The Data Science Workshop

You already know you want to learn data science, and a smarter way to learn data science is to learn by doing. The Data Science Workshop focuses on building up your practical skills so that you can understand how to develop simple machine learning models in Python or even build an advanced model for detecting potential bank frauds with effective modern data science. You'll learn from real examples that lead to real results.

Throughout The Data Science Workshop, you'll take an engaging step-by-step approach to understanding data science. You won't have to sit through any unnecessary theory. If you're short on time you can jump into a single exercise each day or spend an entire weekend training a model using sci-kit learn. It's your choice. Learning on your terms, you'll build up and reinforce key skills in a way that feels rewarding.

Every physical print copy of The Data Science Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you'll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You'll even earn a secure credential that you can share and verify online upon completion. It's a premium learning experience that's included with your printed copy. To redeem, follow the instructions located at the start of your data science book.

Fast-paced and direct, The Data Science Workshop is the ideal companion for data science beginners. You'll learn about machine learning algorithms like a data scientist, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead.

Type
ebook
Category
publication date
2020-01-29
what you will learn

Find out the key differences between supervised and unsupervised learning
Manipulate and analyze data using scikit-learn and pandas libraries
Learn about different algorithms such as regression, classification, and clustering
Discover advanced techniques to improve model ensembling and accuracy
Speed up the process of creating new features with automated feature tool
Simplify machine learning using open source Python packages

no of pages
818
duration
1636
key features
Ideal for the data science beginner who is getting started for the first time * A data science tutorial with step-by-step exercises and activities that help build key skills * Structured to let you progress at your own pace, on your own terms * Use your physical print copy to redeem free access to the online interactive edition
approach
You'll learn by doing. With step-by-step instructions every step of the way, you'll always reach a conclusion. Buy the print edition and you'll unlock a host of bonus features that will help you learn as you go.
audience
Our goal at Packt is to help you be successful, in whatever it is you choose to do. The Data Science Workshop is an ideal data science tutorial for the data science beginner who is just getting started. Pick up a Workshop today and let Packt help you develop skills that stick with you for life.
meta description
Cut through the noise and get real results with a step-by-step approach to data science
short description
Cut through the noise and get real results with a step-by-step approach to data science
subtitle
A New, Interactive Approach to Learning Data Science
keywords
Data science, Python, Pandas, scikit-learn, sklearn, regression, classification, machine learning, data analysis
Product ISBN
9781838981266