Digit Recognizer (Kaggle), 0.991 Accuracy with Keras

Recently, I got addicted to Kaggle and I started playing with all kinds of competitions. My first one it was the default (way to go) on Deep Learning. None other than the classifying handwritten digits using the MNIST dataset. I managed to hit a good 99.1% accuracy in the validation round! I figured to share … Continue reading Digit Recognizer (Kaggle), 0.991 Accuracy with Keras

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