Introduction to Supervised Learning and kNN Classifier

Hands-on tutorial to get started with deep learning using Sci-kit learn In this post, I will introduce you to a machine learning method called Supervised Learning. And I will show you how to build a kNN Classifier model using Sci-kit learn. This will be a hands-on walkthrough where we will be able to learn while practicing… Continue reading Introduction to Supervised Learning and kNN Classifier

Simple Edge Detection Model using Python

How machines uses edge detection to understand the real world In this post, I will show you how to detect the edges in an image. Writing an edge detection program will give you some understanding of computer vision and self driving cars. Edge detection is commonly used to understand objects in an image. It also… Continue reading Simple Edge Detection Model using Python

Building a Movie Recommender using Python

Simple and hands-on machine learning project using sci-kit learn In this post, I will show you how to build a movie recommender program using Python. This will be a simple project where we will be able to see how machine learning can be used in our daily life. If you check my other articles, you… Continue reading Building a Movie Recommender using Python

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

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

Extract text from an image using Python

In this post I will show you a cool Python program that will help you extract text from an image and convert to a different language that you prefer and save them as a text document. Make your own OCR (Optical Character Recognition) system by using Python. Programming is fun, let's get started!   First… Continue reading Extract text from an image using Python

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