Data Processing
- Understanding Data Processing
- Python: Operations on Numpy Arrays
- Overview of Data Cleaning
- Slicing, Indexing, Manipulating and Cleaning Pandas Dataframe
- Working with Missing Data in Pandas
- Pandas and CSV
- Pandas and JSON
- Working with excel files using Pandas
- Python Relational Database
- Python NoSQL Database
- Python Datetime
- Data Wrangling in Python
- Pandas Groupby: Summarising, Aggregating, and Grouping data
- What is Unstructured Data?
- Label Encoding of datasets
- One Hot Encoding of datasets
Learn Data Science With Python
This data science with Python tutorial will help you learn the basics of Python along with different steps of data science according to the need of 2023 such as data preprocessing, data visualization, statistics, making machine learning models, and much more with the help of detailed and well-explained examples. This tutorial will help both beginners as well as some trained professionals in mastering data science with Python.