Apache Spark

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Apache Spark for Data Engineering and Machine Learning (edX)

Self Paced
Apache Spark for Data Engineering and Machine Learning (edX)
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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 ML [...]
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Apache Spark (TM) SQL for Data Analysts (Coursera)

Apache Spark is one of the most widely used technologies in big data analytics. In this course, you will learn how to leverage your existing SQL skills to start working with Spark immediately. You will also learn how to work with Delta Lake, a highly performant, open-source storage layer [...]
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Applied AI with DeepLearning (Coursera)

This course, Applied Artificial Intelligence with DeepLearning, is part of the IBM Advanced Data Science Certificate which IBM is currently creating and gives you easy access to the invaluable insights into Deep Learning models used by experts in Natural Language Processing, Computer Vision, Time Series Analysis, and many other [...]
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Scalable Machine Learning on Big Data using Apache Spark (Coursera)

Aug 9th 2021
Scalable Machine Learning on Big Data using Apache Spark (Coursera)
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This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Apache [...]
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Big Data Essentials: HDFS, MapReduce and Spark RDD (Coursera)

Have you ever heard about such technologies as HDFS, MapReduce, Spark? Always wanted to learn these new tools but missed concise starting material? Don’t miss this course either!
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Big Data Analysis: Hive, Spark SQL, DataFrames and GraphFrames (Coursera)

No doubt working with huge data volumes is hard, but to move a mountain, you have to deal with a lot of small stones. But why strain yourself? Using Mapreduce and Spark you tackle the issue partially, thus leaving some space for high-level tools. Stop struggling to [...]
1
Average: 1 ( 3 votes )

Machine Learning With Big Data (Coursera)

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 [...]
8
Average: 8 ( 3 votes )

AI Workflow: Enterprise Model Deployment (Coursera)

Aug 2nd 2021
AI Workflow: Enterprise Model Deployment (Coursera)
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This is the fifth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. Best practices for using Spark will [...]
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Aug 2nd 2021
Course Auditing
64.00 EUR/month

Distributed Computing with Spark SQL (Coursera)

This course is for students with SQL experience and now want to take the next step in gaining familiarity with distributed computing using Spark. Students will gain an understanding of when to use Spark and how Spark as an engine uniquely combines Data and AI technologies at scale. The [...]
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Fundamentals of Scalable Data Science (Coursera)

Apache Spark is the de-facto standard for large scale data processing. This is the first course of a series of courses towards the IBM Advanced Data Science Specialization. We strongly believe that is is crucial for success to start learning a scalable data science platform since memory and CPU [...]
3
Average: 3 ( 3 votes )