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Which book should I refer as a beginner to learn Selenium with Python?

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No one need theory in the market ...start writing the programs in editor, debug and execute...challenge your skillset by complex programs.
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Related Questions

To start learning Selenium, how well do I have to know or be familiar with Java?
If you have to learn Web driver then you have to learn Java. At least you should be learning Core Java. In Selenium Web driver most of the things or every thing is done in Java. Or you can choose alternative programming language.
Uday
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What is the best way to learn selenium testing? N start career in automation testing?
For learning Selenium testing , Prepare for Core Java later learn Selenium WebDriver.
Deepak
How long will you take to complete selenium course as a weekend batch ? And what is the time duration for each class ?
Selenium and Java basics will take require around 8 hours of coaching. 2 hours every week. Rest, the student needs to practice at home on a daily basis
Ramachandran

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Setting Up Environment For Selenium Webdriver
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