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Python for Mechanical Engineers

A comprehensive course on programming for Mechanical Engineers using Python. This course is highly suited for beginners

4 weeks long course | 100% Online

Learn from leading experts in the industry

Project based learning with 2 industry level projects that learners can showcase on LinkedIn.

Learn Key Tools & Technologies Python

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Syllabus

This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects

Course Overview

In this course you will learn the fundamentals of python coding with basic commands.

The main concepts covered in the course include:

  • Solving a differential equation
  • Curve fitting and data analysis
  • Finding the minimal roots using Newton Raphson method

On completion of this course, students will gain knowledge on understanding the complex coding logics,debug the code and implement the coding logic for the real time applications and for the future projects.

Course Syllabus

On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.

Week 01-Introduction to Python

  • This module provides an introduction to Python using different mathematical operations and performing operations such as,
    • Array manipulations
    • Plotting and understanding the relationship between 2 variables
    • Looping using one or more looping conditions

Week 02-Plotting and Visualization

  • In this module, you will write programs that plot the p-v line of an air standard cycle and also create animations for a robotic arm with 2 degrees of freedom and simulate the motion of a pendulum.
    • In this module, you will learn the following,
      • Understanding the relationship between 2 variables using plots
      • Saving plots and creating animations using ImageMagick
      • Using tables

Week 03-Solving Dynamic Equations

  • In this module, you will learn to solve ordinary differential equations using the SciPy module. This is of particular interest since differential equations govern the equations of motion for various mechanical systems and this method can be used to numerically solve initial value problems.
    • Using odeint to solve initial value differential equations
    • Create a pendulum using the available coordinates
    • Plotting and saving images
    • Creating an animation using ImageMagick

Week 04-Curve Fitting and Regression

  • In this module, you will learn how to perform curve fitting using Python.
  • Curve fitting finds widespread use in predicting the relationship between different variables for which an existing relationship doesn’t exist.
  • Furthermore, curve fitting can also be used as a predictive tool in machine learning and AI to predict what will happen in the future using the trend of the plot.
  • Students will learn about, 
    • Curve fitting using the SciPy module
    • Learning how to check how well the data has been fitted

Week 05-Understanding Iterative Solvers

  • This module covers iterative solvers, which find widespread use in the solution of polynomial equations, and other aspects like understanding how to obtain the solution in the most optimised manner possible.
  • This module also explains,
    • How to use an iterative solver
    • How to use while loops?

Week 06-Data Analysis

  • The final module of the coursework deals with data manipulation, which is used in many industries like CAE and CFD to post-process the results from the simulation.
  • This is particularly useful if the same simulation is run multiple times for different configurations, and this code can be used to obtain the data automatically.
  • At the end of this module, you will be able to,
    • Take data from a file and manipulate the data to create meaningful plots.
    • Make the necessary calculations.
    • Automate the post-processing procedure.

Our courses have been designed by industry experts to help students achieve their dream careers

Industry Projects

Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.

Breaking Ice with Air-Cushion Vehicle

In this project, you will learn to use the Newton-Raphson method. Here, you'll understand the effects of using a relaxation factor and learn how to use plots and tables to visualize the results.

Data Analysis

In this project, you will learn how to manipulate the data from a given text file and create plots for different variables based on user input.

Our courses have been designed by industry experts to help students achieve their dream careers

Ratings & Reviews by Learners

Skill-Lync has received honest feedback from our learners around the globe.

Google Rating
4.6

Python for Mechanical Engineers

Python is an effective programming language used in every field of data science and engineering that you can effortlessly learn. Given that it is one of the popular programming languages in modern times, many students are now looking for the best python course. Python for mechanical engineers is a two-month online certification course at Skill-Lync where engineering students learn how to use this high level, object-oriented, general-purpose, and open-source programming language. 

It assists the mechanical engineers in completing their coding quickly, and it does not consume much as not much manual effort is essential. In addition, it has become crucial for each programmer to comprehend all the versions of Python. 

By enrolling on this Python course for mechanical engineers at Skill-Lync, you can better learn all the core concepts of Python and how to use them to enhance your career to gain better job prospects. The fees structure for this online Python certification course at Skill-Lync ranges from INR 3,000 for one month of access to INR 7,000 for lifetime access, depending on the course access plan. 

Who Should Take This Python Course?

Python is widely employed in numerous industries owing to its comfort of use and uncomplicated syntax. The online certification course at Skill-Lync includes topics from the fundamental variable description. It covers the necessary mechanisms in Python to perform mathematical operations and data analysis of text documents. 

This comprehensive knowledge would be of use for budding engineers since Python presents widespread applications in data analysis and automation. This Python for mechanical engineers online certification course is developed specifically for students who strive to master their proficiency level over Python and attain a fundamental grasp in their domain of mechanical engineering. 

In addition, this Python learning program will assist you in learning how to use the Python programming language effectively to perform mathematical operations and information manipulations. Apart from this, engineering students or graduates and professionals working in the automotive and aerospace domain can enrol for this learning course at Skill-Lync. 

What Will You Learn?

This Python for mechanical engineers learning program comes finely developed and brought forward for the students in the automotive, mechanical, and aerospace engineering fields. Also, this online certification course is equally beneficial for professionals in the data analysis and automation domain. In addition, this course will help students learn the fundamental concepts from a mechanical perspective and assist them in building a better professional portfolio. 

Candidates will also get an E-verified profile that they can share on LinkedIn. The top five students with good merit will get the privilege to become certified with a merit certificate. Apart from this, the course introduces you to the basic concepts of Python programming and offers you an in-depth understanding of machine learning, data analytics, data visualization, natural language processing and web scraping. 

In addition, you will likewise master the basic concepts of tuples, data types, lists, basic operators, dicts, and operations. This learning course will further help you learn the following concepts: 

  • Solve ordinary differential equations with the help of the scipy module.
  • Complete curve fitting using Python and use them in polynomial equations.
  • Fundamental concepts of performing mathematical operations and data manipulation as soon as they complete the online program.

Skills You Will Gain

After completing this online certification course at Skill-Lync, you can learn the following skills: 

  • Students will learn how to build animations using ImageMagic efficiently.
  • They will gain hands-on experience in plotting and saving images.
  • Students will understand how to check how well the information has fit in the loops.

Key Highlights of This Program 

  • After completing this Python online course certification, you receive a certificate to advance your career.
  • The duration of this online program is two months, where you get extensive learning aid from expert mentors. 
  • You get access to different practical activities and project portfolios.
  • Comprehensive job aid with superior industry-grade assignments.

Career Opportunities After Taking the Course

Once you complete this online certification course, you can build a professional career in the following fields.

  • Product manager: Product managers have a supremely influential role when it comes to assisting companies in understanding the industry and why creating one product will be more valuable than making another. They analyze the market, look for new elements related to a certain category or product, and support the formation of specific products with facts. 
  • Data analyst: This is a lucrative job opportunity for students who like working with massive amounts of data and finding purpose in that data. Numerous businesses constantly keep looking for individuals who can work with the extensive data sets they have access to after learning the Python course. These organizations are looking for professionals skilled in Python because SciPy, Pandas, and other Python libraries come in very handy in achieving this job and helping companies grow their bottom line.

FAQs on Python for Mechanical Engineers

  1. Will this course help me learn Python?
    This course on the Skill-Lync platform best way to learn the Python language. 
  2. What is the duration of this Python course?
    The duration of this online certification course is two months. 
  3. What is the mode of this online learning program?
    The mode of this certification course is online. 
  4. How can students clear their doubts?
    The doubt solving procedure is extremely easy. You get access to a professional engineer who can help you with doubts clarification via telephone or email support. 
  5. Can I take this certification course for free?
    No, you cannot take this certification course for free. 
  6. Does the Skill-Lync platform provide job guidance?
    Yes, the Skill-Lync platform provides job guidance to its students. 
  7. How can I get a refund for this online certification course?
    To know about the refund policy, you must get in touch with the enquiry desk at the Skill-Lync platform. 
  8. When can I start this certification course?
    You can begin this certification course as soon as you pay the enrolment fee. 

Instructors profiles

Our courses are designed by leading academicians and experienced industry professionals.

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1 industry expert

Our instructors are industry experts along with a passion to teach.

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7 years in the experience range

Instructors with 7 years extensive industry experience.

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Areas of expertise

  • CFD

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