Analyzing COVID-19 Vaccination Progress using Python and Plotly
6.5 min
Let us try and find out how the world is progressing against COVID-19.
- data-science
- covid-19
- python
- data-visualization
Talking about projects and software
All of my blog posts on programming, data science projects, and more, sorted by their date. You can also filter them by clicking on the tags below.
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5 Tricky SQL Queries Solved — Part II
6.3 min
It’s time to raise the bar. Let us try to solve more complex SQL queries.
- data-science
- sql
- interview
- problem-solving
3 Tricky Case Study Questions Solved
5.0 min
Identifying the approach to solve case study interview questions.
- interview
- problem-solving
- case-study
5 Tricky SQL Queries Solved
5.9 min
Explaining the approach to solve a few complex SQL queries.
- data-science
- problem-solving
- sql
Be the Outlier — How to Ace Data Science Interviews
3.3 min
A comprehensive review of the first data science book I read.
- data-science
- interview
- review
Data Science in Business
6.7 min
A real-time scenario illustrating the importance of Communication, domain knowledge, and the ability to take swift decisions in Data…
- data-science
- business
- problem-solving
Understanding Z-Scores in Statistics
6.6 min
A deep-dive into Z-score, a widely used metric in Statistics
- data-science
- statistics
- math
Analysing Whatsapp Group Chats using StreamLit- Part II
5.6 min
The journey of my application from a notebook to a web application using Streamlit and Heroku.
- data-science
- plotly
- web-development
- social-media
COVID-19 Lockdown Impact Analysis using Python and Plotly.
7.0 min
Let us analyze how COVID-19 lockdown has effected daily movement using Google’s Community Mobility data.
- data-science
- covid-19
- plotly
- python
- data-visualization
Predictive Modeling in Healthcare Analytics
7.0 min
Let us understand how to build a good predictive model in healthcare systems.
- data-science
- machine-learning
- predictive-analytics
- healthcare
Whatsapp Group Chat Analysis using Python and Plotly
8.1 min
Let us try and gain insights/patterns from Whatsapp group chat’s data using Pandas and Plotly.
- data-science
- python
- plotly
- data-visualization
Understanding GraphQL vs REST!
6.0 min
Let us try and understand the drawbacks of REST and how GraphQL overcomes them.
- javascript
- web-development
- graphql
- api
Hypothesis Testing Explained!
4.7 min
Let us try and understand the widely used concept of hypothesis testing and p-values.
- data-science
- probability
- statistics
- hypothesis-testing
Thinking Probabilistically — Advanced
6.9 min
Let us try and understand the intuition behind the Conditional Probability and Bayes Theorem.
- data-science
- probability
- towards-data-science
- math
Thinking Probabilistically — Fundamentals
6.2 min
Apart from statistics, let us learn about the probabilistic language by understanding the terms involved and working on a case study.
- data-science
- probability
- math
Github Recommender System using Python
5.1 min
Let us analyze user similarity and recommend repositories to users using the concept of bipartite graphs.
- data-science
- network-analysis
- github
- python
Applied Network Analysis using Python
5.4 min
Let us try to understand how we use the graph data-structure to analyze networks using the NetworkX library.
- data-science
- data-analysis
- python
- network-analysis
- data-visualization
Twitter Trends Analysis using Python
5.2 min
Let us try to understand the twitter trends across the world using Python and Twitter API.
- data-science
- data-visualization
- python
- social-media
Linkedin Network Visualisation using Plotly
5.0 min
In this article we will visualize our Linkedin connections using the Plotly library.
- data-science
- data-visualization
When Data meets Burgers — Exploratory Data Analysis
8.1 min
Performing Exploratory Data Analysis on Us McDonald’s Menu to extract interesting insights.
- data-science
- data-cleaning
- data-visualization
- python
Data Science, Alexander of the Times Ahead
5.7 min
I strongly believe data science will rule the world in the future. Read to know why.
- data-science
- big-data
- future
Data Visualization — An Underrated Art
5.3 min
Data Visualization is an highly underestimated trait which is very important for exploring the data.
- data-visualization
Data Visualisation using Pandas and Plotly
5.2 min
Perfoming Data visualisation on a real-time dataset using Pandas and Plotly
- data-visualization
- pandas
- plotly
- data-cleaning
Introduction to the Pandas Library
7.4 min
A brief practical Introduction to Pandas Library and how it is essential in the world of Data Science.
- data-science
- python
- pandas
Real-Time Introduction to NumPy
5.0 min
Let us try to understand NumPy and how it is used to solve real time problems.
- data-science
- python
- numpy
Introduction to Statistics — Part 2
5.6 min
An introduction to Measures of Spread and Measures of Centrality.
- data-science
- descriptive-statistics
- mathematics
An Introduction to Statistics — Part 1
5.6 min
A detailed intro to statistics
- statistics
- data-science
- math
Data Science vs the world of AI
3.7 min
Let us try to understand what Data Science and AI are and how these intersect
- data-science
- artificial-intelligence
Data Science DeMystiFied (What is Data Science ? )
4.3 min
Raise your hand if you’ve heard about Data Science….I’m sorry if you’ve not realised that you have heard about it.Ever since we built…
- data-science
- statistics
- probability