Big Data

Hadoop

• What is Hadoop?

• What are NoSQL databases?

• What are the different types of noSQL Databases

• Graph Database

Spark

• What is Spark?

• History of Spark

• Differences Hadoop VS Spark

• Features of Spark

• Architecture of Spark

• Components of Apache Spark

• How does an Application Work in Spark?

• Spark Cluster Manager

• a. Standalone Cluster Manager

• b. Apache Mesos

• c. Hadoop YARN

• d. Kubernetes

• Installing Spark and Some Simple Application

TensorFlow

• What is TensorFlow?

• History of TensorFlow

• What are the Phases of TensorFlow?

• What are the components of TensorFlow?

• Why is TensorFlow popular?

• Algorithms supported by TensorFlow

• Example of TensorFlow

Kafka for Streaming Data

• What is streaming Data?

• What is Kafka?

• Necessity of Kafka

• Used Terms in Kafka

• What is Zookeeper?

• An Illustration of Kafka

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