Practical Data Science with Python
portes grátis
Practical Data Science with Python
Learn tools and techniques from hands-on examples to extract insights from data
George, Nathan
Packt Publishing Limited
09/2021
620
Mole
Inglês
9781801071970
15 a 20 dias
Descrição não disponível.
Table of Contents
Introduction to Data Science
Getting Started with Python
SQL and Built-in File Handling Modules in Python
Loading and Wrangling Data with Pandas and NumPy
Exploratory Data Analysis and Visualization
Data Wrangling Documents and Spreadsheets
Web Scraping
Probability, Distributions, and Sampling
Statistical Testing for Data Science
Preparing Data for Machine Learning: Feature Selection, Feature Engineering, and Dimensionality Reduction
Machine Learning for Classification
Evaluating Machine Learning Classification Models and Sampling for Classification
Machine Learning with Regression
(N.B. Please use the Look Inside option to see further chapters)
Introduction to Data Science
Getting Started with Python
SQL and Built-in File Handling Modules in Python
Loading and Wrangling Data with Pandas and NumPy
Exploratory Data Analysis and Visualization
Data Wrangling Documents and Spreadsheets
Web Scraping
Probability, Distributions, and Sampling
Statistical Testing for Data Science
Preparing Data for Machine Learning: Feature Selection, Feature Engineering, and Dimensionality Reduction
Machine Learning for Classification
Evaluating Machine Learning Classification Models and Sampling for Classification
Machine Learning with Regression
(N.B. Please use the Look Inside option to see further chapters)
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
programming python;scikit learn;Data science books;Python data analysis;Python programming book;Python programming language;Python Data Analytics;data analysis python;python machine learning;Python Data science;Data Analytics;data processing
Table of Contents
Introduction to Data Science
Getting Started with Python
SQL and Built-in File Handling Modules in Python
Loading and Wrangling Data with Pandas and NumPy
Exploratory Data Analysis and Visualization
Data Wrangling Documents and Spreadsheets
Web Scraping
Probability, Distributions, and Sampling
Statistical Testing for Data Science
Preparing Data for Machine Learning: Feature Selection, Feature Engineering, and Dimensionality Reduction
Machine Learning for Classification
Evaluating Machine Learning Classification Models and Sampling for Classification
Machine Learning with Regression
(N.B. Please use the Look Inside option to see further chapters)
Introduction to Data Science
Getting Started with Python
SQL and Built-in File Handling Modules in Python
Loading and Wrangling Data with Pandas and NumPy
Exploratory Data Analysis and Visualization
Data Wrangling Documents and Spreadsheets
Web Scraping
Probability, Distributions, and Sampling
Statistical Testing for Data Science
Preparing Data for Machine Learning: Feature Selection, Feature Engineering, and Dimensionality Reduction
Machine Learning for Classification
Evaluating Machine Learning Classification Models and Sampling for Classification
Machine Learning with Regression
(N.B. Please use the Look Inside option to see further chapters)
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
