Data Visualization Articles
Articles are more in-depth explanations about concepts covered in Codecademy courses. Here you'll learn more about workflows that developers use every day, and take your coding skills to the next level.- This article reviews some of deep learning's common applications.
Common Applications of Deep Learning
- Data Science,
- Data Visualization,
- Machine Learning
- Learn how to use various Python libraries to create, mask, and display a word cloud with contents from a text file.
Creating a Word Cloud With Python
- Data Visualization,
- Python
- Deep learning models have deep implications.
Dangers of the Black Box
- Data Science,
- Data Visualization,
- Machine Learning
- Read about the different projects you can do with data science!
Data Science Applications
- Data Science,
- Data Visualization
- Learn how to work around problems with visualizing messy and missing data.
Data Visualizations for Messy Data
- Data Science,
- Data Visualization,
- Python
- Learn about recommended EDA steps before fitting a regression model.
EDA Prior To Fitting a Regression Model
- Data Analytics,
- Data Science,
- Data Visualization
- Learn to explore a dataset by visualizing the data.
Exploratory Data Analysis: Data Visualization
- Data Analyst,
- Data Visualization,
- Python
- Learn about the different filter methods for evaluating and selecting features.
Filter Methods
- Data Scientist,
- Data Visualization,
- Python
- A walkthrough of Jupyter Notebook's most useful features.
Getting Started with Jupyter
- Data Science,
- Data Visualization,
- Python
- Learn how to install Jupyter Notebook with Conda and pip.
How To Install Jupyter Notebook on Mac and Windows
- Data Science,
- Data Visualization,
- Python
- This article will guide you through the process of selecting a graph for a visualization.
How to Select a Meaningful Visualization
- Data Visualization
- What is Jupyter Notebook?
Introducing Jupyter Notebook
- Data Science,
- Data Visualization,
- Python
- Learn when to use a log transformation of the dependent variable of your linear regression and how to interpret the resulting regression equation.
Log Transformations (And More)
- Data Science,
- Data Visualization,
- Python
- An introduction to principal component analysis (PCA) and example implementation in Python
Principal Component Analysis
- Data Science,
- Data Visualization,
- Machine Learning
- Learn how to customize your figures and scale plots for different presentation settings.
Seaborn Styling, Part 1: Figure Style and Scale
- Data Science,
- Data Visualization,
- Machine Learning
- Learn the general structure of how to approach Machine Learning problems in a methodical way.
The Machine Learning Process
- Data Science,
- Data Visualization,
- Machine Learning
- An introduction to exploring and visualizing time series data with Python.
Visualizing Time Series Data With Python
- Data Analyst,
- Data Analytics,
- Data Science,
- Data Scientist,
- Data Visualization
- A quick overview of deep learning and its applications
What Is Deep Learning?
- Data Science,
- Data Visualization,
- Machine Learning