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Best Machine Learning Book for Beginners

You need a mixof different technologies for Data Science projects. Instead of learning many skills, just learn a few. The four main steps of any project are extracting the data, model development, artificial intelligence, and presentation. Attending interviews with many skills is not so easy. So keep the skills short.
A person with many skills can't perform all the work. You had better learn a few skills like Python, MATLAB, Tableau, and RDBMS. So that you can get a job quickly in the data-science project.
Out of Data Science skills, Machine learning is a new concept. Why because you can learn Python, like any other language. Tableau also the same. Here is the area that needs your 60% effort is Machine learning.  Machine Learning best book to start.

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12 Essential DevOps Principles to Apply in Process

12 essential DevOps principles or features that are popular among DevOps tools. 

Useful to learn for interviews and use in your projects. 

DevOps means a concept to bring the Development team and operation team together.

So that you can speed up the deployment process. Before you start learning the tools you need to understand core principles.

12 Essential DevOps principles

DevOps Principle#1: To deliver rapidly without affecting the quality

DevOps Principle#2: Communication and Collaboration are the key ideas in the DevOps concept.

DevOps Principle#3: Multiple deploys are possible if code in Development team automated.

DevOps Principle#4: Once you commit the repository, it tests the code automatically against the automated test scripts.

DevOps Principle#5: If Build is successfully passed, it installs automatically in a Testing environment.

DevOps Principle#6: When infrastructure is automated, it installs automatically to other server.

DevOps Principle#7: Minor changes take place in isolation, that means, it creates a separate server to deploy minor changes.

DevOps Principle#8: Speed in DevOps, organizations to better serve their customers and compete more effectively in the market.

DevOps Principle#9: Quality and Security teams are part of DevOps.

DevOps Principle#10: Automating the process, much better productivity than manual work.

DevOps Principle#11: Very frequent and small updates possible in DevOps.

DevOps Principle#12: DevOps has multiple benefits>>

Summary

  • Explained top DevOps principles in this post. If you are a student or software engineer these things are highly useful.

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