Ebook details

Mastering Python for Data Science. Explore the world of data science through Python and learn how to make sense of data

Mastering Python for Data Science. Explore the world of data science through Python and learn how to make sense of data

Samir Madhavan

EBOOK
  • 1. Getting started with Data
  • 2. Getting the larger picture from inferential statistics
  • 3. Finding the Needle in the Haystack with Data Mining
  • 4. Making sense of data through Advanced Visualization
  • 5. Uncovering Machine Learning
  • 6. Performing predictions with Linear Regression
  • 7. Estimating Likelihood with Logistic Regression
  • 8. Generating recommendations with Collaborative Filtering
  • 9. Pushing the boundaries with Ensemble Models
  • 10. Applying Segmentation with K-means clustering
  • 11. Analyzing Unstructured Data with Text Mining
  • 12. Leveraging Python in the World of Big Data
  • Title:Mastering Python for Data Science. Explore the world of data science through Python and learn how to make sense of data
  • Author:Samir Madhavan
  • Original title:Mastering Python for Data Science. Explore the world of data science through Python and learn how to make sense of data
  • ISBN:9781784392628, 9781784392628
  • Date of issue:2015-08-31
  • Format:Ebook
  • Item ID: e_3b68
  • Publisher: Packt Publishing