Top 10 Data Science Projects for Beginners

Data collection and pre-processing is one of the most important skills to have as a data scientist. In my data science job, most of my work involves data collection and cleaning in Python. After understanding the business requirement, we need to gain access to relevant data on the Internet. This can be done with the use of APIs or web scrapers. Once that is done, the data needs to be cleaned and stored into data frames in a format that can be fed as input into a machine learning model.