Review: Machine Learning with Python Cookbook

Recently, I purchased the book Machine Learning with Python Cookbook by Chris Albon (@chrisalbon). I finished it in one week, while I followed each piece of code on my computer. In this post, I will review this book and at the end, I will conclude with my proposition to buy or not to buy. Contents … Continue reading Review: Machine Learning with Python Cookbook

#Python in May, PyCon 2018

This time of the year has come! Pycon 2018 just took place at Cleaveland, Ohio at 9-17 May. It was an amazing conference with a lot of new and revised ideas! Recently I've noticed a tweet from Python Software with all the videos from PyCon, thanks to my friend @mpetyx who also wrote an amazing article, Third Week … Continue reading #Python in May, PyCon 2018

An Introduction to Sentiment Analysis with Python

For the past few months, I am working on a project and the time for the official release is coming closer and closer. I and my colleagues had put a lot of thought and work to it, in order to provide the best possible experience to the consumer. So, I came up with the idea … Continue reading An Introduction to Sentiment Analysis with Python

Preprocessing a Dataset

In this blog post, we are going to talk about preprocessing in order to have a robust dataset for our model. When we are given a dataset, it is really important to understand it and by understanding, I mean to find the key features. This is not always the case, because we may have a … Continue reading Preprocessing a Dataset

Topic Modeling with Python

Let's start talking about Data Mining! In today's post, we are going to dive into Topic Modeling, a unique technique that extracts the topics from a text. It is a really impressive technique that has many appliances in the world of Data Science. The following post will go as follows. First I am going to … Continue reading Topic Modeling with Python

Scrape a Webpage using Python 2.7

Similar to the previous post, in this post, we are going to learn how to extract information from the Internet. We have to create a dataset first, to implement data mining techniques. So, let's start. Github Code of this project. 1. What is scraping? Scraping is a technique that allows us to extract information from … Continue reading Scrape a Webpage using Python 2.7

Mining the Social Media using Python 2.7

Greetings! In this post, I will show you how to mine the Social Media, to be more precise Twitter! It is a very simple process and I will show you how to do it in Python 2.7 in a couple of steps. Step 1 - Install Python Packages First of all, let's see the list with all … Continue reading Mining the Social Media using Python 2.7