Data Analytics A Small Data Approach-Test Bank
Format: Downloadable ZIP File
Resource Type: Test bank
Duration: Unlimited downloads
Delivery: Instant Download
Examine Monetary establishment For Data Analytics A Small Data Approach
-
ISBN-100367609509
-
ISBN-13978-0367609504Data Analytics: A Small Data Approach is suitable for an introductory information analytics course to help faculty college students understand some main statistical finding out fashions. It has many small datasets to info faculty college students to work out pencil choices of the fashions after which look at with outcomes obtained from established R packages. Moreover, as information science comply with is a course of that should be suggested as a story, on this e-book there are loads of course provides about exploratory information analysis, residual analysis, and flowcharts to develop and validate fashions and information pipelines.
The first fashions coated on this e-book embody linear regression, logistic regression, tree fashions and random forests, ensemble finding out, sparse finding out, principal factor analysis, kernel methods along with the help vector machine and kernel regression, and deep finding out. Each chapter introduces two or three methods. For each strategy, the e-book highlights the intuition and rationale first, then reveals how arithmetic is used to articulate the intuition and formulate the academic downside. R is used to implement the methods on every simulated and real-world dataset. Python code may be obtainable on the e-book’s
User Reviews
Be the first to review “Data Analytics A Small Data Approach-Test Bank”
Original price was: $35.00.$24.97Current price is: $24.97.
There are no reviews yet.