The Data Science Workshop is 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. (Limited-time offer)
Book Description
- 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
Download Free PDF / Read Online
Author(s): Anthony So, Thomas V. Joseph, Robert Thas John, Andrew Worsley, Dr. Samuel Asare
Publisher: Packt Publishing
Published: January 2020
Format(s): Online
File size: –
Number of pages: 818
Download / View Link(s): This offer has ended.
Free as of 09/08/2020.
Publisher: Packt Publishing
Published: January 2020
Format(s): Online
File size: –
Number of pages: 818
Download / View Link(s): This offer has ended.
Free as of 09/08/2020.