Using Pandas DataReader to Access Online Data Sources in Python
Pandas DataReader is a library that allows data scientists to easily read data from a variety of sources into a … Read more
Data Sources
Here you’ll find everything about different data sources for data science and machine learning.
Data sources for machine learning can include a wide variety of sources and formats, such as:
- Structured data: data that is organized into tables or fields, such as databases, spreadsheets, or CSV files
- Unstructured data: data that does not have a pre-defined structure, such as text documents, images, or audio files
- Public data: data that is publicly available, such as data from government agencies, research institutions, or non-profit organizations
- Private data: data that is owned and controlled by a specific organization or individual, such as customer data, transactional data, or sensor data
- External data: data that is external to the organization or system that is using it, such as data from third-party vendors or partners
Color-Coded Cryptocurrency Price Charts in Python
Are you intrigued by the fascinating world of cryptocurrency and looking to visually decipher its price trends? Welcome aboard! In … Read more
Streaming Tweets and Images via the Twitter API in Python
Twitter is a rich source of data that can be used to understand current and future trends. Because tweets often … Read more
Image Classification with Convolutional Neural Networks – Classifying Cats and Dogs in Python
This tutorial shows how to use Convolutional Neural Networks (CNNs) with Python for image classification. CNNs belong to the field … Read more
Customer Churn Prediction – Understanding Models with Feature Permutation Importance using Python
Customer retention is a prime objective for service companies, and understanding the patterns that lead to customer churn can be … Read more
Classifying Purchase Intention of Online Shoppers with Python
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Geographic Heat Maps with GeoPandas: Visualizing COVID-19 Data in Python
The spreading of COVID-19 has led to an increased interest in displaying region and country-specific information on geographic heat maps. … Read more
Accessing Remote Data Sources via REST APIs in Python
REST APIs provide straightforward access to remote data sources. Data scientists should learn about REST APIs because APIs (Application Programming … Read more