Guided industry project
Data Cleaning of the Car Data set
In this project, you will be learning all the basics of machine learning, many libraries and modules in Python. Specifically, we will be learning algorithms for Data Analysis such as Polynomial Regression, Logistics Regression, Supervised Learning Techniques, KNN algorithm , Dendrograms etc. The application for the study is the Descriptive analytics of Car data after performing the Data Cleaning.
- Duration
- 1 month
- Fee
- ₹30,000
- For
- BE/BTECH / Mech/ Auto/ Production /Civil/electrical
What will you do in this project?
In this project, you will work on a Data cleaning using Python
- Understanding the Basics of ML & AI.
- The various Data analytics module available in Python.
- Data Wrangling ,i.e conversion of Raw data into useful data.
- Replacing the unavailable data with the Average of the Corresponding Data.
- Doing the Descriptive analytics to thus Cleaned Data.
- Classification of Cars based on the various parameters.
- Analysing the Trends of Pricing for various parameters such as Engine size, Fuel Used, Power of the engine etc.
Benefits of this Project
In this project, you will be learning all the basics of machine learning, many libraries and modules in Python. Specifically, we will be learning algorithms for Data Analysis such as Polynomial Regression, Logistics Regression, Supervised Learning Techniques, KNN algorithm , Dendrograms etc. The application for the study is the Descriptive analytics of Car data after performing the Data Cleaning.The project is an advanced level project
- This project is great for undergraduate students (3rd & 4th year), M.Tech or MS students.
- If you are a working professional, this project will be helpful to learn the basics of Python.
- How to use Python for solving various Engineering Problems.
- Must be comfortable with basics of coding.
- Need basic background in Mechanical Engineering
- Learning the basics of Python.
- Hands-on experience in solving various Algorithm used in data analytics
- Training in various modules in Python and their uses.
Pre-requisites
- This project is great for undergraduate students (3rd & 4th year), M.Tech or MS students.
- If you are a working professional, this project will be helpful to learn the basics of Python.
- How to use Python for solving various Engineering Problems.
- Must be comfortable with basics of coding.
- Need basic background in Mechanical Engineering
- Learning the basics of Python.
- Hands-on experience in solving various Algorithm used in data analytics
- Training in various modules in Python and their uses.
Work with various Modules in Python
- This project is great for undergraduate students (3rd & 4th year), M.Tech or MS students.
- If you are a working professional, this project will be helpful to learn the basics of Python.
- How to use Python for solving various Engineering Problems.
- Must be comfortable with basics of coding.
- Need basic background in Mechanical Engineering
- Learning the basics of Python.
- Hands-on experience in solving various Algorithm used in data analytics
- Training in various modules in Python and their uses.
MechanicalAutomotive. Materials Engineering
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