Packt
Data Analysis with Pandas and Python Specialization
Packt

Data Analysis with Pandas and Python Specialization

Mastering Pandas: Easy Data Analysis in Python. This course covers Python programming and data analysis with Pandas, including installation, core Python concepts, Series and DataFrame manipulation, text data handling, GroupBy methods, DataFrame merging, date and time management, I/O operations, data visualization, and Pandas customization.

Get in-depth knowledge of a subject
5.0

(5 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
5.0

(5 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Recall and describe Python's basic and advanced data types.

  • Apply mastery of Series and DataFrame operations in Pandas for data manipulation tasks.

  • Apply techniques to handle complex data types such as dates and times in Pandas.

  • Analyze and execute input and output operations with various file types, and optimize data analysis using advanced Pandas settings and functions.

Details to know

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Taught in English
Recently updated!

August 2024

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Specialization - 3 course series

What you'll learn

  • Explain how to navigate and utilize Jupyter Lab for Python programming.

  • Write Python code, including functions and data structures.

  • Manipulate and analyze data using Pandas Series and DataFrames.

  • Apply data cleaning and sorting techniques to prepare datasets for analysis.

Skills you'll gain

Category: Data Analysis
Category: Pandas DataFrames
Category: Anaconda Setup
Category: Python Crash Course
Category: Python Programming

What you'll learn

  • Utilize advanced data selection and column operations techniques in Pandas.

  • Employ various filtering techniques to enhance data extraction precision.

  • Apply Pandas methods proficiently to clean and prepare data effectively.

  • Manage and manipulate MultiIndex and text data within Pandas for comprehensive data handling.

Skills you'll gain

Category: MultiIndex Pandas
Category: Data Cleaning
Category: Pandas DataFrames
Category: Data Filtering
Category: Data Extraction

What you'll learn

  • Demonstrate proficiency in exporting and importing data in CSV and Excel formats using Pandas.

  • Create and customize data visualizations using Matplotlib to effectively present insights.

  • Adjust Pandas settings and parameters to optimize data analysis for specific needs.

  • Apply advanced Pandas techniques to streamline data workflows and improve efficiency in data handling and analysis.

Skills you'll gain

Category: Pandas Excel Integration
Category: Python Matplotlib
Category: Advanced Pandas
Category: Pandas Visualization
Category: Python Data Analysis

Instructor

Packt - Course Instructors
Packt
371 Courses9,215 learners

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Packt

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