Learn how to analyze and make sense of data using open source Python libraries.
- [Instructor] The tools of data science and machine learning are now something every developer should know as our applications become more and more data and intelligence driven. Python is a powerful language in an ideal platform for performing data science. Hi, I'm Tim Fox. I'm a consultant and developer that specializes in big data machine learning and analytical applications. In this course, I will introduce you to the tools for data exploration, data analytics, and machine learning in Python.
I will also show you how the Apache Spark framework can help you scale your Python solutions to big data problems. Python is a powerful tool to solve your data analytics challenges. Let's get started.
- Configuring your system
- Setting up labs
- Using pandas, NumPy, and SciPy
- Building a classifier
- Clustering data
- Working with big data and PySpark
- Using MLlib
- Beginning with Spark