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Author: Shubham Dangare

Jenkins with Pipelines

Reading Time: 3 minutes Jenkins is a self-contained, open-source automation server which can be used to automate all sorts of tasks related to building, testing, and delivering or deploying software. It is a Continuous Integration (CI) server or tool which is written in Java.  Continuous Integration (CI) is a development practice that requires developers to integrate code into a shared repository several times a day. It is a process Continue Reading

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TensorFlow with Keras part 2 using Case Study

Reading Time: 2 minutes This blog is in continuation to Part1, Tensorflow for deep learning. Make sure you go through it for a better understanding of this case study. Keras is a high-level neural networks API, written in Python and capable of running on top of Tensorflow, CNTK  or Theano. It was developed with a focus on enabling fast experimentation. In this blog, we are going to cover one Continue Reading

TensorFlow for deep learning Part 1

Reading Time: 3 minutes TensorFlow is a free and Open-Source Software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library and is also used for machine learning applications such as neural networks. It is used for both research and production at Google. TensorFlow was developed by the Google Brain team for internal Google use. Deep learning is a particular kind of Continue Reading

Collection in Scala With Trait Traversable And Iterable

Reading Time: 4 minutes Scala includes an elegant and powerful collection library. They are easy to use, concise, safe fast and universal.Scala collection is systematically distinguished between mutable and immutable. A mutable collection can be updated or extended in place. Immutable collection by contrast never changes  but still you can remove add update but it will return a new collectionAll collection classes are found in scala.collection or in it Continue Reading

Data processing using ML Supervised classification algorithm to find accuracy

Reading Time: 5 minutes Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves. Type of machine learning Supervised learning Unsupervised Learning Reinforcement Learning In Supervised Learning, algorithms learn from labeled data. After understanding Continue Reading

How Scala interacts with MongoDB

Reading Time: 2 minutes As a definition, MongoDB is an open source database that uses a document-oriented data model and a non-structured query language. It is one of the most powerful NoSQL systems and databases around today. Being a NoSQL tool means it does not use the usual rows and columns that we so much associated with the relational database management. It is an architecture that is built on Continue Reading

Coding Best practices to follow with Scala

Reading Time: 4 minutes If you are reading this blog there may be two reasons. First, you are the programmer and second, you want to be a better programmer. So here we go, Even bad code can function, But if the code isn’t clean, it can bring a development organization to its knees. Every year, countless hours and significant resources are lost because of the poorly written code. But Continue Reading

Hands-on: Apache Kafka with Scala

Reading Time: 4 minutes Apache Kafka is an open sourced distributed streaming platform used for building real-time data pipelines and streaming applications. It is horizontally scalable, fault-tolerant, wicked fast, and runs in production in thousands of companies. Before the introduction of Apache Kafka, data pipleines used to be very complex and time-consuming. A separate streaming pipeline was needed for every consumer. You can guess the complexity of it with Continue Reading

How does EitherT saves you from complexity of Either

Reading Time: 3 minutes In Scala Future[A], Option[T] and Either[A, B] is very useful and most widely used types. Very often we want to combine them, but a Future[Either[A, B]] is kind of awkward to handle. Before going further let’s take a look at What  Either is and what problem we are facing ?? An either can be left or a right value, it always wraps another value left Continue Reading

Case class and object in Scala

Reading Time: 3 minutes In this blog, we are going to have a look at one of the important concept of Scala that is case class moreover we will also take a look at companion object. Before diving into a case class let’s first look at scala basics. Construct like class, traits, object, the package can have characteristics and behaviour. Scala has access modifier to restrict the use of Continue Reading

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