Some helpful Data science projects for beginners
https://www.kaggle.com/c/house-prices-advanced-regression-techniques
https://www.kaggle.com/c/digit-recognizer
https://www.kaggle.com/c/titanic
Intermediate Level Data science Projects
Black Friday Data : https://www.kaggle.com/sdolezel/black-friday
Human Activity Recognition Data : https://www.kaggle.com/uciml/human-activity-recognition-with-smartphones
Trip History Data : https://www.kaggle.com/pronto/cycle-share-dataset
Million Song Data : https://www.kaggle.com/c/msdchallenge
Census Income Data : https://www.kaggle.com/c/census-income/data
Movie Lens Data : https://www.kaggle.com/grouplens/movielens-20m-dataset
Twitter Classification Data : https://www.kaggle.com/c/twitter-sentiment-analysis2
Text mining : https://www.kaggle.com/kanncaa1/applying-text-mining
https://www.kaggle.com/c/house-prices-advanced-regression-techniques
https://www.kaggle.com/c/digit-recognizer
https://www.kaggle.com/c/titanic
Intermediate Level Data science Projects
Black Friday Data : https://www.kaggle.com/sdolezel/black-friday
Human Activity Recognition Data : https://www.kaggle.com/uciml/human-activity-recognition-with-smartphones
Trip History Data : https://www.kaggle.com/pronto/cycle-share-dataset
Million Song Data : https://www.kaggle.com/c/msdchallenge
Census Income Data : https://www.kaggle.com/c/census-income/data
Movie Lens Data : https://www.kaggle.com/grouplens/movielens-20m-dataset
Twitter Classification Data : https://www.kaggle.com/c/twitter-sentiment-analysis2
Text mining : https://www.kaggle.com/kanncaa1/applying-text-mining
❤2👍1
What is Python?
- Python is a programming language 🐍
- It's known for being easy to learn and read 📖
- You can use it for web development, data analysis, artificial intelligence, and more 💻🌐📊
- Python is like writing instructions for a computer in a clear and simple way 📝💡
- Python supports working with a lot of data, making it great for projects that involve big data and statistics 📈🔍
- It has a huge community, which means lots of support and resources for learners 🌍🤝
- Python is versatile; it's used in scientific fields, finance, and even in making movies and video games 🧪💰🎬🎮
- It can run on different platforms like Windows, macOS, Linux, and even Raspberry Pi 🖥️🍏🐧🍓
- Python has many libraries and frameworks that help speed up the development process for web applications, machine learning, and more 🛠️🚀
- Python is a programming language 🐍
- It's known for being easy to learn and read 📖
- You can use it for web development, data analysis, artificial intelligence, and more 💻🌐📊
- Python is like writing instructions for a computer in a clear and simple way 📝💡
- Python supports working with a lot of data, making it great for projects that involve big data and statistics 📈🔍
- It has a huge community, which means lots of support and resources for learners 🌍🤝
- Python is versatile; it's used in scientific fields, finance, and even in making movies and video games 🧪💰🎬🎮
- It can run on different platforms like Windows, macOS, Linux, and even Raspberry Pi 🖥️🍏🐧🍓
- Python has many libraries and frameworks that help speed up the development process for web applications, machine learning, and more 🛠️🚀
👍7
Python Roadmap
Stage 1 - Learn Python basics: syntax, loops, conditionals, and data types.
Stage 2 - Study OOP concepts and Python modules.
Stage 3 - Practice file handling, exceptions, and JSON handling.
Stage 4 - Use virtual environments and package management.
Stage 5 - Explore libraries like NumPy, Pandas, and Matplotlib.
Stage 6 - Learn threading, multiprocessing, and decorators.
Stage 7 - Improve testing and debugging.
Stage 8 - Contribute to open-source projects.
🏆 – Python Developer
Stage 1 - Learn Python basics: syntax, loops, conditionals, and data types.
Stage 2 - Study OOP concepts and Python modules.
Stage 3 - Practice file handling, exceptions, and JSON handling.
Stage 4 - Use virtual environments and package management.
Stage 5 - Explore libraries like NumPy, Pandas, and Matplotlib.
Stage 6 - Learn threading, multiprocessing, and decorators.
Stage 7 - Improve testing and debugging.
Stage 8 - Contribute to open-source projects.
🏆 – Python Developer
👍5❤1