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Python Programmer By DataCamp

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Total Duration
59 Hours

Gain the career-building programming skills you need to successfully develop software, wrangle data, and perform advanced data analysis in Python. No prior coding experience required. In this track, you’ll learn how to manipulate data, write efficient Python code, and work with challenging data, including date and time data, text data, and web data using APIs. As your skills grow, you'll progress on to writing functions and unit testing—an essential skill needed to find bugs in your code …

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Courses in this Learning Path
1
Introduction to Data Science in Python
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Duration : 31 hours
Level :Intermediate
Learn Type :Certification
Introduction to Data Science in Python

This course introduces the basics of python programming, including basic programming techniques like lambdas, reading and manipulating CSV files, and using the numpy library. This course will teach data manipulation and cleaning using the popular Python pandas data science library. It will also introduce the abstractions of Series and DataFrame, which are the central data structures for data …

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2
Data Types for Data Science in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Data Types for Data Science in Python

Are you interested in learning more about Data Science? This course is for you. This course will consolidate and put into practice your knowledge of lists and dictionaries. These concepts can be applied to multi-step problems using lots of real data. A case study involving Chicago Metro Transit data will be shown. Additionally, you will learn how to use Python Collections for data storage and …

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3
Data Manipulation with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Data Manipulation with pandas

Pandas is the most popular Python library and it's used for data manipulation. This course will show you how to manipulate DataFrames. This course will teach you how to extract, filter, and transform real data for analysis. Pandas will teach you the basics of data science. To learn how to clean up, calculate, import, and visualize statistics using pandas, you will be using real-world data like …

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4
Python Data Science Toolbox (Part 1)
DataCamp Course via DataCamp
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Duration : 3 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Python Data Science Toolbox (Part 1)

It's time to learn Python. There are many great functions in Python. There are many more functions in the library ecosystem. Data scientists need to be able create their own functions in order to solve data-driven problems. This course will teach you how to create functions using Python Data Science Toolbox. This course will teach you how to create custom functions with multiple parameters, …

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5
Python Data Science Toolbox (Part 2)
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Python Data Science Toolbox (Part 2)

You will learn Python data science skills through the second Python Data Science Toolbox course. Your first lesson will be about iterators. These are objects that you may have seen within the context of loops. Next you'll learn about list comprehensions. These are very useful tools for Python data scientists. A case study will help you apply the techniques learned in this course.

6
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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7
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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8
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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9
Web Scraping in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Web Scraping in Python

Data science has always recognized the importance of tools that allow for the retrieval and analysis of information stored on the Internet. This course will show you how to navigate HTML code and create tools that automatically crawl websites. Although we will be using the Python library scrapy to scrape, many of these techniques can be used with other Python libraries like BeautifulSoup and …

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10
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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11
Introduction to Shell
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Shell

The Unix command line is a versatile tool that allows users to perform complex tasks in a matter of keystrokes. It has been around almost 50 years. Because it allows users to run programs on clouds or clusters that might exist halfway around the world, and combine programs in new ways, the Unix command line is often called "universal glue" of programming. This course will cover its key elements …

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12
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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13
Developing Python Packages
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Developing Python Packages

Are you fed up with copying and pasting code into different files? Are you wishing it was easier to share and reuse your incredible snippets of code? Wrapping your code into Python packages can make it easier to read. This course will help you understand package structure and how loose code can be made into packages. Flake8 will show you how to maintain your import structure and code style. You …

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14
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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15
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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