When we find a topic we hold true to our hearts, we'll occasionally cling long enough to produce a series. These publications cover topics from start to finish, just enough to arm readers with enough to be dangerous. We may not be a 500 dollar online bootcamp, but we do explain things like human beings, and occasionally even drop the F-bomb. Trust us, it's way more fun (and perhaps effective) to stick to something this way.
Data Science & Engineering
Data Analysis with Pandas
Analyze and manipulate data with Python's iconic data library. Perform complex data operations from nearly any source with the world's best data tool.
Learning Apache Spark
Utilize Apache Spark to build speedy data pipelines. Interact with your Spark cluster using PySpark, and get started using Databricks' notebook interface.
Mapping Data with Mapbox
A full exploration into Mapbox: the sweetheart of geovisualization amongst data scientists. Learn the core product or see why the API rivals Google Maps.
Python Code Snippet Corner
Your occasional dose of Python tidbits for data science and analysis. Tutorials are BYOJ: bring your own Jupyter notebook.
Web Scraping With Python
Use Python libraries such as BeautifulSoup, Scrapy, and Selenium to pillage the web for data. Implement countermeasures and crawl the internet freely.
Welcome to SQL
If you feel like you’re late to the data party, we all are. The party has been going strong since the 70s: brush up on SQL syntax the old-fashioned way.
Build Flask Apps
Create web applications and APIs with Python’s most popular framework. We cover everything from routing, database integrations, user accounts, and more.
Working with MySQL
Tutorials for working with MySQL databases including configuration, the query language, and setting up cloud-hosted instances.
Learn GraphQL syntax, set up a GraphQL API client from your existing database, and write queries to efficiently and quickly retrieve data for your app.
Increase your efficiency to work with databases in Python by managing connections, create data models, and query your data using Python's SQLAlchemy ORM.
Getting Into Django
The monolithic Python framework that started it all. Dive into aspects of Django ranging from request handling, database models, form submissions, and more.
Python Concurrency with Asyncio
Execute Python code concurrently with Asyncio: Python’s native library for handling tasks in tandem.
Adventures in Excel
Excel secrets, tricks, and magic. Learn macros and formulas to supercharge your Excel workflow to make life easy enough to take the rest of the day off.
Hacking Tableau Server
Break free from the constraints of the TSM CLI to bend Tableau Server to your will. Uncover Superadmin privileges, or even rewire Tableau to handle ETL.
Utilize Excel's most powerful add-on to get more from your data. Learn to use powerful features such as building data models, table relationships, and more.
Creating APIs in AWS
Create a REST API with AWS microservices. Structure your API with API Gateway script logic in Lambda Functions, and save/fetch data from an RDS database.
All you need to know about MongoDB’s official cloud offering. Dive into MongoDB Atlas or the architecture & microservices provided by MongoDB Stitch.