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Neural Network in simplified terms: For beginners

Neural Network in simplified terms: For beginners

In one of the last posts, we have discussed about fundamentals of deep learning. In this post, we will go further and talk about the backbone of deep learning: neural network. This article is for beginners to understand basics of neural network and its applications. A neural network is a type of computing technique in machine learning world. They are often misunderstood as difficult to use and learn. But, they are actually formed using simple processing nodes creating a shape…

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Stochastic Gradient Descent Tehnique

Stochastic Gradient Descent Tehnique

General idea In previous post, we talked about gradient descent optimization technique. Read full article here. In this post we will discuss about incremental/online version of gradient descent optimization algorithm Batch strategies, for example, restricted memory BFGS, which utilize the full preparing set to figure the following refresh to parameters at every emphasis will in general meet exceptionally well to nearby optima. They are likewise straight forward to get working gave a decent off the rack execution (for example minFunc)…

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Time series Analysis

Time series Analysis

Time series analysis contains techniques for breaking down time series information to separate significant measurements and different qualities of the information. Time series determining is the utilization of a model to anticipate future qualities dependent on recently watched qualities Objectives There are two fundamental objectives of time series analysis: 1.  Identifying the idea of the phenomenon spoken to by the grouping of observations 2.  Predicting (foreseeing future estimations of the time series variable). Both of these objectives necessitate that the…

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Sentiment Analysis

Sentiment Analysis

Introduction to sentiment analysis Sentiment analysis is logical mining of content, which recognizes and extricates emotional data in source material, and helping a business to comprehend the social sentiment of their image, item or administration while observing on the web discussions. In any case, analysis of internet based life streams is typically limited to simply fundamental sentiment analysis and tally based measurements. Sentiment analysis is to a great degree valuable in online networking checking as it enables us to pick up a diagram…

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Real Time Streaming Data

Real Time Streaming Data

What is Fast Data? Whats the relation of fast data and streaming data? A couple of years back; we recollected when it was only difficult to dissect petabytes of data. The development of Hadoop made it conceivable to run analytical inquiries on our huge measure of verifiable data. Real time systems such as online video viewers demand for streaming data. As we are probably aware, Big Data is a buzz from most recent years, yet Modern Data Pipelines are continually getting data at a high ingestion rate. So this…

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