The Python for Data Scientists training course is designed to introduce you to the Python programming language, which continues to gain popularity not only among developers, but also among data scientists due to its rich ecosystem for data manipulation, data analytics, and machine learning.
This course begins by covering the fundamentals of Python–including data structures, loops, and list comprehensions–then transitions into ways in which data scientists can leverage the expressive nature of the language for doing their daily work. Next, delegates will utilize the Python ecosystem to import and manipulate data, create summaries and exploratory visualizations, and perform standard hypothesis tests. They will then learn to fit and evaluate regression models to data sets and create data visualizations. Finally, the course will cover basic machine learning methods.
By attending Python for Data Scientists workshop, delegates will:
- Learn how to use Python to explore and analyze data, run basic regression models, visualize data, and apply some basic machine learning models to data.
- Use Python to read, manipulate, and clean your data.
- Analyze and visualize your data using Python.
- Perform predictive analysis using basic machine learning models.
- Business Analyst
- Data Engineer
- Data Scientist