Confidently take your data mining and machine learning skills to your work
The world is emitting data at an enormous rate. There is a need for professionals who can confidently work with data and output meaningful insight. Data Science is a rewarding career field that allows you to solve some of the world's most interesting problems. This Learning Path will give you hands-on experience with popular Python data mining and machine learning algorithms. First, well expand your knowledge base by covering basic to advanced concepts of Python. Then, well give you hands-on experience with the popular Python data mining algorithms. Going forward, well learn how to perform various machine learning tasks in the real world. Finally, well dive into the future of data science and implement intelligent systems using deep learning with Python.
By the end of the Learning path, you can start working with machine learning right away.
Prerequisites: Basic knowledge on Python. Aimed at Python programmers and data scientists who are willing to learn data mining and machine learning algorithms.
Resources: Code downloads and errata:
This path navigates across the following products (in sequential order):
Mastering Python - Second Edition (5h 21m)
Python Machine Learning Solutions (4h 27m)
Deep Learning with Python (1h 45m)