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Udemy

Python for Biologists and Beginners

via Udemy

Overview

Mastering Python for Biological Data, Automation, and Visualization

What you'll learn:
  • Set up a robust Python development environment using Anaconda Navigator and efficiently manage packages for bioinformatics applications.
  • Master advanced numeric operations, typecasting, and string manipulation techniques through practical exercises designed to handle complex data transformations.
  • Gain expertise in file handling, data structures, and control flow logic, applied through lots of in-class, hands-on projects.
  • Excel in Biopython, regular expressions, data analysis, and visualization with Pandas, Seaborn, and Matplotlib in real-world bioinformatics projects.
  • Hidden gems and unique techniques for efficient coding.

Welcome to "Python for Biologists and Beginners", an engaging and practical course designed to introduce you to Python programming while focusing on its applications in biology and bioinformatics. Whether you're new to coding or looking to expand your programming skills, this course will equip you with the knowledge and tools to analyze biological data, automate tasks, and solve problems in the life sciences.

Throughout this course, you’ll learn Python from the ground up, with a special emphasis on concepts and techniques that biologists can use in their research and analysis. The course is structured to build your confidence and skills progressively, allowing you to apply what you’ve learned to real-world biological datasets.

Key Features:

  • 100+ Videos: Comprehensive lessons covering everything from Python basics to advanced applications in biology.

  • Clear Explanations: Each concept is broken down and explained thoroughly, with coding exercises to reinforce your understanding.

  • Real-world Assignments: These large assignments challenge you to apply your knowledge, with solutions provided to guide your learning.

  • 9 Quizzes: Test your progress and understanding with quizzes at key points throughout the course.

  • 1 Hands-on Activity: A practical exercise to help you apply your skills to real-world biological data.

By the end of the course, you’ll be prepared to use Python for data analysis, automation, visualization, and bioinformatics, making it a perfect fit for biologists looking to enhance their computational skills.

Syllabus

  • Introduction
  • Basic Biology Review
  • Python Introduction
  • Variables, Numerics and Strings
  • Handling Files with Ease
  • Mastering Lists and Tuples
  • Loops: Automating Repetition
  • Conditional Statement: If, Else, Elif
  • Biopython: Toolkit for Bioinformatics
  • Dictionaries: Efficient Data Storage
  • Function: The Building Blocks
  • Regular Expression Made Easy
  • Working with DataFrames
  • Data Visualization

Taught by

Prince Kumar Lat

Reviews

4.5 rating at Udemy based on 180 ratings

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