Category: Tech Notes
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VMC on AWS – Part 1.1 – How to Create an SDDC and Connect AWS Account
The first step in deploying the VMC on AWS is to create an SDDC and Connect your AWS Account. To perform this, follow the below steps. Login to https://console.cloud.vmware.com. Click on Launch Service. Go to the Inventory Tab and Click on Create SDDC. Provided the Require information as shown in below figure. Choose an AWS…
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My Experience with VMware Certified Professional – VMware Cloud 2022 (VCP-VMC 2022) (2V0-33.22)
Thanks for reaching out to my blog. Through this article, I’m sharing my personal experience with “VMware Certified Professional – VMware Cloud 2022 (VCP-VMC 2022),” which I recently passed at the beginning of this year 2023. What influenced me to attempt this exam? Well, while scrolling through the VMware community page in December 2022, I…
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ML Concepts – Evaluation Matrix and Equations
There are several classifiers can be used to identify the model’s effectiveness. You can assess using the evaluation metrics such as Accuracy, Recall, F1 Score, Precision, False Positive Rate (FPR), and True Positive Rate (TPR). Equations for these metrics are showing below.
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ML Concepts – What is Confusion Matrix?
Confusion matrix is a performance measurement technique for machine learning which use to evaluate the performance of a classification model. It is a table that lists how many predictions a classifier made correctly and incorrectly. It is employed to evaluate a classification model’s effectiveness. It can be used to calculate performance metrics like accuracy, precision,…
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ML Concepts – Loss Function in ANN
The Loss Function is one of the important components of Neural Networks. Loss is nothing but a prediction error of Neural Net. And the method to calculate the loss is called Loss Function.In simple words, the Loss is used to calculate the gradients. And gradients are used to update the weights of the Neural Net.…
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About the Author
Dr Pranay Jha
Dr. Pranay Jha is a Cloud and AI Consultant with 18+ years of experience in hybrid cloud, virtualization, and enterprise infrastructure transformation. He specializes in VMware technologies, multi-cloud strategy, and Generative AI solutions. He holds a PhD in Computer Applications with research focused on Cloud and AI, has published multiple research papers, and has been a VMware vExpert since 2016 and a VMUG Community Leader.
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