Zomato Restaurant Data Extraction
Published:
Data Extraction from API is important with the increase in web data. This notebook shows how to extract data from Zomato’s API.
Posts by Tags
API
Analysis
Zomato Restaurant Data Extraction
Published:
Data Extraction from API is important with the increase in web data. This notebook shows how to extract data from Zomato’s API.
Data Pipelines
Auto-updating dataset using Google Cloud and Kaggle API
Published:
A simple Data Engineering pipeline using Google cloud platform
Data Science
Demystify the Random Forest
Published:
Want to know how predictions are made by Machine learning algorithms like decision trees and Random Forest?
Data Viz
Important Traits in a Partner
Published:
What are some important traits that people look for in their partner. Check them out here
EDA
Indian Summers - Over the years
Published:
Indian Summers (April to June) are extremely Hot and Humid. Surprisingly (or not so), 2022 is hotter, not just in the usual cities across the country, but also in places that normally are known for warm temperatures. Want to forecast or analyse for 2022 summer based on last decade’s data?
GCP
Auto-updating dataset using Google Cloud and Kaggle API
Published:
A simple Data Engineering pipeline using Google cloud platform
Kaggle
Indian Summers - Over the years
Published:
Indian Summers (April to June) are extremely Hot and Humid. Surprisingly (or not so), 2022 is hotter, not just in the usual cities across the country, but also in places that normally are known for warm temperatures. Want to forecast or analyse for 2022 summer based on last decade’s data?
Auto-updating dataset using Google Cloud and Kaggle API
Published:
A simple Data Engineering pipeline using Google cloud platform
Learning
Learning How to Learn Anything
Published:
ML
Assumptions of Linear Regression
Published:
Are you applying LR to your data? Know its assumptions before applying, here
New to Hands-on ML? Begin here
Published:
New to Hands-on ML? Take a look at the Hello world of ML and try it out yourselves here
Getting Started with ML Competitions
Published:
How do ML Competitions work? Take a look at the workflow and try it out yourselves here
A Basic Pytorch Workflow
Published:
How does a basic Pytorch workflow look like? This notebook shows it.
Gradient Descent from Scratch in 20 Lines
Published:
How do ML algorithms optimize the loss functions? This notebook implements Gradient descent from scratch in less 20 lines of code.
Boosting Models and its types
Published:
How do Boosting ML algorithms work? This notebook shows a practical implementation of it.
Machine Learning
A look at Topic Modeling and the algorithms that power them
Published:
What is a topic model? what are the algorithms that power them? Read them here
Demystify the Random Forest
Published:
Want to know how predictions are made by Machine learning algorithms like decision trees and Random Forest?
NLP
A look at Topic Modeling and the algorithms that power them
Published:
What is a topic model? what are the algorithms that power them? Read them here
Programming Challenge
PyBites Challenges
Published:
The Challenges can be viewed here
Python
Assumptions of Linear Regression
Published:
Are you applying LR to your data? Know its assumptions before applying, here
New to Hands-on ML? Begin here
Published:
New to Hands-on ML? Take a look at the Hello world of ML and try it out yourselves here
Getting Started with ML Competitions
Published:
How do ML Competitions work? Take a look at the workflow and try it out yourselves here
A Basic Pytorch Workflow
Published:
How does a basic Pytorch workflow look like? This notebook shows it.
Gradient Descent from Scratch in 20 Lines
Published:
How do ML algorithms optimize the loss functions? This notebook implements Gradient descent from scratch in less 20 lines of code.
Boosting Models and its types
Published:
How do Boosting ML algorithms work? This notebook shows a practical implementation of it.
Euclidean Vs Cosine
Published:
The Post can be viewed here
Zomato Restaurant Data Extraction
Published:
Data Extraction from API is important with the increase in web data. This notebook shows how to extract data from Zomato’s API.
PyBites Challenges
Published:
The Challenges can be viewed here
A look at Topic Modeling and the algorithms that power them
Published:
What is a topic model? what are the algorithms that power them? Read them here
Auto-updating dataset using Google Cloud and Kaggle API
Published:
A simple Data Engineering pipeline using Google cloud platform
Demystify the Random Forest
Published:
Want to know how predictions are made by Machine learning algorithms like decision trees and Random Forest?
Sports Analytics
The Decline of Manchester United
Published:
If you’ve been following English Premier League football, you would know that Manchester United have not displayed top-tier football in nearly a decade, a club that was known for winning titles every year.
Statistics
Euclidean Vs Cosine
Published:
The Post can be viewed here
Tableau
The Decline of Manchester United
Published:
If you’ve been following English Premier League football, you would know that Manchester United have not displayed top-tier football in nearly a decade, a club that was known for winning titles every year.
Important Traits in a Partner
Published:
What are some important traits that people look for in their partner. Check them out here