Data Analysis With Python
Learn the fundamentals of data analysis with Python. You will know how to read data from sources like CSVs and SQL, and how to use libraries like Numpy, Pandas, Matplotlib, and Seaborn to process and visualize data.
This is a certification course. You will get a Certificate of Completion from Onicatrix Learning.
Course Instructor
Course Syllabus
Python
Python Introduction
Python Functions and Collections
Python Iteration and Modules
Data Analysis
Introduction to Data Analysis
Data Analysis Example 1
Data Analysis Example 2
Jupyter Notebooks Intro
How to use Jupyter Notebooks
Jupyter Notebooks Cells
Jupyter Notebooks Importing and Exporting Data
Numpy Introduction
Numpy Introduction 1
Numpy Introduction 2
Numpy Arrays
Numpy Operations
Numpy Boolean Arrays
Numpy Algebra and Size
Pandas Introduction
Pandas Introduction
Pandas Indexing and Conditional Selection
Pandas DataFrames
Pandas Conditional Selection and Modifying DataFrames
Pandas Creating Columns
Data Cleaning
Data Cleaning Introduction
Data Cleaning with DataFrames
Data Cleaning Duplicates
Data Cleaning and Visualizations
Reading Data
Reading Data Introduction
Reading Data CSV and TXT
Reading Data from Databases
Parsing HTML and Saving Data
Data Analysis With Python
FREE
Learn the fundamentals of data analysis with Python. You will know how to read data from sources like CSVs and SQL, and how to use libraries like Numpy, Pandas, Matplotlib, and Seaborn to process and visualize data.