Difference between SQL and NoSQL database. Decision tree, cheat sheet to choose from RDBMS, columnar, key-value, wide column, document, graph, etc.
Scalable and efficient data pipelines are as important for the success of data science and machine learning as reliable supply lines are for winning a war.
The evolution from resource-constrained batch data mining to continuous MLOps at the cloud scale, and how to bring model development and DevOps together
Machine Learning Lifecycle in the MLOps era for continuous training, integration, and deployment (CT/CI/CD) of models while building ML-assisted products.
Understand the cloud deployment landscape and pick the best alternative for your app, team, and business.
Various types of SQL Joins: inner join, left outer join, right outer join, full outer join, and cross join; and how to make them fast.
Best places to find free datasets similar to your problem and kickstart your machine learning or data science project.
What if programming languages were stocks? And you had to create a portfolio that fetches good returns.
How to collect data and extract actionable insights from descriptive, diagnostic, predictive, and prescriptive data analytics using the drivetrain approach
How to efficiently iterate over rows in a Pandas DataFrame and apply a function to each row. 5 simple yet faster alternatives to apply() and iterrow().