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Principal Components Analysis Explained for Dummies

In this post, we will have an in-depth look at principal components analysis or PCA. We start with a simple explanation to build an intuitive understanding of PCA. In the second part, we will look at a more mathematical definition of Principal components analysis. Lastly, we learn how to perform PCA in Python. What

Magnetic Disk vs. Optical Disk vs. SSD: An In-Depth Comparison

In this blog post, we will explore the differences between magnetic disks, optical disks, and solid-state drives (SSD). We will compare them on important features such as access speed, storage density, and longevity to help you make an informed decision which one is the right choice for you. We’ll start with a brief introduction

Hard Disk vs Floppy Disk: A Comparison

Hard disks and floppy disks are two types of storage devices used in computers. Hard disks use magnetic media to store data, while floppy disks use laser technology to encode information onto an aluminum foil-coated diskette. While hard disks are still widely used, floppy disks are an outdated technology. In this post, we’ll compare

Raid 1 vs Raid 10: Exploring the Difference

RAID 1 and RAID 10 are both data storage techniques that use two or more hard drives to store information in a redundant fashion. There are distinct advantages and disadvantages to each approach. In this blog post, we will look at how these different types of Redundant Arrays of Independent Disks (RAID) work, compare

An Introduction to Memory Registers

Memory registers are fundamental components of memory used in computers and other digital devices. Each type of register has its own unique purpose in helping to create efficient operations within a computer system. In this blog post, we will explore each type of memory register as well as the advantages and disadvantages associated with

Memory Access Time and Memory Cycle Time

Memory access time and cycle time are two timing methods used to measure the performance of a system. Memory access time measures how long it takes for data to be read from or written to memory, while memory cycle time measures the amount of time it takes for a computer’s memory to complete one

Understanding Memory Cells in Computers

Memory cells are the basic storage units in computer memory. They use capacitors holding electrical charges to store data as binary values. Various types of cells make up this technology, such as SLC (Single-Level Cell), MLC (Multi-Level Cell), eMLC (Enterprise Multi-Level Cell), TLC (Triple-Level Cell), and QLC (Quadruple Level Cells). In this blog post,

An Introduction to Semiconductor Main Memory

Semiconductor main memory is an integral part of the modern computing system. It enables us to store and retrieve data in a fast and efficient manner, providing quick access to information that would otherwise be unavailable or take too long to obtain. In this blog post, we will explore different types of semiconductor main

Understanding Locality of Reference and its Implications

Locality of reference describes a property of computer systems where the access patterns of a program or system tend to cluster around locations and over a short period of time. This behavior can be exploited by computer systems to optimize memory and cache usage, resulting in improved performance. Locality of reference can have significant impacts

Physical Cache vs. Virtual Cache vs. Virtual Memory: Understand How Caching Solutions Work and Where They Differ

Physical cache refers to memory that is physically located on a computer or device, such as CPU cache or disk cache. A virtual cache usually refers to a cache that uses virtual addresses instead of physical addresses for mapping into RAM. The difference is that a physical address needs to be translated into a

What is the Purpose of Cache Memory and How Does It Work?

Cache memory is an important component of modern computer systems, as it enables data to be accessed quickly and efficiently. This article will explain the purpose of cache memory, how it works, its benefits and types as well as when it should be used rather than main memory. With this knowledge in hand, you