Unsupervised Learning with Python teaches you to apply the full spectrum of unsupervised learning algorithms. Each new algorithm is introduced with a case study for retail, aviation, banking, and more—and you’ll develop a Python solution to fix each of these real-world problems. Learn more about the book here: http://mng.bz/OEMj

1. Solving tricky
business problems
with Unsupervised Learning with Python.
Take 40% off by entering slverdhan into
the discount code box at checkout at
manning.com.

2. Unsupervised learning algorithms draw inferences from unannotated
data sets. The self-organizing approach to machine learning is great for
spotting patterns a human might miss.
Python-based unsupervised learning techniques, in particular, are very
useful for solving tricky business problems.

3. Unsupervised Learning with Python contains comprehensive coverage of
the mathematical foundations, algorithms, and practical implementations
of unsupervised learning. In this focused guide, you’ll learn to use this
hands-off machine learning approach to uncover patterns and trends in
your data, and support sound strategic decisions for your business.

4. Unsupervised Learning with Python teaches you to apply the full spectrum
of unsupervised learning algorithms. You’ll learn the business use case for
different unsupervised learning models, and master best practices for
structured, text, and image data. At the end of each chapter, you’ll find
quizzes, practice datasets, and links to research papers to help you lock in
what you’ve learned and expand your knowledge.

5. In Unsupervised Learning with Python you’ll delve deep into the following:
● Introductory machine learning
● Clustering techniques
● Dimensionality reduction
● Advanced clustering
● Advanced dimensionality reduction
● Working with text data
● Working with images
● End-to-end model development
It’s a complete resource for unsupervised learning!

6. About the author:
Vaibhav Verdhan is a seasoned
data science professional with rich
experience across geographies and
domains. He has led multiple
engagements in machine learning
and artificial intelligence. A leading
industry expert, Vaibhav is a regular
speaker at conferences and meet-
ups and mentors students and
professionals. Currently he resides
in Ireland where he works as a
principal data scientist.

7. Take 40% off Unsupervised Learning with
Python by entering slverdhan into the
discount code box at checkout at
manning.com.
If you want to learn more about the
book, you can preview its contents on
our browser-based liveBook platform
here.