عنوان

Machine learning using R :

(Number (ISBN

1484242157

(Number (ISBN

9781484242155

Erroneous ISBN

1484242149

Erroneous ISBN

9781484242148

Title Proper

Machine learning using R :

General Material Designation

[Book]

Other Title Information

with time series and industry-based uses in R /

First Statement of Responsibility

Karthik Ramasubramanian, Abhishek Singh.

Edition Statement

Second edition.

Place of Publication, Distribution, etc.

[New York, New York] :

Name of Publisher, Distributor, etc.

Apress,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource (712 pages)

Text of Note

Chapter 1: Introduction to Machine Learning -- Chapter 2: Data Exploration and Preparation -- Chapter 3: Sampling and Resampling Techniques -- Chapter 4: Visualization of Data -- Chapter 5: Feature Engineering -- Chapter 6: Machine Learning Models: Theory and Practice -- Chapter 7: Machine Learning Model Evaluation -- Chapter 8: Model Performance Improvement -- Chapter 9: Time Series Modelling -- Chapter 10: Scalable Machine Learning and related technology -- Chapter 11: Introduction to Deep Learning Models using Keras and TensorFlow.

0

Text of Note

Examine the latest technological advancements in building a scalable machine-learning model with big data using R. This second edition shows you how to work with a machine-learning algorithm and use it to build a ML model from raw data. You will see how to use R programming with TensorFlow, thus avoiding the effort of learning Python if you are only comfortable with R. As in the first edition, the authors have kept the fine balance of theory and application of machine learning through various real-world use-cases which gives you a comprehensive collection of topics in machine learning. New chapters in this edition cover time series models and deep learning. You will: Understand machine learning algorithms using R Master the process of building machine-learning models Cover the theoretical foundations of machine-learning algorithms See industry focused real-world use cases Tackle time series modeling in R Apply deep learning using Keras and TensorFlow in R.

Source for Acquisition/Subscription Address

OverDrive, Inc.

Stock Number

8DADDBAD-32CF-439C-97AD-75DD6B6A173F

Title

Machine Learning Using R : With Time Series and Industry-Based Use Cases in R.

International Standard Book Number

9781484242148

Machine learning.

R (Computer program language)

Machine learning.

R (Computer program language)

Number

Edition

Class number

Ramasubramanian, Karthik

Singh, Abhishek,1976-

Date of Transaction

20200823032626.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y