Unlocking VMware Automation Power: One Python Script to Rule Them All

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Why Unlock VMware with a Python Mega-Script? While individual scripts are powerful, a well-structured Python script can orchestrate many tasks: 2. How This Script Works This example does all the following: The script is … Read more

Integrating PowerCLI with External APIs and Tools

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Why Integrate PowerCLI with External APIs? Many organizations automate IT workflows by connecting VMware scripts to ticketing, chat, monitoring, or CI/CD tools. This allows: 2. PowerShell Example: Sending a Slack Notification from PowerCLI Suppose … Read more

Integrating PowerCLI with External APIs and Tools

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Why Integrate PowerCLI with External APIs? Many organizations automate IT workflows by connecting VMware scripts to ticketing, chat, monitoring, or CI/CD tools. This allows: 2. PowerShell Example: Sending a Slack Notification from PowerCLI Suppose … Read more

Advanced Automation with PowerCLI, Python, NSX, and Aria Operations

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. PowerCLI and NSX-T Integration PowerCLI supports NSX-T for advanced network automation. You can create logical switches, manage firewall rules, and more. Importing the NSX-T Module Import-Module VMware.VimAutomation.Nsx Example: List All NSX Logical Switches # … Read more

Scheduling, Automating, and Best Practices for VMware Scripting

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Why Schedule VMware Scripts? Routine tasks like VM snapshots, reporting, backups, and audits are time-consuming if performed manually.Scheduling scripts lets you automate these tasks consistently, freeing up time and reducing human error. 2. Using … Read more

Handling Errors and Adding Logging for VMware Automation (PowerCLI & Python)

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Why Error Handling and Logging Matter Automation is powerful, but things go wrong: network issues, permissions, resource exhaustion, and more.Good scripts should log what happened and handle errors gracefully so you know where to … Read more

Exporting and Visualizing VMware Reports with PowerCLI and Python

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Exporting VM Inventory with PowerCLI Let’s create a PowerShell script that exports VM info (Name, PowerState, Guest OS, IP, CPU, Memory) to CSV. Save as export_vm_inventory.ps1: # Import PowerCLIImport-Module VMware.PowerCLI# Connect to vCenter (update … Read more

Automating VM Lifecycle Actions and Snapshots with PowerCLI and Python

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. Introduction to VM Lifecycle Automation Managing VMs at scale is much easier when you automate frequent actions like starting, stopping, restarting, and snapshotting. PowerCLI makes these tasks scriptable, while Python lets you orchestrate and … Read more

Connecting to vCenter/ESXi and Retrieving VM Information with PowerCLI and Python

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. The PowerCLI Connection Workflow To automate VMware, you first need to connect to the environment.PowerCLI uses the Connect-VIServer cmdlet to establish a secure session with vCenter or ESXi. 2. Example: PowerShell Script to Connect … Read more

PowerCLI and Python Fundamentals for vSphere Automation

Learning Objectives By the end of this article, you will: My Personal Repository on GitHub VMware Repository on GitHub Prerequisites 1. PowerShell, PowerCLI, and Python — How They Work Together You can run PowerCLI cmdlets directly in PowerShell, or orchestrate more complex logic by having Python scripts call PowerShell commands. 2. Basic Syntax: PowerShell vs … Read more

What Are PowerCLI and Python?

PowerCLI is a set of PowerShell modules for automating VMware environments. Python is a powerful, easy-to-learn programming language used for automation, scripting, and integrating systems. With both, you can: My Personal Repository on GitHub VMware Repository on GitHub How to Install PowerCLI and Python Step 1: Install PowerShellWindows 10/11 comes with PowerShell. To upgrade, visit … Read more

Beyond the Basics: Advanced Feature Scaling Techniques for Real-World Data

Feature scaling is a cornerstone of data preprocessing, supporting everything from machine learning to data visualization and business analytics. While standard methods like normalization and standardization handle most situations, real-world data can present unique challenges. Highly skewed distributions, extreme outliers, and non-Gaussian shapes often demand more flexible strategies. For such cases, advanced scaling methods, including … Read more