uncertainty. You’ll also perform “labs” to get a first-hand look at these concepts. At the end, there’s a…
Are you building a new application and want to utilize an operational datastore that has a flexible schema for fast and simple development? Do you need to ensure your entire application stack can scale elastically to accommodate a fast-growing dataset an…
This course teaches the core principles behind Reactive Architecture. It introduces students to why we need Reactive Systems, and what problems they are trying to solve. It also contrasts Reactive Architectures with Reactive Programming, showing how they…
This course covers Golang operator reconciliation, use of OLM, and use of Scorecard.ReconciliationOperators mimic the behavior of core Kubernetes components in many ways, chief among them the process of reconciliation. When a user creates an instance of…
This course is designed to teach you serverless computing essentials which include how to develop serverless applications composed of loosely-coupled, microservice-like functions. You will get the opportunity to learn more about serverless programming an…
Split into five modules, this is a beginner's course covering the fundamentals of statistics. Start with mean, mode, and median. Then learn about standard deviation using examples from basketball. Learn about probability with dice. Learn what it mea…
Istio is an open platform to connect, secure, and manage a network of microservices, also known as a service mesh, on cloud platforms such as Kubernetes in the IBM Cloud Kubernetes Service. With Istio, You can manage network traffic, load balance across…
Lesson 1 - Introduction to Apache KafkaWhat Kafka is and why it was createdThe Kafka ArchitectureThe main components of KafkaSome of the use cases for KafkaLesson 2 - Kafka Command LineThe contents of Kafka's /bin directoryHow to start and stop KafkaHow…
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