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Python Toolbox by DataCamp

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Total Duration
20 Hours

Level up your data science skills and learn how to deal with missing data and handle tricky dates and times in your analyses. You'll also learn how to parse text efficiently through the magic of regular expressions and write cleaner, faster, and more efficient Python code. As a bonus, we'll even help you prepare for an upcoming coding interview.

Courses in this Learning Path
1
Dealing with Missing Data in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Dealing with Missing Data in Python

Are you fed up with dealing with messy data? Did you know that data scientists spend the majority of their time organizing, cleaning and finding data? You can clean up your data intelligently, it turns out! You can do just that with this course, "Dealing With Missing Data in Python". Learn how to correct missing values in both numerical and categorical data as well as time-series data. You'll …

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2
Working with Dates and Times in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Working with Dates and Times in Python

While you can't have a time machine, it would be great to have one that analyzes time. When time is added to any analysis, things can get quite crazy. It's easy to be confused by time zones and day-month boundaries, daylight saving time, and other factors. Python is the best tool to do any kind of time-related analysis. We will use data sets that include information about hurricanes and bicycle …

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3
Regular Expressions in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Regular Expressions in Python

Data scientists are often faced with situations where they have to extract key information, clear up text that contains strings or match patterns in order to find meaningful words. These are all part and parcel of text mining. They are necessary before you can use machine learning algorithms. This course will teach you the basics of string manipulation and regular expressions. This course will …

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4
Writing Efficient Python Code
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Writing Efficient Python Code

Data scientists should spend their time extracting actionable insights from data and not waiting for the code to finish running. This will allow you to reduce the time it takes to run your Python code, and also save computational resources. This will enable you to pursue your passions in Data Scientist. This course will show you how to make your code faster, cleaner, more efficient, and take …

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5
Practicing Coding Interview Questions in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Practicing Coding Interview Questions in Python

Interviews for programming positions are often difficult. You might be asked questions to test your knowledge of programming languages. To test your thinking skills, you might be asked questions. You will be asked questions about the tools available when you apply for a job as a data scientist. To achieve the best results, you will need to work hard. To demonstrate your competence, it is …

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