Direct Download Mastering R Programming

Hits: 3256

Mastering R Programming
HDRips | MP4/AVC, ~528 kb/s | 1280x720 | Duration: 05:12:40 | English: AAC, 128 kb/s (2 ch) | 1.4 GB
Genre: Development / Programming
Build R packages, gain in-depth knowledge of machine learning, and master advanced programming techniques in R.


-This video course showcases the power and depth of R programming when it comes to high performance and data analysis
-It covers concepts of data analysis, machine learning, and statistical modeling
-Develop R packages and extend the functionality of your model
R is a statistical programming language that allows you to build probabilistic models, perform data science, and build machine learning algorithms. R has a great package ecosystem that enables developers to conduct data visualization to data analysis.This video covers advanced-level concepts in R programming and demonstrates industry best practices. This is an advanced R course with an intensive focus on machine learning concepts in depth and applying them in the real world with R.
We start off with pre-model-building activities such as univariate and bivariate analysis, outlier detection, and missing value treatment featuring the mice package. We then take a look linear and non-linear regression modeling and classification models, and check out the math behind the working of classification algorithms. We then shift our focus to unsupervised learning algorithms, time series analysis and forecasting models, and text analytics. We will see how to create a Term Document Matrix, normalize with TF-IDF, and draw a word cloud. Well also check out how cosine similarity can be used to score similar documents and how Latent Semantic Indexing (LSI) can be used as a vector space model to group similar documents. Later, the course delves into constructing charts using the GgDescription2 package and multiple strategies to speed up R code. We then go over the powerful `dplyr` and `data.table` packages and familiarize ourselves to work with the pipe operator during the process. We will learn to write and interface C++ code in R using the powerful Rcpp package. Well complete our journey with building an R package using facilities from the roxygen2 and dev tools packages.
By the end of the course, you will have a solid knowledge of machine learning and the R language itself. Youll also solve numerous coding challenges throughout the course.
screenshot


Mastering R Programming

uploadgig_com:
OR
or




Related Posts
6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Two popular tools -Easily Learn to work with Redis,VagrantMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | Lec: 29 | 408 MBGenre: eLearning | Language: EnglishRedis,Vagrant - Learn Two topics in one course. Redis,Vagrant are top rated popular tools among Enterprises & Develo...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Meditation in motion, a dynamic approach to mindfulnessMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 43M | Lec: 11 | 320 MBGenre: eLearning | Language: EnglishTrain body and mind 10 minutes a day with moving meditation, improve your mindfulness and get a more fulfilling lifeThis cour...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

C# Attributes: Power and Flexibility for Your CodeMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 11M | 193 MBGenre: eLearning | Language: EnglishC# attributes are a powerful way to add declarative "metadata" to your C# code. This course will teach you what the benefits of attri...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Customer Development for Product ManagersMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 395 MBGenre: eLearning | Language: EnglishGreat products are built from a strong understanding of customer needs. As a product manager, you're tasked with identifying those customer needs ...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Executive CoachingMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 357 MBGenre: eLearning | Language: EnglishLeadership isn't a skill you ever finish learning. Rather, it continues to develop over time, with each problem and project adding new reference points and skills to you...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

REST Assured FundamentalsMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | Lec: 44 | 559 MBGenre: eLearning | Language: EnglishQuickly learn the fundamentals of REST Assured to add API Automation Testing to your Java codeThe course makes use of two different API applications to...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

How I created 3 official WordPress pluginsMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 34 | 307 MBGenre: eLearning | Language: EnglishLearn how to create real live production plugins from scratch and boost your WordPress knowledgeYou are not going the stop your projec...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Digital Business AnalystMP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 630 MBGenre: eLearning | Language: EnglishMore and more organizations are making investments in digital technologies such as artificial intelligence, machine learning, and robotics. These new technologi...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Lynda - Camtasia 2018 Essential Training English | 4+ hrs | Video: 720p | 1.03 GB Lynda - Camtasia 2018 Essential Training English | 4+ hrs | Video: 720p | 1.03 GBGet started with Camtasia, a complete elearning and screencast creation suite that allows you to capture and edit video, create...

 

6 hours

 Date: 06/23/18 02:36   in : Tutorials 

Sue Bryce Photography - Photoshoots - Vintage PinUp English | Video: 1080phttps://suebryceeducation.com/course/vintage-pinup/ Sue Bryce Photography - Photoshoots - Vintage PinUp English | Video: 1080phttps://suebryceeducation.com/course/vintage-pinup/Sue has a different take on boudoir tha...