Data science project can be a challenging but rewarding process. By following the steps we can use in this blog, you can work through the project in an organized and effective way, and ultimately arrive at a solution to your problem. Previously, we wrote blogs on many machine learning algorithms (Classification, Predication) as well as […]
Projects
Some of cool projects to try on.
Text Analysis with WordCloud in Python
WordCloud in Python can be done in different ways but one of the most popular and easier ones is using the package wordcloud. We can install it using the following way. !pip install wordcloud Requirement already satisfied: wordcloud in c:\programdata\anaconda3\lib\site-packages (1.8.1) Requirement already satisfied: pillow in c:\programdata\anaconda3\lib\site-packages (from wordcloud) (8.0.1) Requirement already satisfied: numpy>=1.6.1 in […]
WorldCup Tweet Sentiment Analysis in Python
WorldCup tweet sentiment analysis will be done based on tweets related to the world cup. This is a time of the world cup and social media might be full of activities related to the world cup. Most of us pick a side with the country and make posts based on them or against other teams. […]
Building Image Size Reducer Tool In Python
Image Size Reducer is much needed tool these days because most site wants us to upload various documents in the form of image but with the size limit. Modern days camera gives us image with size in megabytes but the server or site we need to upload the site has size limitation. There are sites […]
Weather Bot with Twilio
To make a Weather Bot we are going to use Twilio, it is a platform which allows us to send SMS, make calls using methods like API calls. It was the beginning of COVID crisis and I was living in my village where internet was available by only cellular 3G data. But it is a […]
Making People Search Tool in 2022 Using BeautifulSoup
Hello and welcome back everyone, in this part of the blog I am going to share how can we create our own people search tool using BeautifulSoup and Python. We will leverage the Google search engine to search for the profiles of people based on keyword and we will use GitHub’s search to do people […]
Deploying Streamlit App with Custom Domain and Apache2
Streamlit and Apache2 are two different things in the world of WWW and here in this blog, I am trying to combine them to host a streamlit app with Apache2. Hello and welcome back everyone in this new blog of ours where I will be sharing how one could host a streamlit app in own […]
Apache Superset for COVID Dashboards
Apache Superset is a very useful and easy-to-use visualization and dashboard-making tool that can be an alternative to tools like Tableau and PowerBI. In this blog, we will explore how we can create awesome data dashboards using Apache superset with little to no code at all. But there are a few things one should do […]
Tweet Scraping with Tweepy
Tweet Scraping can be done with different ways but one of the reliable ones is using Tweepy and Tweeter’s developer API. In this blog we are going to explore how we can do Tweet Scraping using Twitter’s API and Tweepy. The API calls are handled by Tweepy and we only need to give it Keys. […]
Nepali News Classification Using Naive Bayes and Decision Tress
Naive Bayes for Nepali News Classification Hello everyone, welcome back to our blog about news classification and in this blog, we are going to explore Naive Bayes for news in our native language Nepali. I started this project nearly a year ago but I never finished it because I did not know anything about it […]