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Federated Learning

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When I watch Google I/O Extend 2019, I heard a word called "Federated Learning". So I'm eager to know what is this term. Then I thought to tell about it for all of my friends. Here I'll try to give you a little idea of what federated learning is. I have given you a reference for more information on federated learning.  👉 visit this Okay, let's continue our topic😉 What is federated learning?          It is a way to keep your data on your own devices. This is the best solution for increasing communication efficiency.   Federated Learning is a machine learning setting where the goal is to train a higher quality centralized model with training data distributed over a large number of clients each with an unreliable and relatively slow network connection.           This is a method with an algorithmic solution that allows everyone to build machine learning models and keep the data at its source. So then everyone can share those models with the servers in th
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Blockchain

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What is Block Chain?              Probably you may think that blockchain is a word which is related to the IT Industry. No, it's not. The blockchain is a concept that can apply for most industries.                                    "blockchain is a distributed database which is existing in multiple  computers at the same time".    In advance, "blockchain is a distributed ledger which is open to everyone who is connected in a network".   Once we recorded our data to a block, it is difficult to change. Which means it has higher integrity of data. So now you may have a question what is a block.... 👀 ?           A Block is a consist of                                            - Data                                            - Hash                and                     - Hash of the previous block.          a block of a blockchain Each block contains a timestamp and a link to the previous block, which means blocks ar
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REST API (Part II)

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Hi,Here is REST API (Part II) If you do not know what the REST API is, Please read my previous article REST API (Part I) REST and API are acronyms for R epresentational S tate T ransfer and A pplication P rogramming I nterface. Rest APIs are integral to web application development and becoming mainstays of all web development. Understanding what they are and how they work starts with  understanding what these names, representational state transfer, and application programming interface, actually mean. According to MDN, Representational State Transfer 'Representational State Transfer(REST) refers to a group of software architecture design constraints that bring about efficient, reliable, and scalable systems' So REST is not a specific technology, but rather a data architecture and a design methodology that produces predictable and consistent outputs and behaviors by receiving a set of standard methods called verbs and returning standardized s
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REST API (Part I)

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Hi, here i'm going to explain you what is REST API using a simple real time example.   RE presentational   S tate    T ransfer A pplication    P rogram    I nterface REST and API acronyms for Representational State Transfer & Application Programming Interface. To make a sense of what REST API is and how it works ,        Imagine a library( Figure: 01 ) with books,a librarian,and people who want to borrow,add,update or remove those books, Figure: 01                              On one side,we have the clients , this is the web application, or mobile application,or doorbell or smart watch,or what ever interfaces use access to data.                               
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PageRank

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Hi, here  I’m explaining to you about the Page Ranking  and the algorithm of it; What is Page Ranking (PR)? Page Ranking is a link analysis algorithm and it assigns a numerical weighting to each element of a hyperlinked set of documents, such as the World Wide Web, with the purpose of “ measuring ”  its relative importance with the set. The algorithm may be applied to any collection of entities with reciprocal quotations and references. The numerical weight that it assigns to any given element E is referred to as the  PageRank of E and denoted(meant) by  PR(E). Other factors like Author Rank can contribute to the importance of an entity. PageRank(PR) is an algorithm used by  Google Search to rank websites in their search engine results. PageRank was named after Larry Page, one of the founders of Google. PageRank is a  way of measuring the importance of website pages. According to Google: PageRank works by counting the number and quality of links to a page to deter
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