Ementorhub

What you'll learn

You will be able to describe the fundamentals of programming in Python.

You will be able to identify data structures for efficient organization and manipulation of data.

You will practice using NumPy and Pandas for numerical computing, data manipulation, and analysis.

Skills you'll gain

Data Integration

Python Programming

NumPy

Data Transformation

Data Manipulation

Data Quality

Data Structures

Data Visualization

Exploratory Data Analysis

Programming Principles

Data Analysis

Data Wrangling

Data Cleansing

Pandas (Python Package)

Scripting

There are 5 modules in this course

In this course, participants will dive into the world of data manipulation using Python as the primary programming language. They will learn about data structures, such as lists, dictionaries, and arrays, and how to use them to store and organize different types of data. Furthermore, participants will explore the power of Python packages like random and math for generating and performing mathematical operations on data. They will also be introduced to NumPy, a powerful library for numerical computing, and learn how to efficiently work with multi-dimensional arrays and matrices. A significant focus of the course will be on pandas, a versatile library for data manipulation and analysis. Participants will discover various techniques to clean, reshape, and aggregate data using pandas, enabling them to derive valuable insights from messy datasets.

Data Structures

Numpy

Pandas

Case Study