Udemy

The 10-Day Python Bootcamp for Engineers and Scientists 2025

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  • 9,023 Students
  • Updated 3/2025
4.5
(369 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
1 Hour(s) 42 Minute(s)
Language
English
Taught by
Harry Munro
Rating
4.5
(369 Ratings)

Course Overview

The 10-Day Python Bootcamp for Engineers and Scientists 2025

Bite-sized chunks of learning: practical coding skills for working with data, visualisation, modelling and simulation.

Python Skills for Professionals – Guaranteed in Just 10 Days or Your Money Back


if engineer_or_scientist and wants_to_learn_python:

    print("Welcome! You are in the right place, please read on!")

else:

    print("This probably isn't for you but please feel free to check it out anyway.")


What’s Included:

  1. Bite-Sized, Actionable Lessons: No fluff, no wasted time - just concise, practical Python training tailored for busy professionals.

  2. Real-World Application: From visualising data to simulating an investment portfolio, every exercise is designed to mimic real-world challenges in engineering, science, and finance.

  3. Industry-Tested Techniques: Learn from proven tools and workflows with Pandas, NumPy, and Seaborn – essentials for modern data analysis and modelling.

  4. Comprehensive Resources: Downloadable code snippets, quizzes, and a final project to simulate and analyse an investment portfolio’s performance.

  5. Lifetime Access and Updates: Enjoy free lifetime access to all lessons and updates, including restructured modules and harder exercises based on feedback.


3 Reasons Why this Course is a No-Brainer:

  1. Made by an engineer, for engineers: I'm a chartered mechanical engineer and I've coded in Python for over a decade. Skip endless YouTube tutorials and blog posts. Get straight to practical skills that are actually relevant for industry application.

  2. Gain Immediate Results: Test your knowledge with coding exercises, assignments and quizzes throughout the course.

  3. Be Ready for the Future: Python is essential for modern fields like AI and data science. You can magnify your existing skillset by leveraging the power of Python.


Course updates:

  • 4th June 2025: Extensive improvements to capstone exercise on simulating portfolio returns

  • 2nd April 2025: Landing page updates and bug fixes.

  • 25th February 2025: Changed the structure to more evenly spread out the course material over the 10 days.

  • 5th December 2024: Some general bug fixes.

  • 24th November 2024: Added a big final coding exercise where you will simulate the returns of an investment portfolio and analyse the performance. Also made some of the coding exercises a little harder in response to feedback.

  • 28th October 2024: Big update - complete restructure to the course, breaking down lessons into much smaller bite-sized chunks to make it far easier to reference different sections.


"This is exactly what I was looking for to help jumpstart my Python skills." - Rhys Feeney, Product Manager at Ocula Technologies


“Perfect Course for Busy Professionals Who Want Real-World Python Skills! The bite-sized lessons are perfect for someone like me who’s juggling work and learning. The course goes straight to the point, cutting out unnecessary fluff, and dives right into practical, industry-relevant examples.” - Grace, Actuary


“This course is fantastic! Just the right level of detail and pacing to help get up to speed with Python and then apply the knowledge to real-world scenarios. I’d especially recommend this course for mechanical, chemical, or civil engineers and scientists who have resisted trying Python but are now ready to dive in.” - Chris, Engineer


Enrol today, enjoy lifetime access (including access to all future course updates) and level up your Python skills in 10 days or your money back!

Course Content

  • 10 section(s)
  • 71 lecture(s)
  • Section 1 Day 1 - Introduction
  • Section 2 Day 1 - continued: Getting Python Up and Running
  • Section 3 Day 2: Print Statements, Variables and the Order of Operations
  • Section 4 Day 3: Understanding Python's Data Types
  • Section 5 Day 4: NumPy: Arrays, Vectorisation and Statistics
  • Section 6 Day 5: Importing and Inspecting Data with Pandas DataFrames
  • Section 7 Day 6: Statistics with Pandas
  • Section 8 Day 7: Visualisation with Matplotlib and Seaborn Part 1
  • Section 9 Day 8: Visualisation with Matplotlib and Seaborn Part 2
  • Section 10 Day 9: Introduction to Functions for Modularity, Modelling and Simulation

What You’ll Learn

  • Learn Practical Python Programming for Data Science, Engineering, Modelling and Simulation tasks
  • Analyze and Manipulate Data Using Pandas and NumPy
  • Visualise Data with Matplotlib and Seaborn
  • Develop Predictive Models and Simulate Real-World Scenarios
  • Automate Data Processes to Produce Immediate, Actionable Insights
  • Understand and Apply Statistical Methods to Analyse and Interpret Data
  • Create Professional Visualisations to Present Your Findings
  • Write Efficient Python Scripts and Functions for Data Analysis
  • Solve Engineering, Scientific, and Analytical Problems Using Python
  • Build Practical Projects to Showcase Your Skills
  • Prepare for a Career in Data Science, Analytics or Engineering
  • Apply Your Skills to Real-Life Business Cases and Projects
  • Understand the Concept of Modular Programming and Apply It to Real-World Problems
  • Work with Real Datasets to Solve Complex Analytical Challenges


Reviews

  • P
    Philipp Jan Zecheru
    5.0

    The course was very informative and beautifully designed. I really enjoyed the clear structure and engaging presentation!

  • J
    Jeremie Diatta
    5.0

    I really enjoyed this introductory course. It was simple, yet highly insightful, and gave me a clear understanding of how and where I can apply Python in my daily work. Highly recommended!

  • V
    Vik
    5.0

    Helps cover the fundamentals of python

  • S
    Saheel Nahaboo
    4.0

    It's a decent course if you have python knowledge from before, i wouldnt recommend it for people who have never touched python

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