[UDEMY] Data Science with R - Beginners - [FTU]

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.8 GB
  • Uploaded By SunRiseZone
  • Downloads 102
  • Last checked 34 minutes ago
  • Date uploaded 21 hours ago
  • Seeders 12
  • Leechers 22

Infohash : CE7BE18003CC1D384FE86656ABC8D3DCFF68FDAE



This training is an introduction to the concept of Data science and its application using R programming language

Created by : SimpliCode Point
Last updated : 12/2018
Language : English
Subtitle : Included
Torrent Contains : 118 Files, 8 Folders
Course Source : http://www.udemy.com/data-science-with-r-beginners/

What you'll learn

• Learn R programming, Reproducible Analysis and Data Manipulation
• Master data visualization, Learn working with Large Datasets, Supervised Learning and Unsupervised Learning
• Learn Object oriented Programming, start building an R package. Know more on Testing and Package and checking Version Control and Profiling and Optimizing

Requirements

• No prior knowledge of machine learning required
• Basic knowledge of R

Description

This training is an introduction to the concept of Data science domain and its application using R programming language. The web is full of apps that are driven by data. All the e-commerce apps and websites are based on data in the complete sense. There is database behind a web front end and middleware that talks to a number of other databases and data services. But the mere use of data is not what comprises of data science. A data application gets its value from data and in the process creates value for itself. This means that data science enables the creation of products that are based on data. The tutorials will include the following;

• Introduction to R programming
• Reproducible Analysis
• Data Manipulation
• Visualizing Data
• Working with Large Datasets
• Supervised Learning
• Unsupervised Learning
• In depth R programming
• Object oriented Programming
• Building an R package
• Testing and Package Checking
• Version Control
• Profiling and Optimizing

Who is the target audience?

• Anyone who wants to learn about data and analytics
• Data Engineers
• Analysts
• Architects
• Software Engineers
• IT operations
• Technical managers

For More Udemy Free Courses >>> http://www.freetutorials.eu
For more Lynda and other Courses >>> http://www.freecoursesonline.me/
Our Forum for discussion >>> http://discuss.freetutorials.eu/




Files:

[FreeTutorials.Eu] [UDEMY] Data Science with R - Beginners - [FTU] 01 Introduction
  • 001 Introduction to Data Science with R-en.srt (4.0 KB)
  • 001 Introduction to Data Science with R.mp4 (7.5 MB)
  • 002 Understanding Datascience and its Modules-en.srt (5.2 KB)
  • 002 Understanding Datascience and its Modules.mp4 (13.9 MB)
02 Tools
  • 003 R Project for Statistical Computing-en.srt (13.3 KB)
  • 003 R Project for Statistical Computing.mp4 (78.4 MB)
  • 004 Purpose of using R Tool-en.srt (3.2 KB)
  • 004 Purpose of using R Tool.mp4 (5.3 MB)
  • 005 Module on Data Visualization-en.srt (2.7 KB)
  • 005 Module on Data Visualization.mp4 (32.5 MB)
03 Creating Pie Charts and Bar Chart
  • 006 Creating Pie Charts-en.srt (6.8 KB)
  • 006 Creating Pie Charts.mp4 (37.2 MB)
  • 007 Creating Bar Charts-en.srt (8.0 KB)
  • 007 Creating Bar Charts.mp4 (34.8 MB)
04 Creating Histograms
  • 008 Functions of Histogram-en.srt (5.2 KB)
  • 008 Functions of Histogram.mp4 (25.2 MB)
  • 009 Method of Using Scatterplots-en.srt (5.8 KB)
  • 009 Method of Using Scatterplots.mp4 (24.0 MB)
  • 010 Creating Data for Line Charts-en.srt (6.1 KB)
  • 010 Creating Data for Line Charts.mp4 (25.1 MB)
05 Basic Data Visualization
  • 011 Case Study for Vector Values-en.srt (7.8 KB)
  • 011 Case Study for Vector Values.mp4 (37.5 MB)
  • 012 Module on Advanced Data Visualization-en.srt (4.9 KB)
  • 012 Module on Advanced Data Visualization.mp4 (17.9 MB)
06 Ggplot Value
  • 013 with Functions for Plotting Values-en.srt (7.6 KB)
  • 013 with Functions for Plotting Values.mp4 (32.4 MB)
  • 014 How to Plot Car Value-en.srt (4.4 KB)
  • 014 How to Plot Car Value.mp4 (19.0 MB)
  • 015 Understanding the Ggplot Value-en.srt (5.5 KB)
  • 015 Understanding the Ggplot Value.mp4 (19.2 MB)
  • 016 Basic Example on Scatterplot-en.srt (7.7 KB)
  • 016 Basic Example on Scatterplot.mp4 (56.9 MB)
  • 017 Scatterplot With Encircling-en.srt (7.1 KB)
  • 017 Scatterplot With Encircling.mp4 (60.4 MB)
  • 018 Learning the Jitter Plot-en.srt (4.9 KB)
  • 018 Learning the Jitter Plot.mp4 (31.5 MB)
  • 019 Counts Charts in Ggplot-en.srt (3.9 KB)
  • 019 Counts Charts in Ggplot.mp4 (26.4 MB)
  • 020 Section on Bubble Chart-en.srt (6.8 KB)
  • 020 Section on Bubble Chart.mp4 (35.6 MB)
  • 021 Diverging Bars with Ggplot-en.srt (11.9 KB)
  • 021 Diverging Bars with Ggplot.mp4 (57.9 MB)
  • 022 Diverging Lollipchart with Ggplot-en.srt (5.6 KB)
  • 022 Diverging Lollipchart with Ggplot.mp4 (31.2 MB)
  • 023 Implementation of Dot Plot-en.srt (5.4 KB)
  • 023 Implementation of Dot Plot.mp4 (25.9 MB)
  • 024 Purpose of using Area Charts-en.srt (9.7 KB)
  • 024 Purpose of using Area Charts.mp4 (43.7 MB)
  • 025 Ordered Bar Chart for Multiple Items-en.srt (9.0 KB)
  • 025 Ordered Bar Chart for Multiple Items.mp4 (37.4 MB)
  • 026 Simple Demonstration on Pie Chart-en.srt (7.4 KB)
  • 026 Simple Demonstration on Pie Chart.mp4 (34.9 MB)
  • 027 Example on Hierarchical Dendrogram-en.srt (4.0 KB)
  • 027 Example on Hierarchical Dendrogram.mp4 (18.5 MB)
  • 028 Learning about the Population Pyramids-en.srt (9.5 KB)
  • 028 Learning about the Population Pyramids.mp4 (53.1 MB)
  • 029 Understanding the Change Plot-en.srt (2.7 KB)
  • 029 Understanding the Change Plot.mp4 (16.3 MB)
  • 030 Case Study on Seasonal Plot-en.srt (6.4 KB)
  • 030 Case Study on Seasonal Plot.mp4 (28.5 MB)
  • 031 Basic Understanding on Statistics-en.srt (4.4 KB)
  • 031 Basic Understanding on Statistics.mp4 (11.5 MB)
07 Regression
  • 032 Implementation of Mean Median and Mode-en.srt (9.7 KB)
  • 032 Implementation of Mean Median and Mode.mp4 (43.6 MB)
  • 033 Understanding the Linear Regression-en.srt (10.4 KB)
  • 033 Understanding the Linear Regression.mp4 (52.3 MB)
  • 034 Understanding Multiple Regression-en.srt (10.0 KB)
  • 034 Understanding Multiple Regression.mp4 (41.2 MB)
  • 035 Functions of Logistic Regression-en.srt (8.4 KB)
  • 035 Functions of Logistic Regression.mp4 (40.3 MB)
  • 036 Learning Normal Distribution Curve-en.srt (10.9 KB)
  • 036 Learning Normal Distribution Curve.mp4 (48.3 MB)
  • 037 Understanding the Binomial Distribution-en.srt (6.8 KB)
  • 037 Understanding the Binomial Distribution.mp4 (22.7 MB)
  • 038 Involvement of Poisson Regression-en.srt (6.8 KB)
  • 038 Involvement of Poisson Regression.mp4 (26.7 MB)
  • 039 Analysis of Covariance-en.srt (9.9 KB)
  • 039 Analysis of Covariance.mp4 (41.8 MB)
  • 040 Time Series Analysis-en.srt (11.7 KB)
  • 040 Time Series Analysis.mp4 (52.4 MB)
  • 041 Nonlinear Least Square-en.srt (9.4 KB)
  • 041 Nonlinear Least Square.mp4 (41.3 MB)
  • 042 Section on Decision Tree-en.srt (8.0 KB)
  • 042 Section on Decision Tree.mp4 (35.3 MB)
  • 043 The Random Forest Approach-en.srt (6.5 KB)
  • 043 The Random Forest Approach.mp4 (29.3 MB)
  • 044 Learning the Chi Square Test-en.srt (6.0 KB)
  • 044 Learning the Chi Square Test.mp4 (26.5 MB)
  • 045 Case Study on Survival Analysis-en.srt (7.8 KB)
  • 045 Case Study on Survival Analysis.mp4 (35.7 MB)
08 Machine Learning and its Concepts
  • 046 Understanding the Concept of Probability-en.srt (5.9 KB)
  • 046 Understanding the Concept of Probability.mp4 (22.6 MB)
  • 047 Counting the Number of Combinations-en.srt (5.3 KB)
  • 047 Counting the Number of Combinations.mp4 (27.8 MB)
  • 048 Generating Random Numbers-en.srt (9.1 KB)
  • 048 Generating Random Numbers.mp4 (27.6 MB)
  • 049 Generating Random Sequences-en.srt (3.8 KB)
  • 049 Generating Random Sequences.mp4 (10.5 MB)
  • 050 Converting Probabilities to Quantiles-en.srt (4.9 KB)
  • 050 Converting Probabilities to Quantiles.mp4 (13.8 MB)
  • 051 Criteria for Plotting a Density Function-en.srt (6.7 KB)
  • 051 Criteria for Plotting a Density Function.mp4 (34.4 MB)
  • 052 Concept of Data Manipulation-en.srt (5.0 KB)
  • 052 Concept of Data Manipulation.mp4 (18.6 MB)
  • 053 Module on Machine Learning-en.srt (10.7 KB)
  • 053 Module on Machine Learning.mp4 (35.7 MB)
  • 054 Machine Learning Concepts with R-en.srt (8.0 KB)
  • 054 Machine Learning Concepts with R.mp4 (36.7 MB)
  • 055 Machine Learning Datasets-en.srt (8.2 KB)
  • 055 Machine Learning Datasets.mp4 (32.8 MB)
  • 056 Machine learning project with R-en.srt (9.2 KB)
  • 056 Machine learning project with R.mp4 (39.6 MB)
  • Discuss.FreeTutorials.Us.html (165.7 KB)
  • FreeCoursesOnline.Me.html (108.3 KB)
  • FreeTutorials.Eu.html (102.2 KB)
  • How you can help Team-FTU.txt (0.3 KB)
  • [TGx]Downloaded from torrentgalaxy.org.txt (0.5 KB)
  • Torrent Downloaded From GloDls.to.txt (0.1 KB)

Comments

Code:

  • http://tracker.fastdownload.xyz:443/announce
  • udp://tw.opentracker.ga:36920/announce
  • udp://tracker.tiny-vps.com:6969/announce
  • http://seeders-paradise.org:443/announce
  • udp://open.stealth.si:80/announce
  • udp://hk1.opentracker.ga:6969/announce
  • udp://open.stealth.si:80/announce
  • http://opentracker.xyz:443/announce
  • http://t.quic.ws:443/announce
  • http://tracker.fastdownload.xyz:443/announce
  • udp://tracker.opentrackr.org:1337/announce
  • udp://ipv4.tracker.harry.lu:80/announce
  • udp://tracker.coppersurfer.tk:6969/announce
  • udp://zephir.monocul.us:6969/announce
  • udp://open.demonii.si:1337/announce
SitemapAnimais Fantásticos - Os Crimes de Grindelwald CAM Download Torrent Aventura / Família / Fantasia Idioma: Português 2018 MP4 Torrent DownloadVídeo 8 / Áudio 8Sinopse: Em um esforço para frustrar os planos do terrível bruxo das trevas Gellert Grindelwald (Johnny Depp), Alvo Dumbledore (Jude Law) recruta seu...

| Waterski & Wakeboarding | Nia Vardalos