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You are here: Home ▶ Limited-Time Offers ▶ The Data Science Workshop

The Data Science Workshop

September 8, 2020

The Data Science Workshop

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.

Similar Books:

  1. Python Data Science Handbook
  2. Free eBook: Introduction to Data Science
  3. R for Data Science
  4. Data Science at the Command Line
  5. Data Science with Microsoft SQL Server 2016
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