# Data Science 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 - Practice with some common SQL interview questions.
## Common SQL Interview Questions

Data Science, SQL - 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 - Check out the recent content updates to the Data Science domain 📝
## Data Science Change Log

Data Science, Data Visualization, Machine Learning - In this article, we cover the workflow for a deep learning project.
## Deep Learning Workflow

Data Science, Machine Learning - Learn how to analyze your Facebook messenger chat data to discover insights about your relationships with your friends.
## Facebook Messenger Analysis

Data Science, Python - Tips + Tricks for Jupyter Notebook.
## Getting More out of Jupyter Notebook

Data Science, Python - A walkthrough of Jupyter Notebook's most useful features.
## Getting Started with Jupyter

Data Science, Data Visualization, Python - Learn about Jupyter Notebooks and how you can use them to run your code.
## How To Use Jupyter Notebooks

Data Science, Developer Tools - This article will teach you how to run Jupyter Notebook on Chromebooks so you can do off-platform Python projects on your Chromebook.
## Installing Jupyter Notebook on a Chromebook

Data Science, Developer Tools, Python - What is Jupyter Notebook?
## Introducing Jupyter Notebook

Data Science, Data Visualization, Python - A brief overview of the data wrangling process and tidy data
## Introduction to Data Wrangling and Tidying

Data Science, Web Development - NumPy and pandas are two very useful libraries in Python. Let's learn how to use them!
## Introduction to Pandas and NumPy

Computer Science, Data Science, Python - This article is a brief introduction to the formal theory (otherwise known as Math) behind regression analysis.
## Introduction to Regression Analysis

Computer Science, Data Science, Machine Learning, R - Long short-term memory networks (LSTMs) are often used in deep learning programs for natural language processing.
## Long Short Term Memory Networks

Data Science, Machine Learning - Learn how machine learning algorithms impact our daily lives by analyzing one of the most influential algorithms there is: the Netflix recommendation engine!
## Netflix Recommendation Engine

Data Science, Machine Learning - This article describes why normalization is necessary. It also demonstrates the pros and cons of min-max normalization and z-score normalization.
## Normalization

Data Science, Machine Learning - An introduction to principal component analysis (PCA) and example implementation in Python
## Principal Component Analysis

Data Science, Data Visualization, Machine Learning - This article will teach you how to run Python code on Chromebooks so you can do off-platform Python projects on your Chromebook.
## Programming in Python on a Chromebook

Data Science, Developer Tools, Python - Open-source ML library for Python. Built on NumPy, SciPy, and Matplotlib.
## Scikit-Learn Cheatsheet

Data Science, Machine Learning, Python - 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 - Installing Jupyter Notebook with Anaconda or Miniconda.
## Setting up Jupyter Notebook

Data Science, Data Visualization, Python - Introduction to the two main classes of algorithms in Machine Learning — Supervised Learning & Unsupervised Learning.
## Supervised vs. Unsupervised

Data Science, Machine Learning - Learn about how to recognize when your model is fitting too closely to the training data.
## The Dangers of Overfitting

Data Science, 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 ## The Machine Learning Process: Identifying Storylines in Survivor

Data Science, Machine Learning## The Machine Learning Process: Look What Taylor Swift Made Me Do

Data Science, Machine Learning- Learn about the different types of chatbots and how they work.
## What are Chatbots

Code Foundations, Data Science, Machine Learning - An artificial neural network is an interconnected group of nodes, an attempt to mimic to the vast network of neurons in a brain.
## What are Neural Networks?

Data Science, Machine Learning - A quick overview of deep learning and its applications
## What Is Deep Learning?

Data Science, Data Visualization, Machine Learning - Managing data is quick and easy with database collections built right into the Editor. For even more customization, the wix-data module gives you greater functionality for manipulating, and querying data.
## Wix Data Module

Data Science