Hands-on Data Analysis using Pandas Library In this post, we will learn some powerful data analysis techniques using Pandas library. Exploring the dataset is the first key step in data analysis. To have a better understanding of the data there are couple ways to do it. Today, we will cover the two simplest and most… Continue reading Sorting and Subsetting in Python
In this post, I will share five free machine learning e-book resources with you. It will be a short and simple post. I will introduce you to each resource by giving some basic information about them. I tried to find resources with online access so that anyone from anywhere can have free access to them.… Continue reading 5 Free Machine Learning E-Book Resources
In this post, I will show you how to edit an image using Python. This process editing an image is called Image Manipulation. You might be wondering why you need to do some manipulations on images before using them in your code. There are many reasons for this question, but couple main reasons can be… Continue reading Image Manipulation in Python
In this post, I will show you how to build a simple face detector using Python. Building a program that detects faces is a very nice project to get started with computer vision. In a previous post, I showed how to recognize text in an image, it is a great way to practice python in… Continue reading Simple Face Detection in Python
In this post, I will show you how to convert text to speech using Python. This will be a simple machine learning project that we will understand some basics of speech library called pyttsx3. If you are wondering where can we use text to speech conversion in real life, don't worry you are not alone.… Continue reading Convert Text to Speech in 5 Lines of Code
In this post, I will show you how to translate your speech into a different language using Python. Speech translator will record your speech then understand what you are saying, and translate it to the language you prefer. After the translation process is completed you can customize your code so that it says the translated… Continue reading Building a Speech Translator in Python
Convert your speech to text in real-time using your microphone You can read this post on my Medium page as well. Click here for free access. In this post, I will show you how to convert your speech into a text document using Python. In programming words, this process is basically called Speech Recognition. It… Continue reading Convert Your Speech to Text using Python
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)
Every beginning has an endingAs every end has a new beginning (!) But when you left me, it felt so much differentIt felt like it was the end of everythingYou were my life, and when you left nothing left behindExcept for my feelings, and the emptiness in my heart Yes, it does hurt me, it… Continue reading The Emptiness
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
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
