Data Science Projects for Absolute Beginners

A list of Data Science Projects for beginners solved and explained using Python that you should try step by step!

Aman Kharwal
2 min readFeb 26, 2024

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If you are a complete beginner in Data Science, working on projects meant for beginners can help you improve your skills step by step. Data science involves a lot of theoretical concepts from statistics, mathematics, and computer science. Working on projects will help you go through every kind of problem you will face in your professional career one by one. So, if you are looking for Data Science projects to work on as a beginner, this article is for you. In this article, I’ll take you through a list of Data Science projects for beginners solved and explained using Python you should try.

Data Science Projects for Absolute Beginners

Below is a list of Data Science projects for beginners solved and explained using Python that you should try step by step.

Data Cleaning & Manipulation

  1. B2B Courier Charges Accuracy Analysis
  2. Data Preprocessing Pipeline

Data Analytics

  1. Exploratory Data Analysis
  2. Screen Time Analysis
  3. Consumer Behaviour Analysis
  4. Fitness Watch Data Analysis
  5. User Engagement Analysis
  6. Recession Analysis
  7. Text Analysis

Machine Learning

  1. Spam Comments Detection
  2. Loan Approval Prediction
  3. House Rent Prediction
  4. Online Payments Fraud Detection
  5. Ads CTR Prediction
  6. App User Segmentation
  7. Train and Compare Multiple ML Models

So, these projects are enough for every beginner in Data Science to improve their skills in working with data step by step. Once you have gone through these, you can work on advanced projects from here.

Remember to work on these projects step by step. It will help you explore and learn everything step by step.

Summary

So, Data science involves a lot of theoretical concepts from statistics, mathematics, and computer science. Working on the above projects will help you go through every kind of problem you will face in your professional career one by one.

I hope you liked this article on Data Science projects for absolute beginners. Feel free to ask valuable questions in the comments section below. You can follow me on Instagram for many more resources.

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