Data Science Sandya

The Data Science Design Manual (Texts in Computer Science) [Repost]  eBooks & eLearning

Posted by hill0 at July 22, 2017
The Data Science Design Manual (Texts in Computer Science) [Repost]

The Data Science Design Manual (Texts in Computer Science) by Steven S. Skiena
English | 30 July 2017 | ISBN: 3319554433 | 445 Pages | PDF | 20.38 MB

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data.

Udemy - Python for Data Science and Machine Learning Bootcamp  eBooks & eLearning

Posted by First1 at July 21, 2017
Udemy - Python for Data Science and Machine Learning Bootcamp

Udemy - Python for Data Science and Machine Learning Bootcamp
Size: 4.28 GB | Duration: 21 hrs 37 mns | Video: AVC (.mp4) 1920x1080 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Language: English | + Articles, Supplemental Resources, Workfiles

Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!

Lynda - The Data Science of Media and Entertainment with Barton Poulson  eBooks & eLearning

Posted by U.N.Owen at July 19, 2017
Lynda - The Data Science of Media and Entertainment with Barton Poulson

Lynda - The Data Science of Media and Entertainment with Barton Poulson
Size: 100 MB | Duration: 0h 46m | Video: AVC (.mp4) 1280x720 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Appropriate for all | Language: English

Music, theater, dance, and film may not seem like data-driven businesses, but they can benefit from data science just as much as ecommerce or finance.

Soft Computing in Data Science [Repost]  eBooks & eLearning

Posted by ChrisRedfield at July 19, 2017
Soft Computing in Data Science [Repost]

Michael W. Berry, Azlinah Mohamed, Bee Wah Yap - Soft Computing in Data Science
Published: 2015-09-03 | ISBN: 9812879358 | PDF | 276 pages | 11.32 MB

Lynda - Data Science Foundations: Python Scientific Stack  eBooks & eLearning

Posted by U.N.Owen at July 18, 2017
Lynda - Data Science Foundations: Python Scientific Stack

Lynda - Data Science Foundations: Python Scientific Stack
Size: 563 MB | Duration: 3h 35m | Video: AVC (.mp4) 1280x720 15&30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English

Data science provides organizations with striking—and highly valuable—insights into human behavior.

Data Science-ForecastingTime series Using XLMiner,R&Tableau  eBooks & eLearning

Posted by naag at July 17, 2017
Data Science-ForecastingTime series Using XLMiner,R&Tableau

Data Science-ForecastingTime series Using XLMiner,R&Tableau
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 6.5 Hours | Lec: 32 | 952 MB
Genre: eLearning | Language: English

Forecasting Techniques-Linear,Exponential,Quadratic Seasonality models, Autoregression, Smooting, Holts, Winters Method

Data Science: Create Teams That Ask the Right Questions and Deliver Real Value (Repost)  eBooks & eLearning

Posted by AvaxGenius at July 16, 2017
Data Science: Create Teams That Ask the Right Questions and Deliver Real Value (Repost)

Data Science: Create Teams That Ask the Right Questions and Deliver Real Value By Doug Rose
English | PDF,EPUB | 2016 | 252 Pages | ISBN : 1484222520 | 11.61 MB

Learn how to build a data science team within your organization rather than hiring from the outside. Teach your team to ask the right questions to gain actionable insights into your business.
Most organizations still focus on objectives and deliverables. Instead, a data science team is exploratory. They use the scientific method to ask interesting questions and run small experiments. Your team needs to see if the data illuminate their questions. Then, they have to use critical thinking techniques to justify their insights and reasoning. They should pivot their efforts to keep their insights aligned with business value. Finally, your team needs to deliver these insights as a compelling story.

Speaking 'R' - The Language of Data Science  eBooks & eLearning

Posted by naag at July 15, 2017
Speaking 'R' - The Language of Data Science

Speaking 'R' - The Language of Data Science
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hour | 625 MB
Genre: eLearning | Language: English

In this video course, we start by focusing on R’s similarities with programming languages such as basic/c/c# with loops and conditional tests like if, so that you can feel at home and be productive straight away.

Data Science Fundamentals for Marketing and Business Professionals  eBooks & eLearning

Posted by naag at July 15, 2017
Data Science Fundamentals for Marketing and Business Professionals

Data Science Fundamentals for Marketing and Business Professionals
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 50M | 306 MB
Genre: eLearning | Language: English

What do data scientists and analysts do? What software languages do they use and what soft and hard skills are required? Data science evangelist Tomi Mester answers these questions and more in this peek into the work world of data professionals.
Spatial Big Data Science: Classification Techniques for Earth Observation Imagery

Spatial Big Data Science: Classification Techniques for Earth Observation Imagery by Zhe Jiang
English | 15 Aug. 2017 | ISBN: 3319601946 | 131 Pages | PDF | 5.28 MB

Emerging Spatial Big Data (SBD) has transformative potential in solving many grand societal challenges such as water resource management, food security, disaster response, and transportation. However, significant computational challenges exist in analyzing SBD due to the unique spatial characteristics including spatial autocorrelation, anisotropy, heterogeneity, multiple scales and resolutions which is illustrated in this book.