What you'll learn :
Students will be able to build End to End Big data project using Spark, Kafka, Cassandra, Scala and Java
Requirements :
Spark Streaming, Spark ML, Kafka, Cassandra, Programming IDE like Intellij or Eclipse, Java, Scala
Description :
Real-time Credit card Fraud Detection is implemented using Spark Kafka and Cassandra.
Spark ML Pipeline Stages like String Indexer, One Hot Encoder and Vector Assembler is used for Pre-processing
Machine Learning model is created using the Random Forest Algorithm
Data balancing is done using K-means Algorithm
Integration of Spark Streaming Job with Kafka and Cassandra
Exactly-once semantics is achieved using Spark Streaming custom offset management
Airflow Automation framework is used to automate Spark Jobs on Spark Standalone Cluster.
Who this course is for :
Data Scientist, Data Engineers, Software Engineers, Managers, Architects, Computer Science Engineering Students
Course Size Details :
3 hours on-demand video
11 downloadable resources
Full lifetime access
Access on mobile and TV
Certificate of completion
People also Search on Google
- free course download
- download udemy courses on pc
- udemy courses free download google drive
- udemy courses free download
- udemy online courses
- online course download
- udemy course download
- udemy paid course for free
- freecousesite
- download udemy paid courses for free