Book
The Data Science Workshop
Cut through the noise and get real results with a step-by-step approach to data science
Offered by
Difficulty Level
Intermediate
Completion Time
27h16m
Language
English
About Book
Who Is This Book For?
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.
The Data Science Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 27h16m total length
Introduction to Data Science in Python
Regression
Binary Classification
Multiclass Classification with RandomForest
Performing Your First Cluster Analysis
How to Assess Performance
The Generalization of Machine Learning Models
Hyperparameter Tuning
Interpreting a Machine Learning Model
Analyzing a Dataset
Data Preparation
Feature Engineering
Imbalanced Datasets
Dimensionality Reduction
Ensemble Learning
Machine Learning Pipelines
Automated Feature Engineering
Related Resources
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