Apache Spark courses 82

IBM

Hadoop 101

Covers Apache Spark, Big Data.

École Polytechnique Fédérale de Lausanne

Big Data Analysis with Scala and Spark

Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most recently Apache Spark, a fast, in-memory distribu…

IBM

Spark Fundamentals I

Covers Apache Spark, Big Data.

IBM

Data Science with Scala

Covers Apache Spark, Data Science, Machine Learning.

University of California San Diego

Machine Learning With Big Data

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create mac…

Microsoft

Work with Delta Lake tables in Microsoft Fabric

Tables in a Microsoft Fabric lakehouse are based on the Delta Lake technology commonly used in Apache Spark. By using the enhanced capabilities of delta tables, you can create advanced analytics solutions.

IBM

Apache Spark for Data Engineering and Machine Learning

This short course introduces you to the fundamentals of Data Engineering and Machine Learning with Apache Spark, including Spark Structured Streaming, ETL for Machine Learning (ML) Pipelines, and Spark ML. By the end of the course, you will have hands-on experience applying Spark skills to ETL and…

IBM

Machine Learning with Apache Spark

Explore the exciting world of machine learning with this IBM course. Start by learning ML fundamentals before unlocking the power of Apache Spark to build and deploy ML models for data engineering applications. Dive into supervised and unsupervised learning techniques and discover the revolutionary…

IBM

Analyzing Big Data in R using Apache Spark

Microsoft

Use Apache Spark in Azure Databricks

Use Apache Spark in Azure Databricks

Udacity

Data lakes and Lakehouses with Spark and Azure Databricks Course

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

Microsoft

Use Apache Spark in Microsoft Fabric

Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark clusters, enabling you to analyze and process data at scale.

The Hong Kong University of Science and Technology

Big Data Computing with Spark

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

Johns Hopkins University

Data Analysis Using Hadoop Tools

The course "Data Analysis Using Hadoop Tools" provides a thorough and hands-on introduction to key tools within the Hadoop ecosystem, such as Hive, Pig, HBase, and Apache Spark, for data processing, management, and analysis. Learners will gain practical experience with Hive's SQL-like interface for…

IBM

Big Data, Hadoop, and Spark Basics

This course provides foundational big data practitioner knowledge and analytical skills using popular big data tools, including Hadoop and Spark. Learn and practice your big data skills hands-on.

Microsoft

Implement Generative AI engineering with Azure Databricks

Generative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to explore, fine-tune, evaluate, and integrate advanced language models. By using Apache Spark's scalability and Azure Databricks' collaborative environment, you can design complex AI systems.

École Polytechnique Fédérale de Lausanne

Big Data Analysis with Scala and Spark (Scala 2 version)

Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most recently Apache Spark, a fast, in-memory distribu…

Microsoft

Ingest data with Microsoft Fabric

Learn to ingest and process data in Microsoft Fabric using Dataflows Gen2, pipelines, Apache Spark, and KQL databases.

Great Learning

Data Analysis using PySpark

PySpark is an interface developed for Apache Spark programmed in Python. Data is being generated continuously with the ability to draw insights from data and act on those insights is becoming an essential skill. Python is the top programming language globally which helps elevate Spark’s capabilitie…

University of California San Diego

Big Data Integration and Processing

At the end of the course, you will be able to: *Retrieve data from example database and big data management systems *Describe the connections between data management operations and the big data processing patterns needed to utilize them in large-scale analytical applications *Identify when a big da…