This repository contains files to back articles written on my medium URL https://medium.com/@suemnjeri.
Articles backed by the code here.
- 11 Essential Code Blocks for Complete EDA (Exploratory Data Analysis)-Regression Task Find the Code here
- 13 Key Code Blocks for EDA-Classification Task. Code is here
- Data Answers the ‘Are You Too Old to Learn Coding’ Timeless Question. Find the code and data files here
- 8 Seaborn Plots for Univariate Exploratory Data Analysis (EDA) in Python
- 10 Must-know Seaborn Visualization Plots for Multivariate Data Analysis in Python
- Lambda Functions with Practical Examples in Python Find the code here
- Filter a Pandas DataFrame by a Partial String or Pattern in 8 Ways. Code is here.
- Functions That Generate a Multi-index in Pandas and How to Remove the Levels. The code and data files are here.
- A Pandas Tutorial Highlighting 8 Essential Functionalities. The code and data files are here.
- Pandas Melt, Stack and wide_to_long For Reshaping Columns into Rows. Find the code here
- How To Extract Real-World Data From Websites and APIs in CSV, JSON, XML and SQL Formats. Find the data and code files here
- How to Upload Large Image Datasets into Colab from Github, Kaggle and Local Machine.
- Fundamentals of Linear Regression for Machine Learning. Find the code here.
- Preventing Overfitting with Lasso, Ridge and Elastic-net Regularization in Machine Learning. The data and code files are here
- What is Model Complexity? Compare Linear Regression to Decision Trees to Random Forests. Here is the Code