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Pandas for Data Science
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Pandas for Data Science

This course is part of Programming for Python Data Science: Principles to Practice.

Course Cost

Free course

Beginner

Skill Level

40 Hours

Self-paced lessons

This course teaches how to effectively use Python's Pandas library for data science tasks. Students will learn to clean, sort, and store data using Pandas, understanding when and how to leverage this powerful library. The curriculum covers file operations, data cleaning techniques, and advanced data manipulation methods. By the end, learners will be proficient in using Pandas for various data science projects, preparing them for more complex software development in Python.

What you'll learn

  • Understand when and how to use Pandas for data science projects

  • Master file operations and data cleaning techniques in Pandas

  • Learn to manipulate and optimize data using Pandas best practices

  • Gain proficiency in working with tabular data using Series and DataFrames

  • Develop skills in combining datasets from different sources

  • Understand efficient querying techniques for large datasets

  • Apply Pandas to real-world data science problems and projects

  • Prepare for more advanced Python programming in data science

Skills you'll gain

pandas
data cleaning
data manipulation
python
data science
file operations
tabular data
dataframes
data analysis

This course includes:

2.3 Hours PreRecorded video

1 quiz,8 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 4 modules in this course

This course provides a comprehensive introduction to using Pandas for data science in Python. Students will learn how to read and write data from various file formats, clean and manipulate large datasets, and perform advanced data operations. The curriculum covers Pandas Series and DataFrames, indexing and subsetting techniques, handling missing data, and combining datasets from different sources. Practical skills are emphasized through hands-on exercises and programming assignments, preparing students for real-world data science tasks.

Intro to Pandas For Data Science + Strings and I/O

Module 1 · 16 Hours to complete

Module 2: Tabular Data with Pandas

Module 2 · 6 Hours to complete

Module 3: Loading and Cleaning Data

Module 3 · 8 Hours to complete

Module 4: Data Manipulation

Module 4 · 10 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Programming for Python Data Science: Principles to Practice

Payment options

Financial Aid

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Pandas for Data Science

Beginner

Skill Level

40 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.