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Machine Learning : Introduction to Naive Bayes Classifier in Python

Naïve bayes is a method of supervised machine learning algorithm and it is from the family of probabilistic classifiers. It is simply a process of predicting the value of a feature variable independent of other features or variables that is the reason it is called naive. Here we are going to see how bayes theorem works with the very easy example of cards and then how this algorithm works on a real dataset or some set of features. Let’s dive in Naïve bayes.

Machine Learning : Introduction to Logistic regression in Python

In supervised analysis Logistic regression is used when the data is categorical or qualitative. Logistic regression is used to find the likely-hood or probability of the dependent variable will fall in one category or another. This is also known as classification problem. Logistic regression works well when the is two category for example on or off, male or female, yes or no etc.

All You Need To Know About Python Lists

All You Need To Know About Python Lists

Posted on 24th April, 2017

Just like as our grocery list, wish-list, Let's see how to work with lists in Python. Python has a great built-in list type named "list". List is a sequence type in Python. We will see the actions like creating, accessing, modifying, iterating, sorting, cloning and deleting from the list.

Serialization In Python

Serialization In Python

Posted on 16th March, 2017

A Process of converting data structure or object into a state that can be stored and can be reused for future use.

Cryptography - Encryption and Decryption

Cryptography - Encryption and Decryption

Posted on 24th August, 2016

What is Cryptography? Why to use it? We are sharing our private data online at many places nowadays. So importance of security is highly increased. Cryptography is process of encryption and decryption of such data, where encryption is scrambling or changing a message to hide it and decryption is unscrambling or changing to make the message more readable.

Learn Turtle in Python

Learn Turtle in Python

Posted on 17th August, 2016

Like many other libraries, turtle is Python's pre-packaged library which provides drawing functionalities using Turtle object. Lets see some concepts like how to set positions, move turtle forward and backward, draw and fill different shapes, use of pen etc.

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