TECHBYTES


What is future prospects of being a Django developer in India?

What is future prospects of being a Django developer in India?    Nalinee Choudhary

Apart from Training Django, due to increasing corporate requirement I am given assignments to interview candidates for Python & Django. Sharing my understanding of entire scenario from candidates prospective or corporate .




What are Big Data, Hadoop & Spark ? What is the relationship among them ?

What are Big Data, Hadoop & Spark ? What is the relationship among them ?    Awantik Das

Big Data is a problem statement & what it means is the size of data under process has grown to 100's of petabytes ( 1 PB = 1000TB ). Yahoo mail generates some 40-50 PB of data every day. Yahoo has to read that 40-50 PB of data & filter out spans. E-commerce...




Top 3 Applications of Apache Spark

Top 3 Applications of Apache Spark    Awantik Das

Distributed computation got with induction of Apache Spark in Big Data Space. Lightning performance, ease of integration, abstraction of inner complexity & programmable using Python, Scala, Java & R makes it one of the . Here we are discussing most widely ...




Is it still necessary to understand map-reduce paradigms for machine learning on large data sets?

Is it still necessary to understand map-reduce paradigms for machine learning on large data sets?    Awantik Das

Spark has covered a lot of mileage in a couple of years. And, with of Spark 2.0 - the internal implementation & optimization is abstracted the best possible way.




When Python has ML libraries, why do you need Apache Spark for analytics?

When Python has ML libraries, why do you need Apache Spark for analytics?    Awantik Das

Python provides various machine learning libraries such as sci-kit learn, Pylearn2, Theano, Pyevolve, Tensorflow etc. Apache Spark for analytics is now being widely adopted for machine learning. Following are the areas where Apache Spark gets hand with re...