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Data Analytics

Data preprocessing is one of the most important steps in Machine Learning. This step cannot be avoided especially if data is in unstructured form. In this post, I’ll discuss the different steps using Scikit-Learn and Pandas.

“I’m assuming that you have some basic knowledge of Numpy and Pandas. If you don’t know Numpy and Pandas then first learn these topics.”
Data analytics is the process of extraction of meaningful information from data, increasingly with the aid of specialized tools and techniques. Data analytics help organizations and scientists make more informed business decisions.
Python has been around since the late 1980’s but has only really started making its presence felt in the data science community recently.
A complete guide to Activation Functions used in Neural Networks
Artificial Intelligence (AI) is one of the most trending industries in 2018. AI is changing our world forever. If you know about AI then you must have heard about Neural Networks. Neural Networks is one of the most used and popular algorithms in AI. In this article, I will talk about Activation Functions used in Neural Networks. Activation Functions are very important in Neural Networks.

Data Analytics surely is an interesting field. The scope is good. So is the pay. Many underestimate the potential data analytics. This can be dangerous. Particularly if you own a business. Have you ever heard of feedback? Your customer gets the chance of voicing their opinion about your product by feedback and thus help you improve your brand. Data Analytics can do the same for your business. Not only that, it can even strengthen your customer base.

Data Analytics refers to the study of structured data to draw inferences from it. Data analytics has a close relation to topics like Bid Data and Data Science but these are not the same. While Data Analytics refers to the study of data, Data Science involves the methods used to cleanse the data and prepare it for analysis. Big Data, on the other hand, refers to the huge voluminous data that is being generated today.