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Social physics is a big data science that models how networks of people behave and uses these network models to create actionable intelligence. It is a quantitative science that can accurately predict patterns of human behavior and guide how to influence those patterns to (for instance) increase decision making accuracy or productivity within an organization.…

This course aims to help participants achieve the following learning outcomes and goals: – Understand the latest advancements and future direction of Kubernetes scheduler. – Learn best practices for extending the Alibaba cloud scheduler to support job-level scheduling. – Gain hands-on experience in building a Scheduling Framework plugin. The course teaches the following individual skills…

A multidisciplinary introduction allows learners to have a strategic vision of the future of information systems around the concepts of “mobiquity and BIG DATA”. Then, we present the fundamental concepts of databases and BIG DATA with their paradigms and properties in support: TIPS / ACID, RICE, WHAT / BASE and Google CABS. The Top Down…

In this 2-hour guided project, “Data Management with Databricks: Big Data with Delta Lakes” you will collaborate with the instructor to achieve the following objectives: 1-Create Delta Tables in Databricks and write data to them. Gain hands-on experience in setting up and managing Delta Tables, a powerful data storage format optimized for performance and reliability.…

In this 1-hour long project-based course, you will learn how to easily create beautiful data visualization with Kepler and effectively design different geospatial data visualizations. https://www.classcentral.com/course/geospatial-bigdata-visualization-keplergl-25474

By the end of this project, you will set up an environment for Big Data Development using Visual Studio Code, MongoDB and Apache Spark. You will then use the environment to process a large dataset from NOAA showing hourly precipitation rates for a ten year period from the state of Wisconsin. MongoDB is a widely…

In this lab, you will deploy a fully functional Hadoop cluster, ready to analyze log data in just a few minutes. You will start by launching an Amazon EMR cluster and then use a HiveQL script to process sample log data stored in an Amazon S3 bucket. HiveQL is a SQL-like scripting language for data…

This course teaches learners about how big data is transforming incident response, covering topics such as big data infrastructure, data analysis, the advantages of big data in security, and different tools and techniques used in incident response. The teaching method includes lectures and real-world examples. This course is intended for individuals interested in cybersecurity, incident…

This course aims to teach learners how to deploy a Big Data infrastructure using the SlapOS Hyperconverged Operating System and Wendelin platform. The course covers the entire data lifecycle, including data ingestion, analysis, visualization, and application integration. Participants will learn to deploy SlapOS infrastructure, set up Wendelin on it, and utilize out-of-core Python applications. The…

This course introduces big data processing using Apache Hadoop and Python. The learning outcomes include understanding Apache Hadoop concepts, infrastructure, and using Python with it. Students will compare Python job speeds under different implementations and explore Python libraries for Apache Hadoop. The course is taught through a conference talk and is intended for beginners interested…