Mastering Python for Data Science || QonEdu

Course Details

Programming
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Mastering Python for Data Science

By Barclay Mcpherson
03/Jul/2024
0 Students

Course Description

The Mastering Python for Data Science course is designed for individuals looking to harness the power of Python programming in the field of data science. This comprehensive course provides a deep dive into Python’s capabilities, equipping participants with the skills necessary to analyze, visualize, and interpret complex data sets.

Throughout the course, participants will explore key topics such as data manipulation using libraries like Pandas and NumPy, data visualization with Matplotlib and Seaborn, and machine learning concepts using Scikit-learn. Hands-on projects and real-world case studies will allow learners to apply their knowledge to solve data-driven problems, enhancing their ability to make informed decisions based on data analysis.

By the end of the course, participants will have a solid understanding of Python as a powerful tool for data science, enabling them to tackle a variety of data challenges and contribute effectively to data-driven projects.

Key Topics:

Introduction to Python programming for data science
Data manipulation and analysis with Pandas and NumPy
Data visualization techniques using Matplotlib and Seaborn
Introduction to statistical analysis and hypothesis testing
Fundamentals of machine learning and model evaluation
Working with data from various sources (CSV, APIs, databases)
Practical applications through hands-on projects and case studies

This course is ideal for beginners with a basic understanding of programming as well as professionals seeking to enhance their data science skills. A passion for data and a willingness to learn are all that is required!

Course Curriculum

Barclay Mcpherson

Accountant

I am a web developer with a vast array of knowledge in many different front end and back end languages, responsive frameworks, databases, and best code practices