Learning Analytics

Data Mining and Learning Analytics: Applications in Educational Research  eBooks & eLearning

Posted by arundhati at Dec. 7, 2016
Data Mining and Learning Analytics: Applications in Educational Research

Samira ElAtia, Donald Ipperciel, "Data Mining and Learning Analytics: Applications in Educational Research"
2016 | ISBN-10: 1118998235 | 320 pages | PDF | 6 MB

Learning Analytics in R with SNA, LSA, and MPIA  eBooks & eLearning

Posted by Underaglassmoon at June 15, 2016
Learning Analytics in R with SNA, LSA, and MPIA

Learning Analytics in R with SNA, LSA, and MPIA
Springer | Computer Science | May 6 2016 | ISBN-10: 3319287893 | 275 pages | pdf | 9.45 mb

Authors: Wild, Fridolin
Written in a tutorial-style
Includes reproducible examples and demos
Provides aesthetic visual analytics
Extends the analysis instruments significantly beyond doc-term mapping
Provides a technological framework and methodology for study and research

Learning Analytics: From Research to Practice  

Posted by bookwyrm at Jan. 9, 2015
Learning Analytics: From Research to Practice

Learning Analytics: From Research to Practice By Johann Larusson, Brandon White
2014 | 208 Pages | ISBN: 1461433045 | PDF | 3 MB

Introduction to Data Analytics with KNIME  eBooks & eLearning

Posted by FenixN at Nov. 21, 2016
Introduction to Data Analytics with KNIME

Introduction to Data Analytics with KNIME
HDRips | MP4/AVC, ~562 kb/s | 1280x720 | Duration: 03:01:32 | English: AAC, 128 kb/s (2 ch) | 892 MB
Genre: Data Analytics

This is a hands-on basic course about data analytics and KNIME, and is designed for learners with little experience in data analytics or in programming. Taught by 24 year data analytics veteran Dr. Rosaria Silipo, it covers everything a beginning data analyst needs to know. You'll learn about importing data from common data sources and how to investigate data using visual exploration, ETL, data blending, and some machine learning algorithms.

Learning Path: Tools for Business Analysts  eBooks & eLearning

Posted by FenixN at Nov. 16, 2016
Learning Path: Tools for Business Analysts

Learning Path: Tools for Business Analysts
HDRips | MP4/AVC, ~1566 kb/s | 1280x720 | Duration: 15:48:23 | English: AAC, 128 kb/s (2 ch) | 5,15 GB
Genre: Business

This learning path will show you how to use advanced analytics platforms to achieve fast and valuable business insights. It introduces the leading advanced analytics platforms, including KNIME, RapidMiner, and Impala, and demonstrates how they can deliver critical information with speed. Through hands-on tutorials using real-world data sets, you’ll not only understand how to install, integrate, and optimize various tools, you’ll also gain the confidence to perform common data analysis tasks such as querying, preparing, and visualizing data.

Learning paths - Python for Data Analytics  eBooks & eLearning

Posted by serpmolot at Nov. 13, 2016
Learning paths - Python for Data Analytics

Learning paths - Python for Data Analytics
English | mp4 | H264 1920x1080 | AAC 2 ch | 7 hrs 48 min | 1.6 GB
eLearning

Udemy - R - Business Analytics Using R Programming [repost]  eBooks & eLearning

Posted by house23 at Nov. 5, 2016
Udemy - R - Business Analytics Using R Programming [repost]

Udemy - R - Business Analytics Using R Programming
MP4 | AVC 470kbps | English | 1280x720 | 30fps | 17 hours | AAC stereo 59kbps | 2.68 GB
Genre: Video Training

This course ensure quick learning in a simplified way. It explains the most important aspects of working on data and conduct analysis through example. You will start by learning how to install and navigate R studio. Learn Data/Object Types and Operations, Importing into R, and Loops and Conditions. you will be introduced to the use of R in Analytics, where you will learn a little about each object type in R and use that in Data Mining/Analytical Operations. learn the use of R in Statistics, using R to evaluate Descriptive Statistics, Probability Distributions, Hypothesis Testing, Linear Modeling, Generalized Linear Models, Non-Linear Regression, and Trees. Learn to create 2-dimensional Univariate and Multi-variate plots.

Machine learning Predictive Analytics Report  eBooks & eLearning

Posted by AlenMiler at Sept. 2, 2016
Machine learning Predictive Analytics Report

Machine learning PREDICTIVE ANALYTICS REPORT by Gerard Blokdijk
English | 27 Aug 2016 | ASIN: B01L643B4A | 96 Pages | MOBI | 20.09 MB

The Machine learning report evaluates technologies and applications in terms of their business impact, adoption rate and maturity level to help users decide where and when to invest.

Learning Predictive Analytics with R (Repost)  eBooks & eLearning

Posted by tukotikko at July 6, 2016
Learning Predictive Analytics with R (Repost)

Learning Predictive Analytics with R By Eric Mayor
2015 | 332 Pages | ISBN: 1782169350 | EPUB + PDF | 14 MB
SQL for Marketers: Dominate data analytics, data science, and big data (Data Science and Machine Learning in Python)

SQL for Marketers: Dominate data analytics, data science, and big data (Data Science and Machine Learning in Python) by LazyProgrammer
English | March 17, 2016 | ASIN: B01D42UBP4 | 45 Pages | AZW3/MOBI/EPUB/PDF (conv) | 1.77 MB

More and more companies these days are learning that they need to make DATA-DRIVEN decisions.