As a beginner in data science, it’s hard to understand all the concepts you learn without implementing them on a dataset. Working on data science projects and case studies will help you improve your data science skills. If you’re struggling to come up with data science project ideas and how to start and end a data science project, this article is for you. In this article, I will take you through a list of data science projects with Python that will help you learn and implement all the concepts of Data Science by using the Python programming language.
Data Science Projects
Below is a list of Data Science projects with Python that you can try as a beginner. Each of the projects below is solved and explained using Python:
- Music Recommendation System using Spotify API
- Netflix Subscriptions Forecasting
- Air Quality Index Analysis
- Fitness Watch Data Analysis
- Demand Forecasting & Inventory Optimization
- Customer Acquisition Cost Analysis
- Dating Recommendations
- Anomaly Detection in Transactions
- Credit Scoring & Segmentation
- Next Word Prediction Model
- Dynamic Pricing Strategy
- Web Data ETL Pipeline
- Demand Forecasting & Inventory Optimization
- A/B Testing of Themes
- Data Preprocessing Pipeline
- User Engagement Analysis
- RFM Analysis
- Stock Market Performance Analysis
- Hybrid Recommendation System
- B2B Courier Charges Accuracy Analysis
- Currency Exchange Rate Forecasting
- Instagram Reach Analysis & Forecasting
- Retail Price Optimization
- Loan Approval Prediction
- Supply Chain Analysis
- End to End Chatbot
- Store Sales & Profit Analysis
- Customer Lifetime Value Analysis
- Exploratory Data Analysis
- Accelerometer Data Analysis
- Recession Analysis
- Demand & Supply Analysis
- Data ETL Pipeline
- Algorithmic Trading
- Food Delivery Time Prediction
- A/B Testing
- Credit Score Classification
- App User Segmentation
- Text Emotions Classification
- T20 World Cup 2022 Analysis
- Weather Forecasting
- Topic Modelling
- Ads Click Through Rate Prediction
- Survey Analysis
- Fashion Recommendation System
- Twitter Timeline in the Stock Market Analysis
- Screen Time Analysis
- Stock Market Analysis
- Social Progress Index Analysis
- Job Recommendation System
- Consumer Complaint Classification
- Business Forecasting
- News Recommendation System
- iPhone Sales Analysis
- Salary Prediction
- Flipkart Sale Analysis
- Credit Card Clustering
- Diamond Price Analysis and prediction
- Step by Step NLP with Python
- Netflix Recommendation System
- House Rent Prediction
- Password Strength Checker with Machine Learning
- Classification Model Evaluation
- Spam Comments Detection
- Website Traffic Forecasting
- Complete Process of NLP with Python
- Restaurant Recommendation System
- Online Food Order Prediction
- Virat Kohli Performance Analysis
- Book Recommendation System
- Time Series Forecasting with ARIMA
- Smartwatch Data Analysis
- IPL 2022 Analysis using Python
- Instagram Recommendation System
- MNIST Digits Classification
- Covid-19 Spread and Impacts Analysis
- Instagram Reach Analysis and Prediction
- Tinder Reviews Sentiment Analysis
- Student Marks Prediction
- Online Payments Fraud Detection
- Waiter Tips Analysis & Prediction
- Tiktok Reviews Sentiment Analysis
- Clustering Music Genres with Machine Learning
- Ukraine vs Russia Twitter Sentiment Analysis
- Stock Price Prediction
- Cryptocurrency Price Prediction for the next 30 days
- Breast Cancer Survival Prediction
- Covid-19 Deaths Prediction
- Flipkart Reviews Sentiment Analysis
- Stock Price Prediction with LSTM Neural Network
- Future Sales Prediction
- Article Recommendation System
- Netflix Stock Price Prediction
- Time Series Analysis
- Classification with Neural Networks
- Stress Detection
- AlexNet Neural Network Architecture
- Visualizing a Machine Learning Algorithm
- Training and Giving Inputs to a Machine Learning Model
- Product Demand Prediction
- Electricity Price Prediction
- Language Detection
- Adding Labels to a Dataset for Sentiment Analysis
- Pfizer Vaccine Sentiment Analysis
- News Classification
- Omicron Variant Sentiment Analysis
- Iris Flower Classification
- Water Quality Analysis
- Twitter Sentiment Analysis
- Squid Game Sentiment Analysis
- Comparison of Classification Algorithms
- Tata Motors Stock Price Prediction
- Health Insurance Premium Prediction
- Movie Rating Analysis for Beginners
- Number of Orders Prediction
- Apple Stock Price Prediction
- Insurance Prediction
- Worldwide Billionaires Analysis
- Unemployment Analysis
- Car Price Prediction Model
- Spam Detection
- Count Objects in Image
- WhatsApp Chats Sentiment Analysis
- WhatsApp Chats Analysis
- Microsoft Stock Price Prediction
- Covid-19 Vaccine Analysis
- Video Game Sales Prediction Model
- Student Grades Prediction Model
- Saving a Machine Learning Model
- Uber Trips Analysis
- Google Search Analysis
- Tesla Stock Price Prediction Model
- Financial Budget Analysis
- Click-Through Rate Prediction Model
- Interactive Language Translator
- Language Detection
- Create a Chatbot with Python
- Best Streaming Service Analysis
- Data Science Project on President Heights
- Data Science Project on Birth Rate Analysis
- Data Science Project on Time Series
- Data Science Project on Area and Population
- A Complete Machine Learning Project Walkthrough
- Text Summarization
- Keyword Extraction
- Sarcasm Detection
- Social Media Followers Prediction
- Amazon Product Reviews Sentiment Analysis
- Hate Speech Detection
- End-to-end Hate Speech Detection System
- End-to-end Fake News Detection System
- End-to-end Spam Detection System
- Hotel Reviews Sentiment Analysis
- Real-time Gender Detection System
- Dogecoin Price Prediction
- Google Play Store Sentiment Analysis
- Amazon Alexa Reviews Sentiment Analysis
- Social Media Ads Classification
- Fake News Detection
- End-to-End Machine Learning Model
- Gender Detection
- Sales Prediction
- Currency Exchange Rate Prediction
- End-to-end Machine Learning Project
- Profit Prediction Model
- Automatic Time Series Forecasting
- Ted-Talks Recommendation System
- Real-time Sentiment Analysis
- Amazon Recommendation System
- Mobile Price Classification
- Future Sales Prediction
The above list of data science projects contains projects based on classification (Binary and Multiclass), regression, sentiment analysis, text analysis, recommendation systems, and many more. I will update this list of data science projects with more projects regularly.
Summary
Working on data science projects and case studies will help you improve your data science skills. The above list of Data Science projects will be updated daily with more projects. I hope you liked this article on data science projects with Python. Feel free to ask valuable questions in the comments section below.
Great work! Thanks for sharing!
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Hi,
I am student pursuing M.Sc(IT) in Business Intelligence and Analytics. Thanks a lot for sharing these wide variety of projects and project ideas. These have been really helpful.
keep visiting ๐บ
Thank you for sharing
always welcome ๐
Thank you for sharing
always welcome ๐
Thank you for sharing such a valuable tutorial on data science with clarity on each topic. I am regularly following your tutorial for all my Ds and Ml learning. Keep shining