Data Cleaning in Python using Regular Expressions

Using string manipulation to clean strings In this post, we will go over some Regex (Regular Expression) techniques that you can use in your data cleaning process. Regex techniques are mostly used while string manipulating. We will get to that in a second. Data Science is more about understanding the data, and data cleaning is… Continue reading Data Cleaning in Python using Regular Expressions

Building a Speech Recognizer in Python

Convert your audio files into text using Google Cloud Speech API In this post, I will show you how to convert audio files into a text document using Python. Speech recognition is the process of this conversion. It is commonly used in the real world. For example, personal voice assistants such as Google’s Home Mini,… Continue reading Building a Speech Recognizer in Python

Cleaning Data in Python (Data Types)

In this post, we will go through some of challenging case that we face when cleaning our data, and how we can solve them using some helpful pandas methods. Data Science is more about understanding the data, and data cleaning is very important part of this process. What makes the data more valuable depends on… Continue reading Cleaning Data in Python (Data Types)

Intro to Python for Data Science

Hello World! Today's post is going to be computer science related. Recently I've started Data Science with Python track at DataCamp. DataCamp offers interactive courses with amazing instructors. All on topics in data science, statistics and machine learning.  In this post I will share my notes from the first course of Data Science with Python… Continue reading Intro to Python for Data Science

Why you have to read Deep Learning Research papers

Introduction I am a senior computer science student interested in web application development and machine learning. I wasn’t interested in machine learning until I watched couple videos about machine learning and deep learning. Then, I decided to learn this thing not just because it is the future but also because it is so much fun.… Continue reading Why you have to read Deep Learning Research papers