The Beginner’s Guide – Building Interactive Maps in Python

Simple and hands-on practice using Climate Data In this post, I would like to show you how to create interactive climate maps using the Historical Climate Data, where you can visualize, examine, and explore the data. Data visualization plays an important role in representing data. Creating visualizations helps to present your analysis in an easier form… Continue reading The Beginner’s Guide – Building Interactive Maps in Python

Python for Finance – The Complete Beginner’s Guide

Simple and interactive walk-through using Amazon Stock Data Are you interested in developing your finance skills using some programming? Then you are at the right place. In this post, I will walk you through some great hands-on exercises that will help you to have some understanding on how to use Python for finance. First, I'll… Continue reading Python for Finance – The Complete Beginner’s Guide

Sorting and Subsetting in Python

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

Image Manipulation in Python

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

Simple Face Detection 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

Convert Text to Speech in 5 Lines of Code

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

Building a Speech Translator in Python

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 using 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

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

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)