Data Analysis Using Python
Data Analysis Using Python is a specialized field focusing on using Python programming language to gather, process, and analyze data effectively. Python is popular in data analysis due to its simplicity, readability, and the availability of powerful libraries like Pandas, NumPy, Matplotlib, and Seaborn.
Duration
1 Month
Lectures
11
Projects
3
Course Overview
The widespread use of the World Wide Web and social media has resulted in the creation and access to enormous amount of data becoming available. The data needs to be analyzed to be able to apply the information in useful ways in many fields including business, science, and social science. The course will teach you to apply your Python programming skills to complex data analysis problems.
Course Curriculum
- What data analysis is
- The Python skills that you need for data analysis
- How to use JupyterLab as your IDE
- How to split the screen between two Notebooks
- How to use Magic Commands
- Introduction to the Pandas DataFrame
- How to examine the data
- How to access the columns and rows
- How to work with the data
- How to shape the data
- How to analyze the data
- Introduction to data visualization
- How to create 8 types of plots
- How to enhance a plot
- Introduction to Seaborn
- How to enhance and save plots
- How to create relational plots
- How to create categorical plots
- How to create distribution plots
- Other techniques for enhancing a plot
- How to find the data that you want to analyze
- How to import data into a DataFrame
- How to get database data into a DataFrame
- How to work with a Stata file
- How to work with a JSON file
- Introduction to data cleaning
- How to simplify the data
- How to find and fix missing values
- How to fix data type problems
- How to find and fix outliers
- How to add and modify columns
- How to apply functions and lambda expressions
- How to work with indexes
- How to combine DataFrames
- How to handle the Setting With Copy Warning
- How to create and plot long data
- How to group and aggregate the data
- How to create and use pivot tables
- How to work with bins
- More skills for data analysis
Course Schedule
| Venue | Starting Date | Duration | Fees |
|---|---|---|---|
| Mohammadpur | 2024-12-01 | 1 Month | 15000 Tk |
Admission Is Going On
Enroll now to any of our Offline (On- Campus) or Online (Live Class) courses as per your suitable time.
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