Sep 10Introduction to Stream Processing using Apache Flink — Part1Stream processing is a programming paradigm that treats data streams or sequences of time-based events as the core input and output of computations, specifically focusing on continuous and limitless data.Apache Flink14 min readApache Flink14 min read
Aug 27Deep Dive into Apache Parquet: Efficient Data Storage for AnalyticsIn today’s digital age, the amount of data being generated is growing at an unprecedented rate. This explosion of data has given rise to the concept of “big data.” …Apache Parquet9 min readApache Parquet9 min read
Aug 26Unleashing Data Insights: Harnessing the SQL Power of AWS AthenaAmazon Athena is an interactive query service offered by Amazon Web Services (AWS) that enables you to analyze data stored in Amazon S3 using standard SQL queries. It provides a serverless and pay-as-you-go platform for running ad hoc queries on large datasets without the need for managing infrastructure or setting…AWS12 min readAWS12 min read
May 7Understanding Data EngineeringThe world of technology is brimming with enticing buzzwords. Proficiency in areas like machine learning, artificial intelligence, and neural networks is highly desirable. In today’s big data realm, the task of writing algorithms doesn’t automatically entail responsibility for data cleaning. Data organization and preparation for scientists and researchers have evolved…Hadoop10 min readHadoop10 min read
Feb 20Understanding SOLID Principles of object-oriented software design using PythonThis is the 16th post in a series of learning the Python programming language. SOLID is an acronym that represents five principles of object-oriented software design. These principles provide guidelines for creating maintainable and scalable software systems. SOLID principles were introduced by Robert C. …Python8 min readPython8 min read
Feb 18Understanding The Gang of Four (GOF) design patterns using Python — Part 6This is the 15th post in a series of learning the Python programming language. State Design Pattern The State Design Pattern is a design pattern used in software engineering to allow an object to alter its behavior when its internal state changes. The State pattern is used to represent the behavior of an…Python9 min readPython9 min read
Feb 14Understanding The Gang of Four (GOF) design patterns using Python — Part 5This is the 14th post in a series of learning the Python programming language. Iterator Design Pattern Iterator Design Pattern is a behavioral design pattern that allows us to traverse a collection of objects and access the elements in a sequential manner without knowing the inner workings of the collection. …Python11 min readPython11 min read
Feb 11Understanding The Gang of Four (GOF) design patterns using Python — Part 4This is the 13th post in a series of learning the Python programming language. Proxy Design Pattern The proxy pattern is a structural design pattern that provides a substitute or placeholder for another object to control access to it. …Python10 min readPython10 min read
Feb 8Understanding The Gang of Four (GOF) design patterns using Python — Part 3This is the 12th post in a series of learning the Python programming language. Composite Design Pattern The Composite design pattern is a structural pattern that allows us to treat individual objects and compositions of objects in a uniform way. …Python9 min readPython9 min read
Feb 6Understanding The Gang of Four (GOF) design patterns using Python — Part 2This is the 11th post in a series of learning the Python programming language. Prototype Design Pattern The prototype pattern is a creational design pattern that lets you create objects by cloning existing objects, rather than creating new objects from scratch. This is especially useful in cases where creating a new object from…Python9 min readPython9 min read
