Hands-On Data Analysis with NumPy and pandas
Hands-On Data Analysis with NumPy and pandas:
Implement Python packages from data manipulation to processing
English | 2018 | ISBN: 1789530792 | 168 Pages | PDF EPUB MOBI (True) | 25 MB
Implement Python packages from data manipulation to processing
English | 2018 | ISBN: 1789530792 | 168 Pages | PDF EPUB MOBI (True) | 25 MB
Hands-On Data Analysis with NumPy and Pandas starts by guiding you in setting up the right environment for data analysis with Python, along with helping you install the correct Python distribution. In addition to this, you will work with the Jupyter notebook and set up a database. Once you have covered Jupyter, you will dig deep into Python's NumPy package, a powerful extension with advanced mathematical functions. You will then move on to creating NumPy arrays and employing different array methods and functions. You will explore Python's pandas extension which will help you get to grips with data mining and learn to subset your data. Last but not the least you will grasp how to manage your datasets by sorting and ranking them.