GitHub Copilot: Key Features & Installation
Table of Contents: Introduction How GitHub Copilot works? Key features of Copilot Benefits Steps to install & use on VSCode Considerations & Limitations Copilot Pricing Model Did you know that GitHub Copilot is transforming how developers write code? This AI-powered tool accelerates development by offering smart code completions and suggestions. By automating repetitive tasks and […]
Exploratory Data Analysis With AWS Machine Learning
Machine learning is only as effective as the quality of the data it processes. Careful exploratory data analysis (EDA) is a critical step to uncover patterns, trends, and potential issues in datasets, ensuring the success of machine learning models. AWS offers a suite of tools and services that simplify the EDA process, making it more […]
Kubernetes Installation Options: The Hard Way, Kubedm, MiniKube, Managed K8s (EKS, AKS, OKE, GKE)
This blog explains the different ways to set up and run Kubernetes. The best installation method depends on factors like how easy it is to maintain, your security needs, how much control you need, the resources you have, and your expertise in managing Kubernetes. You can deploy Kubernetes on a local machine, in an on-premises […]
AutoML in Vertex AI: Understanding the Relationship
AutoML in Google Cloud’s Vertex AI automates key aspects of the machine learning (ML) workflow—such as data preparation, model training, hyperparameter tuning, and deployment. By leveraging algorithms to optimize the pipeline, it minimizes effort and accelerates the time-to-deployment for high-performing models. Meanwhile, Vertex AI serves as the fully managed infrastructure platform that powers it, providing […]
Data Engineering & AI | Impact of AI in Data Engineering
How is AI reshaping the workload and priorities of data teams? Is it simply enhancing the capabilities of data professionals, or does it completely redefine their roles? How can data engineers leverage the power of AI? And, perhaps most importantly, what does the future hold for data engineering in a world increasingly driven by AI? […]
Step-by-Step AWS Certified Solution Architect Certification (SAA-C03) Guide by K21 Academy
AWS Certified Solution Architect is one of the most useful and popular cloud qualifications. It covers all of the key AWS services and provides an excellent entry point into the world’s most popular public cloud platform. Getting certified can boost your confidence and help you land interviews, but the skills you learn are more important […]