You’re already building your own Docker container 🥹.
Docker Fundamentals: What Every Data Professional Needs to Know
Before Docker: “Can you send me your requirements.txt?” “Which Python version are you using?” “What’s your CUDA version?”
Thank goodness for Docker!
Is Your Python Code Giving Junior Developer? 5 Tell-Tale Signs (And How to Fix Them)
Hardcoding database passwords is a cannon event for most junior developers. Let’s skip that arc 😉
Serializing Data 101: Apache Avro
Serialized data means less data to transfer = less network latency = responses so fast your manager thinks you cached everything 🤓.
Getting Started with AWS CDK
Would you rather create infrastrucuture using your favorite programming langauge or yaml-engineer a 5000 line CloudFormation template 😂?
Video Teaser for Data Engineering Series
I’m thinking about creating a video series on data engineering topics for individuals who are interested in the backend aspects of data. In recent years, data analysts, data scientists, and machine learning engineers have received the majority of attention, but data engineers play a critical role in a company’s data ecosystem. I hope that even those who are not interested in pursuing a career as a data engineer will find these topics engaging.
Beware of the Mutants 😱
Mutating your DataFrames can lead to corruption and unreliable analysis if you don’t realize what you’ve done.
An Intuitive Explanation of the P-Value
Although some people believe that the p-value is an antiquated number that serves more problems than solutions, it’s still important to understand it for your statistical analyses.
A Guide to Python’s Virtual Environment
Virtual environments are crucial for having clean and reproducible Python workspaces. Fortunately, the learning curve isn’t steep!
This is Why Python Should be Your First Programming Language 🐍
Python is a popular programming language used by many companies and trusted by many professionals. If you were wondering which language you should pick up first as someone who is new to data/tech, go with Python.