Items related to Statistics with Rust: 50+ Statistical Techniques Put...

Statistics with Rust: 50+ Statistical Techniques Put into Action - Softcover

 
9788119177103: Statistics with Rust: 50+ Statistical Techniques Put into Action

Synopsis

Are you an experienced statistician or data professional looking for a powerful, efficient, and versatile programming language to turbocharge your data analysis and machine learning projects? Look no further! "Statistics with Rust" is your comprehensive resource to unlock Rust's true potential in modern statistical methods.

This book is tailored specifically for statisticians and data professionals who are already familiar with the fundamentals of statistics and want to leverage the speed and reliability of Rust in their projects. Over 11 in-depth chapters, you will discover how Rust outperforms Python in various aspects of data analysis and machine learning and learn to implement popular statistical methods using Rust's unique features and libraries.

"Statistics with Rust" begins by introducing you to Rust's programming environment and essential libraries for data professionals. You'll then dive into data handling, preprocessing, and visualization techniques that form the backbone of any statistical analysis. As you progress through the book, you'll explore descriptive and inferential statistics, probability distributions, regression analysis, time series analysis, Bayesian statistics, multivariate statistical methods, and nonlinear models. Additionally, the book covers essential machine-learning techniques, model evaluation and validation, natural language processing, and advanced techniques in emerging topics.

To ensure you get the most out of this book, each chapter includes hands-on examples and exercises to reinforce your understanding of the concepts presented. You'll also learn to optimize your Rust code and select the best tools and libraries for each task, maximizing your productivity and efficiency.

Key Learnings

  • Discover Rust's unique advantages for statistical analysis and machine learning projects.
  • Learn to efficiently handle, preprocess, and visualize data using Rust libraries.
  • Implement descriptive and inferential statistics with Rust for powerful data insights.
  • Master probability distributions and random variables in Rust for robust simulations.
  • Perform advanced regression analysis with Rust's capabilities.
  • Explore Bayesian statistics and Markov Chain Monte Carlo methods in Rust.
  • Uncover multivariate techniques, including PCA and Factor Analysis, using Rust libraries.
  • Implement cutting-edge machine learning algorithms and model evaluation techniques in Rust.
  • Delve into text analysis, natural language processing, and network analysis with Rust.

Table of Content

  1. Introduction to Rust for Statisticians
  2. Data Handling and Preprocessing
  3. Descriptive Statistics in Rust
  4. Probability Distributions and Random Variables
  5. Inferential Statistics
  6. Regression Analysis
  7. Bayesian Statistics
  8. Multivariate Statistical Methods
  9. Nonlinear Models and Machine Learning
  10. Model Evaluation and Validation
  11. Text and Natural Language Processing

Audience

"Statistics with Rust" is your indispensable guide to harnessing the power of Rust for modern statistical analysis and machine learning. Whether you are a seasoned data professional or a Rust enthusiast looking to expand your knowledge, this book provides the tools and insights to elevate your projects.

"synopsis" may belong to another edition of this title.

  • PublisherGitforGits
  • Publication date2023
  • ISBN 10 811917710X
  • ISBN 13 9788119177103
  • BindingPaperback
  • LanguageEnglish
  • Number of pages200

Buy Used

Condition: As New
Unread book in perfect condition...
View this item

FREE shipping within United Kingdom

Destination, rates & speeds

Buy New

View this item

£ 8.50 shipping from U.S.A. to United Kingdom

Destination, rates & speeds

Search results for Statistics with Rust: 50+ Statistical Techniques Put...

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
Used Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 45879213

Contact seller

Buy Used

£ 53.02
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Nakamura, Keiko
Published by Gitforgits 4/27/2023, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Paperback or Softback

Seller: BargainBookStores, Grand Rapids, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback or Softback. Condition: New. Statistics with Rust: 50+ Statistical Techniques Put into Action 0.78. Book. Seller Inventory # BBS-9788119177103

Contact seller

Buy New

£ 45.64
Convert currency
Shipping: £ 8.50
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 5 available

Add to basket

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 45879213-n

Contact seller

Buy New

£ 54.16
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Softcover

Seller: California Books, Miami, FL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # I-9788119177103

Contact seller

Buy New

£ 50.22
Convert currency
Shipping: £ 7.39
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 45879213-n

Contact seller

Buy New

£ 43.62
Convert currency
Shipping: £ 14.77
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Softcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9788119177103_new

Contact seller

Buy New

£ 63.30
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by Gitforgits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New PAP
Print on Demand

Seller: PBShop.store UK, Fairford, GLOS, United Kingdom

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9788119177103

Contact seller

Buy New

£ 64
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by GitforGits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
Used Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 45879213

Contact seller

Buy Used

£ 49.27
Convert currency
Shipping: £ 14.77
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Nakamura, Keiko
Published by Gitforgits, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New PAP
Print on Demand

Seller: PBShop.store US, Wood Dale, IL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9788119177103

Contact seller

Buy New

£ 69.01
Convert currency
Shipping: FREE
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Keiko Nakamura
Published by Gitforgits Apr 2023, 2023
ISBN 10: 811917710X ISBN 13: 9788119177103
New Taschenbuch
Print on Demand

Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Are you an experienced statistician or data professional looking for a powerful, efficient, and versatile programming language to turbocharge your data analysis and machine learning projects Look no further! 'Statistics with Rust' is your comprehensive resource to unlock Rust's true potential in modern statistical methods.¿¿This book is tailored specifically for statisticians and data professionals who are already familiar with the fundamentals of statistics and want to leverage the speed and reliability of Rust in their projects. Over 11 in-depth chapters, you will discover how Rust outperforms Python in various aspects of data analysis and machine learning and learn to implement popular statistical methods using Rust's unique features and libraries.'Statistics with Rust' begins by introducing you to Rust's programming environment and essential libraries for data professionals. You'll then dive into data handling, preprocessing, and visualization techniques that form the backbone of any statistical analysis. As you progress through the book, you'll explore descriptive and inferential statistics, probability distributions, regression analysis, time series analysis, Bayesian statistics, multivariate statistical methods, and nonlinear models. Additionally, the book covers essential machine-learning techniques, model evaluation and validation, natural language processing, and advanced techniques in emerging topics.To ensure you get the most out of this book, each chapter includes hands-on examples and exercises to reinforce your understanding of the concepts presented. You'll also learn to optimize your Rust code and select the best tools and libraries for each task, maximizing your productivity and efficiency.Key LearningsDiscover Rust's unique advantages for statistical analysis and machine learning projects.Learn to efficiently handle, preprocess, and visualize data using Rust libraries.Implement descriptive and inferential statistics with Rust for powerful data insights.Master probability distributions and random variables in Rust for robust simulations.Perform advanced regression analysis with Rust's capabilities.Explore Bayesian statistics and Markov Chain Monte Carlo methods in Rust.Uncover multivariate techniques, including PCA and Factor Analysis, using Rust libraries.Implement cutting-edge machine learning algorithms and model evaluation techniques in Rust.Delve into text analysis, natural language processing, and network analysis with Rust. 196 pp. Englisch. Seller Inventory # 9788119177103

Contact seller

Buy New

£ 65.70
Convert currency
Shipping: £ 9.27
From Germany to United Kingdom
Destination, rates & speeds

Quantity: 2 available

Add to basket

There are 6 more copies of this book

View all search results for this book