# 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](https://www.youtube.com/watch?v=DCaiZq3aBSc)  
- [Intro](https://towardsdatascience.com/a-brief-summary-of-apache-hadoop-a-solution-of-big-data-problem-and-hint-comes-from-google-95fd63b83623)  
- [Apache Hadoop](https://hadoop.apache.org/)  
    - [10mins Read](https://www.guru99.com/learn-hadoop-in-10-minutes.html)  
    - [1 day Simplilearn Full Course](https://www.youtube.com/watch?v=5zJt9qAe01w)  
    - [HDFS Explained](https://www.youtube.com/watch?v=GJYEsEEfjvk)  
- [Apache Spark](https://spark.apache.org/docs/latest/)  
    - [My own post on Spark Jargons](https://medium.com/@mageswaran1989/spark-jargon-for-starters-af1fd8117ada)  
    - [RDD Basics](http://homepage.cs.latrobe.edu.au/zhe/ZhenHeSparkRDDAPIExamples.html)
    - [PySpark on Google Colab](https://towardsdatascience.com/a-neanderthals-guide-to-apache-spark-in-python-9ef1f156d427)  
    - [DataFrame/Dataset Basics](https://medium.com/swlh/spark-dataset-apis-a-gentle-introduction-108cdeafdea5)  
    - [Spark Streaming](https://spark.apache.org/docs/latest/streaming-programming-guide.html)  
    - [Spark Structured Streaming](https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html)  
    - [1 day Edureka Full Course](https://www.youtube.com/watch?v=F8pyaR4uQ2g)
    - [Saark Internals](https://github.com/JerryLead/SparkInternals)  
- [Apache Kafka](https://kafka.apache.org/)  
    - [what you need to know?](https://intellipaat.com/blog/what-is-apache-kafka/)  
    - [Kafka + Apache Spark](https://www.youtube.com/watch?v=65lHphtrfo0)  
- [Apache Hive](https://hive.apache.org/)  
    - [Simpilearn 2 hrs Course](https://www.youtube.com/watch?v=rr17cbPGWGA)  
- [Postgresql](https://www.postgresql.org/)  
    - [freecodecamp Full Course](https://www.youtube.com/watch?v=qw--VYLpxG4)  
- [Python](https://www.python.org/)  
    - [Anaconda](https://www.youtube.com/watch?v=beh7GE4FdnM)  
    - [12 hrs course from Edureka](https://www.youtube.com/watch?v=beh7GE4FdnM)  
- Machine Learning  
    - [Edureka 12 hours Course](https://www.youtube.com/watch?v=GwIo3gDZCVQ)  
    - [Simpilearn 6 hours Course](https://www.youtube.com/watch?v=9f-GarcDY58)  



## Good Reads
- [https://www.linkedin.com/pulse/blog-series-changing-landscape-data-platforms-ml-sandeep/](https://www.linkedin.com/pulse/blog-series-changing-landscape-data-platforms-ml-sandeep/)