Artificial Intelligence for DevOps Engineer

Dear learners, In today article we will explain the Artificial Intelligence for the DevOps Engineers.

• Important Aspects are:-

• Artificial Intelligence

Artificial intelligence is the intelligence of machines or software, as opposed to the intelligence of humans or animals. It is a field of study in computer science that develops and studies intelligent machines. Such machines may be called AIs

• Machine Learning

Machine learning is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instruction

• Deep Learning

Deep learning is the subset of machine learning methods based on artificial neural networks with representation learning. The adjective "deep" refers to the use of multiple layers in the network. Methods used can be either supervised, semi-supervised or unsupervised

• LLM NLP Texts (Tool used Chat GPT)

Large language Module (Many Languages are stored on it)

• GAN Image Generation (Tool used Dall-E 2)

Used for the images store on it

• Prompt Engineering

How to talk with AI, What is the method to talk with AI called Prompt Engineer. It is a Domain talk with AI

Cloud Tools for the AI:-

• Google Vertex AI (under the Machine learning Category)

• Azure AI

• AWS Bed Rock !!

Top 5 LLM's are

• GPT-4

• Claude 2

• Llama 2

• Orca

• Cohere

Generative for DevOps:-

• Problem- Know what is the Problem

• Generative- how to handle the situation

• Apply- How to apply in our cloud

Thank you for reading!! Hope you find this helpful.

Always open to suggestions..!!

~ Manoj Bhamidipati 🙂