Beginners Guide to Data Exploration with Python
Using Python for Exploratory Data Analysis - A Beginner's Guide
Data Analysis
10 posts
The F1 GOAT Project; What am I trying to acheive?
Can Data help us decide who is the Greatest F1 Driver of all time (aka The GOAT)?
Exploratory Data Analysis
Looking at and understanding Data before making any assumption.
What is Data Science?
A multidisciplinary field that combines statistics, mathematics, computer science and domain knowledge to extract insights and knowledge from data.
Data Design Principles
Scalability, Integrity, Consistency.
Good Quality Data
Good Data, Right Data, Just In Time Data!
Data Scrubbing
Before you can go away and build your Machine Learning Model you will often find that the source data needs varying levels of manipulation before presenting it to your model. This post will briefly touch on some of the technical processes of refining your data-sets to make them more workable.
The difficulties of collecting good data
Working with data is hard!
Assumptions of Linear Regression
Linear Regression is an approach to modelling the relationship between a dependent variable and one or many independent variables.
Type i and Type ii errors
Machine Learning systems learn how to review data inputs so that never before seen data can be predicted against results of known data.