CI/CD Pipeline
A CI/CD pipeline coordinates all the processes involved in continuous integration and continuous delivery. Continuous integration (CI) is the practice of automating the integration of code changes…
Docker Volume
In Docker, volumes are the preferred mechanism for persisting data generated by and used by Docker containers. They provide a way to store data outside of the container’s writable layer,…
Kubernetes
Kubernetes (also called K8s) is an open-source platform that helps you automates the deployment, scaling, and management of containerized applications. Kubernetes helps you organize and control them efficiently just like…
Docker
Docker is an open platform for developing, shipping, and running applications. Docker enables you to separate your applications from your infrastructure so you can deliver software quickly….
Docker Vs Kubernetes
Docker and Kubernetes are both crucial technologies for containerized applications, but they serve different purposes. Docker is a platform for building, sharing, and running containers, while Kubernetes is…
Count vectorization
Count Vectorization is a technique used in Natural Language Processing (NLP) to convert text into numerical feature vectors. It represents text data as a matrix where each…
Machine Learning: Transformative Uses and Applications Shaping the Future
Machine learning (ML) is at the heart of today’s technology landscape, influencing industries, enhancing products, and transforming our day-to-day lives. From dynamic recommendation systems to predictive healthcare…
Supervised vs. Unsupervised Learning
Certainly! Here’s an article comparing supervised and unsupervised learning, written to align with your style and tone, focusing on clarity, a practical mindset, and highlighting the relevance…
Reshaping Data with Melt and Pivot
In Pandas, reshaping data involves changing the structure of a DataFrame without altering the data itself. Two common methods for reshaping are melt() and pivot(). They are…
Pivot Tables and Cross-Tabulation
Cross tabulation (crosstab) is a useful analysis tool commonly used to compare the results for one or more variables with the results of another variable. It is used…