Data Science For Mechanical Engineering
Data is at the centre of data science.In all industries, it has become a need. At Theta Academy, Experts from manufacturing industry and IT have create this "Data Science for Mechanical Engineering" course to give students first hand exposure to what is happening in the industry.
Upcoming Industry 5.0 revolution is vanishing 80% jobs due to high Automation.In manufacturing industry there are 72% tasks that can be fully automated by Data science.So companies are investing in this technology. For secure job and successful career it is essential to learn Data Science for mechanical perspective.Explore more about projects and course from below.
Key Highlights
   Course is only specific to Mechanical Engineering Students.
   Use Linear Algebra,Differentiation,Stats studied in Engineering for real life projects .
   Projects of course already employed in RND Departments of Mechanical Industry .
   No prior Knowledge of coding or Applied Maths required .
   Placement Assistance will be provided .
   We offers a flexible schedule, enabling students to adapt their study hours.
   AI is rapidly creating Human-less industry, including mechanical. Offering this course helps students, to adapt to the changing job landscape.
   Our Learning Management System offers AI-assisted problem-solving and simulates technical interviews.
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Tools We Covered
Why To Choose Theta Academy?
Who Is This Program For?
This Program is for those guys who are currently pursuing BTECH/Diploma in Mechanical Engineering Or those who are currently working professionals in the Industry.
Job Opportunities post AI & Machine Learning Course
Mechanical engineering students who complete an Artificial Intelligence course can pursue careers as AI engineers, robotic software developer,automation engineer,data scientist or can build its own product.
Top Subjects You will learn
Python,Machine Learning,Deep Learning,Robotic Simmulation,Fluid Dynamic using Python,Predictive Maintenance of machines.
What are the minimum requirements for course?
This course is only for those who are currently pursuing or completed Diploma/Btech/Master's in Mechanical Engineering OR those who are working professionals in the industry.
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Explore NowOur Industrial Projects
Gas leakage detection system at Bharat Gas Sagar District Plant
In this project our developers have use advance Image processing tools to detect even small bubbles in water due to the gas leakage from the cylinder.
Robot Shortest path planning prototype project for Amazon new storerooms at Chandigarh
The project is lead by our Data Science expert Mr. Maninderpal Singh. Currently this project is done purely on python frameworks. Later on we will blend ROS framework to implement it practically at store rooms.
Air Circuit Breaker(ACB) trip recording to the cloud and Warning system at Sawaraj-Mahindra plant at Mohalli
This project uses an Arm based microprocessor to get the trip signal from the 12 ACB's and storing it to the local cloud of plant.I also shows speaker warning after tripping.
Curriculum Designed by Experts
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Python Programming
13 TopicsTopics
- Data types
- Conditions and loops
- File and Exception Handling
- Object Oriented Programming
- Chat GPT with Python
- Advanced Python
- Database Management System
- CRUD Operations
- Joins
- Advance SQL
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Applied Mathematics and Statistics
14 TopicsTopics
- Probability Distribution Functions
- Hypothesis Testing and Methods
- Linear Algebra Concepts
- Types of Distributions
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Mechanical Concepts and Machine Learning
13 TopicsTopics
- Feature Engineering
- Predictive Analysis of Mechanical Properties(ex:Bulk's Modulus)
- Machine Learning
- Deep Learning
- Tesla Working and Practical Project
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Automation In Manufacturing and Designing
13 TopicsTopics
- Automatic Safety Analysis at Manufacturing Industry
- Robotics and Automation
- Predictive Maintenance
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R Programming
10 TopicsTopics
- Introduction
- Data types/Factors/Conditioning/Loops
- Data Visualization by R Language
- Advance R
- Turbullence Modelling of Aircrafts using R
Like the curriculum? Get started
FAQ'S
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Why should I learn Artificial Intelligence or Data science in
Mechanical Engineering?
Combining mechanical engineering expertise with AI knowledge empowers engineers to create innovative solutions, tackle complex challenges, and drive progress in a technology-driven world. It broadens career opportunities and prepares them for the evolving needs of the engineering industry.
As Per Forbes 70% of the manufacturing,Design and Testing Jobs are going to vanished by 2027 due to AI.Therefore for secure career its important concept to learn. To know more about AI and Mechanical Industry -
I never do programming.Can I learn it easily?
Yes, you can learn programming easily. Start with a beginner-friendly language like Python, use online class, and practice regularly to build your skills. Stay persistent and patient with yourself as you progress.
At THETA ACADEMY all courses are designed for those who just step into technology(Begineer level) -
Is Internship Available at THETA ACADEMY?
Yes,THETA ACADEMY can provide Internship certificate.In our courses we provide industrial level training and capstone projects are done.A Student who enroll in the course can recieve internship certificate at the end of course. The only rule is he/she have to submit his/her proof of College.
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What will be the level of Mathematics in this
course?
In this course, while some basic mathematical concepts are essential, you don't need to be a math expert to get started. Data science in Mechanical Engineering involves using statistical methods, algebra, and calculus for analysis and modeling. Don't worry if you find math challenging; the focus will be on practical applications and understanding how to work with data effectively. We will cover mathematical topics in such a way that a non mathematic lover can also join it.As you progress, you'll gain a deeper understanding of the necessary mathematical principles and their role in data analysis
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I am going to Foreign to pursue a course.Does this
course help me their while studying?
Course content is designed to align with international standards and practices, ensuring that the knowledge and skills gained will be applicable and valued in foreign universities. If you are pursuing a Mechanical course at Foreign, It is mandatory in their syllabus to learn Python or R.So Learning this before going will assist you.
Our Student Reviews
Why Data Science is essential for Mechanical Engineering ??
The Indian Education System's lack of emphasis on practical work is the main cause of career failure. One thing we may observe in Tier-3 colleges in India is that students who perform poorly in lab or practical exams, such as the welding lab in the mechanical or electrical lab, are occasionally disregarded for that subject and are granted passing scores. All the practical experiments are outdated. Instead of watching that student measure correctly with a micrometer,more emphasis is placed on whether he or she uses a black pen for giving titles in the practical notebooks.