#Data Science

6 writings

Plotly, F# and Response of India to Covid Crisis

This F# Advent 2021 post demonstrates building interactive COVID-19 data visualizations using Plotly.NET in Jupyter notebooks. Using FSharp.Data and real Indian COVID tracking data, you'll learn to create professional cross-platform dashboards with Plotly Dash.

4 min read 616 words

F# on Jupyter

This guide covers setting up F# with Jupyter notebooks, challenging the narrative that F# is only for data science. Discover how Jupyter support enables F# to shine as a versatile general-purpose language with practical installation steps and setup instructions.

3 min read 546 words

Machine Learning Monday

In this Machine Learning Monday post, the author explores ML.NET, Microsoft's recently open-sourced machine learning library, after a community poll. Discover why ML.NET is worth trying for F# and .NET Core developers, including its current features and exciting future developments like deep learning integration.

2 min read 342 words

Sentiment Analysis of Mahabharata using F#

This post demonstrates sentiment analysis of the epic Mahabharata using F#, combining natural language processing with functional programming. Discover how to analyze emotions and sentiments in one of humanity's greatest literary works through practical F# implementation.

15 min read 2,921 words

Functional Programming, How I started and Why?

A personal journey into functional programming driven by a passion for data and numbers. Explore why the author switched from C# to F# and why functional languages should be taught before imperative ones.

4 min read 610 words

DI of FDI (Foreign direct investment)

This engineer's perspective on Foreign Direct Investment in India's retail market examines the chain reaction effects from farmers to small businesses. The analysis compares the impact of international capital against local enterprises, exploring both employment opportunities and economic displacement.

7 min read 1,356 words