Learning Materials

Below are some Big Data frameworks and cool materials to begin with, if you are an intermediate or experienced developer you can ignore it.

Big Data

• Gentle Intro Big Data Frameworks in 20 mins

• Intro

• Apache Hadoop

  • 10mins Read
  • 1 day Simplilearn Full Course
  • HDFS Explained

• Apache Spark

  • My own post on Spark Jargons
  • RDD Basics
  • PySpark on Google Colab
  • DataFrame/Dataset Basics
  • Spark Streaming
  • Spark Structured Streaming
  • 1 day Edureka Full Course
  • Saark Internals

• Apache Kafka

  • what you need to know?
  • Kafka + Apache Spark

• Apache Hive

  • Simpilearn 2 hrs Course

• Postgresql

  • freecodecamp Full Course

• Python

  • Anaconda
  • 12 hrs course from Edureka

• Machine Learning

  • Edureka 12 hours Course
  • Simpilearn 6 hours Course

Good Reads

• https://www.linkedin.com/pulse/blog-series-changing-landscape-data-platforms-ml-sandeep/