Epython Lab
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Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems.

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If we may have data in XML format, but how could we transform into the right format for data analysis?

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This tutorial really help you to have basic knowledge about how to parse xml document into pandas DataFrame using pandas.
https://youtu.be/GFpBYaTJ1uQ
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Data Science Interview Preparation Questions Loading...
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Data science combines several disciplines, including statistics, data analysis, machine learning, and computer science. This can be daunting if youโ€™re new to data science, but keep in mind that different roles and companies will emphasize some skills over others, so you donโ€™t have to be an expert at everything.
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Does python know your errors before it runs your code?
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What is anonymous Function in Python?
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lambda function
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built-in function
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The Future with
Machine Learning For Dummiesยฎ, IBM Limited Edition

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In order to be successful at machine learning, you need to have a strong problem solving mindset. You should be able to take almost any business challenge presented to you, break down it, and figure out how to apply machine learning to solve it.
The concepts and skills that you may need to demonstrate in an interview are above in the figure.
Watch latest Interview Questions: https://lnnk.in/iucY
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Danger of Statistics

"I never believe in statistics
I didn't doctor myself" Winston Churchill Said

Statistics: is deep and manipulated
Understand how to turn RAW DATA ===> Decision/Conclusion
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Cheat Sheets for AI Neural Networks, Machine Learning, DeepLearning & Big Data

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As a data scientist 70-80 percent of your time spending on data cleansing. If you have given data which contains special characters and you may need to avoid those special characters, what methods do you use to avoid it?
https://youtu.be/qL7lX5lCfgw
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