Published in Analytics Vidhya·Apr 1How I Learned to CodeThe tech world continues to positively impact society for good, sometimes pays well too and you want to be part of it. But how do you break into the tech space as a newbie and how do you master the numerous tech tools you have to use? In this article…Journey5 min read
Jan 31Discover Julia: Plots.jlIn my last article of a series, I call “Discover Julia”, I mentioned that I will be doing a tutorial on the Plots.jl package, which is Julia's foremost data visualization package. In this article, we will deep dive into this package and see how we can use it to represent…Data Visualization6 min read
Published in Analytics Vidhya·Jan 13Beautiful Dashboards with Dash and TailwindcssOne of the best ways to share insights in Data is to use a dashboard to showcase them. That is one of the reasons why dashboard tools like Tableau, Data Studio, etc continue to trend. These tools provide a beautiful graphical interpretation of Data. The only downside to these tools…Data Science5 min read
Published in Analytics Vidhya·Jan 10Discover Julia: Dataframes.jl & Query.jlIn this article and a series that will follow, I will take you through some of the cool packages that make the Julia programming language great. I will call these articles “Discover Julia; [package of interest]”. …Data6 min read
Published in Nerd For Tech·Jan 3Why I love JuliaData is everywhere and continues to grow. That means we need more efficient tools to handle the huge volume of data available. This dataset has the potential to change the world for good. But to realize that potential, we need to analyze the data. There are a lot of good…Julia5 min read
Dec 31, 2020Diabetes Predictor with FastAPI and Scikit-LearnAs COVID-19 continues to rage on, there is a continuous need for the application of Machine Learning in Health. Health is a crucial part of our lives that can be significantly improved with the application of machine learning. Some application areas in health include; Disease Diagnosis 2. Drug Discovery and…Fastapi30 min read
Dec 22, 2020Summaryman; Text Summarization using Gensim and FastAPIA few months ago, I wrote an article demonstrating text summarization using a wordcloud on Streamlit. I wanted to build the same app on using FastAPI and Gensim in this article. The code for this article can be found here. Let’s dive into it by creating our virtual environment. It…Summarization5 min read
Dec 14, 2020Textman; Text Extraction with FastAPI and PytesseractIn Africa and some parts of the world, some businesses still have a large volume of their data in physical files and not digitized. This significantly hinders progress in these companies because valuable insight that could help them make progressive decisions are locked away in these files. Just imagine what…Text Extraction5 min read
Published in Analytics Vidhya·Dec 8, 2020Gender Predictor using FastAPI and TailwindcssBuilding a model without putting it in production is like standing in the dark with a pretty face. No one will see you enough to appreciate you. Besides, no one makes money or solve real-world problems with AI by just building models. …Fastapi15 min read
Published in Analytics Vidhya·Oct 20, 2020Text Summarization using a Wordcloud & Deployed on StreamlitWord clouds are the easiest way to quickly summarize customer sentiment. In this tutorial, we will create a text summarizer using word cloud and deploy it on Streamlit with their awesome new one-click-deploy. Let’s begin by creating a virtual environment and activating it. python3 -m venv env an then activate…Streamlit3 min read
