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Python Programming

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Total Duration
24 Hours

In this track, you’ll learn how to code like a real programmer. You'll begin by learning how to leverage built-in modules and functions to efficiently optimize your code. Next, you’ll get hands-on as you learn how to write functions following best practices, such as how to write documentation and use context managers and decorators. As your skills develop, you’ll then gain an understanding of software engineering concepts, including modularity, documentation, and automated testing, before …

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Courses in this Learning Path
1
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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2
Writing Efficient Code with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Writing Efficient Code with pandas

Data scientists must be able work with large data sets efficiently and extract valuable information. When working with small amounts data, we often underestimate the speed at which code can be executed. This course will increase your Python knowledge as well as teach you how to make pandas faster by using its built-in functions. Pandas' functions are easy to use for simple tasks such as …

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

You're now done with your analysis. What's next? If you want to make your model production-ready, your code must be stronger than the Jupyter notebook exploratory programs. Writing Functions in Python can help you create a strong foundation for creating complex and beautiful functions that can be used by your team to add engineering and research skills. You will learn useful tips such as how …

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4
Software Engineering for Data Scientists in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Software Engineering for Data Scientists in Python

Data scientists can benefit greatly from learning concepts from software engineering. This will enable them to reuse code more efficiently and share it easily with others. This course will cover modularity, documentation, as well as automated testing. These concepts will help you solve Data Science problems quicker and more efficiently. You'll also be able use your skills as a software engineer …

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5
Unit Testing for Data Science in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Unit Testing for Data Science in Python

Unit testing is a must for every data science project. Unit testing has many benefits. It can reduce development and maintenance times, improve documentation, and increase trust from end-users. It decreases downtime for productive systems. Nearly all companies use unit testing as a standard skill. This course will teach you how to use Python's most popular testing framework, pytest. This course …

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6
Object-Oriented Programming in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Object-Oriented Programming in Python

Object-oriented programming (OOP) is a popular programming paradigm that reduces development time, makes it easier to understand, reuse and maintain your code, and allows you to modify it. OOP lets you see your code as more that a collection of actions. OOP allows you to see your code as more than a sequence of actions. Instead of seeing it as a series, OOP lets it be viewed as a collection of …

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7
Python Programming by DataCamp
DataCamp Course via DataCamp
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Duration : 24 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Python Programming by DataCamp

This track will teach you how to program like a programmer. To optimize your code, you'll first learn how to use built-in functions and modules. Then, you will be able to practice writing functions using best practices. This includes how to use context managers and decorators and how to write documentation. You'll gain a better understanding of software engineering concepts such as modularity, …

Read More