The Complete Collection of Data Science Projects – Part 1 - KDnuggets

If you are new to data science, the programming projects will help you get used to syntax, debugging, and learning new tools. Python, R, and Julia are mostly used for data processing, data analysis, machine learning, and research projects. Web scraping is a core part of data engineering and data science, where you collect new data from multiple websites to build a data set for data analysis or machine learning tasks. In general, it is used to create real-time data systems. The analytics project will teach you new tools for data cleaning, processing, and visualization.