What is Apriori Algorithm? Examples and Implementation
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1y ago
The Apriori Algorithm is a powerful tool in association rule mining that helps to uncover the relationships and associations among items. This technique is widely used by supermarkets and online shopping platforms to optimize product placement and offer discounts on bundled purchases. In this article, we have explained its step-by-step functioning and detailed implementation in Python ..read more
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Tips and Motivation to Master Problem Solving
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1y ago
We all want to develop problem-solving skills in math, programming, computer science, data structures and algorithms, and other fields. However, as we move forward, we may face various challenges. Sometimes we handle these situations smartly, but sometime we may get stuck. In this blog, we will present solutions and motivation to tackle some of these scenarios ..read more
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Introduction to Hadoop Framework for Big Data
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1y ago
Hadoop is an open-source framework that addresses the analytical and operational needs of Big Data by overcoming the limitations of traditional data analysis methods. With support for highly scalable and fault-tolerant distributed file systems, it allows for parallel processing. It comprises four main components - HDFS, YARN, MapReduce, and Hadoop Common ..read more
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Pastebin System Design
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1y ago
Pastebin is a online content hosting service where users can store and share content in the form of text or images over the internet by generating a unique URL so that anyone can access the content via that URL. Users can also update the content if they are logged in. This blog will focus on pastebin system design and discussion around various components ..read more
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Steps of Problem Solving in Data Structures and Algorithms
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1y ago
For cracking the coding interview and learning problem solving with data structures and algorithms, programmers must continuously practice the steps of coding problem solving and develop an approach to write correct and efficient code in a given time. In this blog, we have explained well-defined steps for algorithm problem solving ..read more
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Introduction to Graph Database in System Design
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1y ago
In system design, graph databases help us to efficiently traverse complex hierarchies, identify hidden connections, and uncover inter-relationships between elements. That’s why they are used in various applications, where things are interconnected ..read more
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Proxy Design Pattern in OOPS
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1y ago
In object-oriented programming, Proxy is a structural design pattern that provides a placeholder for another object to control its access. Here proxy object works as an intermediary between the client and the real object so that the client will interact with the proxy instead of the real object ..read more
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Introduction to Databases for Data Science
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1y ago
In data science, databases play a crucial role in storing, managing, and scaling large amounts of data. This data is then analyzed to gain meaningful insights. In this blog, we will delve into the concept of databases and understand how data science relies on them, as well as their advantages ..read more
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Introduction to SQL for Data Science
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1y ago
SQL(Structured Query Language) is a powerful tool that enables data science professionals to interact with and retrieve structured data from relational databases. As such, it is an essential tool for data scientists. To work with and analyze datasets effectively, data scientists must master RDBMS, data cleaning processes, and SQL commands ..read more
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Message Passing in Object Oriented Programming (OOP)
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1y ago
We use the idea of message passing in both object-oriented programming as well as concurrent programming. In OOPS, message passing is a way for objects to communicate within a program. Similarly, in concurrent programming, we use it to communicate messages between processes or threads. In this blog, we will discuss how message passing works in OOPS ..read more
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