Coursera – NoSQL, Big Data, and Spark Foundations Specialization 2024-12
Coursera – NoSQL, Big Data, and Spark Foundations Specialization 2024-12 Downloadly IRSpace
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Big Data Engineers and professionals with NoSQL skills are highly sought after in the data management industry. This Specialization is designed for those seeking to develop fundamental skills for working with Big Data, Apache Spark, and NoSQL databases. Three information-packed courses cover popular NoSQL databases like MongoDB and Apache Cassandra, the widely used Apache Hadoop ecosystem of Big Data tools, as well as Apache Spark analytics engine for large-scale data processing. You start with an overview of various categories of NoSQL (Not only SQL) data repositories, and then work hands-on with several of them including IBM Cloudant, MonogoDB and Cassandra.
You’ll perform various data management tasks, such as creating & replicating databases, inserting, updating, deleting, querying, indexing, aggregating & sharding data. Next, you’ll gain fundamental knowledge of Big Data technologies such as Hadoop, MapReduce, HDFS, Hive, and HBase, followed by a more in depth working knowledge of Apache Spark, Spark Dataframes, Spark SQL, PySpark, the Spark Application UI, and scaling Spark with Kubernetes. In the final course, you will learn to work with Spark Structured Streaming Spark ML – for performing Extract, Transform and Load processing (ETL) and machine learning tasks.
What you’ll learn
- NoSQL, Big Data, and Spark Foundations Specialization,
- Work with NoSQL databases to insert, update, delete, query, index, aggregate, and shard/partition data.
- Develop hands-on NoSQL experience working with MongoDB, Apache Cassandra, and IBM Cloudant.
- Develop foundational knowledge of Big Data and gain hands-on lab experience using Apache Hadoop, MapReduce, Apache Spark, Spark SQL, and Kubernetes.
- Perform Extract, Transform and Load (ETL) processing and Machine Learning model training and deployment with Apache Spark.
Who this course is for
- Upon successful completion of the Specialization, you will have the practical knowledge and experience to start tackling Data Engineering tasks involving NoSQL Databases, Big Data and Apache Spark.
Specificatoin of NoSQL, Big Data, and Spark Foundations Specialization
- Publisher : Coursera
- Teacher : IBM Skills Network Team
- Language : English
- Level : Beginner
- Number of Course : 4
- Duration : 1 month at 10 hours a week
Content of NoSQL, Big Data, and Spark Foundations Specialization
Requirements
- The courses in the specialization require that you have basic computer and data literacy skills, as well as some programming background with languages such as with Python and SQL. No prior knowledge or experience of Big Data and NoSQL is required.
Pictures
Sample Clip
Installation Guide
Extract the files and watch with your favorite player
Subtitle : English
Quality: 720p
Download Links
Introduction to NoSQL Databases
Introduction to Big Data with Spark and Hadoop
Machine Learning with Apache Spark
File size
824 MB
