Tuesday, July 24, 2018

High-speed data transmission for next generation wireless networks. - Project Millilink - 100 GBPS Data Transfer



https://www.ilh.uni-stuttgart.de/en/research/mmw/completed/millilink

Research activities and follow-up programs on the project MilliLink in the field of high bit-rate wireless communication systems are driven by Prof. Kallfass at the newly founded ILH.

https://www.ilh.uni-stuttgart.de/en/research/


2018
100 Gbit/s link for research and education (ANA-300G)
https://www.surf.nl/en/services-and-products/netherlight/100-gbit-s-link-for-research-and-education-ana-300g/index.html

https://www.wireless100gb.de/publication_pl2015_en.html

2013
Researchers of the Fraunhofer Institute for Applied Solid State Physics and the Karlsruhe Institute for Technology have achieved the wireless transmission of 40 Gbit/s at 240 GHz over a distance of one kilometer. Their most recent demonstration sets a new world record and ties in seamlessly with the capacity of optical fiber transmission. In the future, such radio links will be able to close gaps in providing broadband internet by supplementing the network in rural areas and places which are difficult to access.
http://www.kit.edu/kit/english/pi_2013_12950.php


In their record experiment, 100 gigabits of data per second were transmitted at a frequency of 237.5 GHz over a distance of 20 m in the laboratory.
http://www.kit.edu/kit/english/pi_2013_14082.php


Researchers achieve 100 Gbps data transfer speed
Millilink project, started in 2010, represents an inexpensive and flexible alternative to optical fibre network
Oct 16 2013/
https://www.livemint.com/Industry/pn8fUMBnpLd3EuUFoWkmOM/Researchers-achieve-100-Gbps-data-transfer-speed.html

https://phys.org/news/2013-10-world-wireless-transmission-gbits.html


Saturday, July 14, 2018

Machine Learning - Introduction



What is machine learning?

Machine learning, as a type of artificial intelligence (AI), enables computers to learn without being explicitly programmed, and to improve their functions when exposed to new data. By analyzing patterns in this data, the machine learning algorithms are self-adjusting based on a set of design rules.

http://www.softvision.com/blog/what-is-machine-learning/

An article in Medium

https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471#.w55suff6b


Machine Learning Explained
https://blog.dataiku.com/machine-learning-explained-algorithms-are-your-friend


Machine Learning MIT Course - Course Materials

http://www.ai.mit.edu/courses/6.867-f04/lectures.html


Machine Learnig Cheatsheet - SAS


https://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/



How To Become A Machine Learning Engineer: Learning Path
Aug 19, 2017
https://hackernoon.com/learning-path-for-machine-learning-engineer-a7d5dc9de4a4


Machine learning - Notes
http://www.holehouse.org/mlclass/


Updated 15 July 2018,   24 June 2018,  6 October 2017,  23 August 2017, 30 July 2016

Thursday, July 12, 2018

Data Science - Online Study Notes and Video Courses - Free Also


About Data Science
https://towardsdatascience.com/

https://towardsdatascience.com/how-youtube-recommends-videos-b6e003a5ab2f

2018

You Need To Keep Learning In Data Science
https://datafloq.com/read/why-you-need-to-keep-learning-in-data-science/

10 Free Must-Read Books for Machine Learning and Data Science
April 2017
https://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html 



2016
Learn R Free
https://www.datacamp.com/courses/free-introduction-to-r

http://tryr.codeschool.com/levels/1/challenges/2

Edureka YouTube Video

https://www.youtube.com/watch?v=TGo9F0QyBuE


Businesses Will Need One Million Data Scientists by 2018
International Data Corporation (IDC) predicts a need for 181,000 people with deep analytical skills in the US by 2018 and a requirement for five times that number of positions with data management and interpretation capabilities.
http://www.kdnuggets.com/2016/01/businesses-need-one-million-data-scientists-2018.html



Data analytics is  growing. Now computer applications in industry are broughtly divided into transaction application and intelligence applications. Business intelligence, data mining, data analytics, data science etc. are the subjects that are in the area of intelligence applications of computers in business organizations.
_______________

_______________



Updated  14 Feb 2016, 7 Feb 2016



NPTEL IIT Madras Course: Introduction to Data Analytics

http://nptel.ac.in/courses/110106064/







Harvard Stat 221 “Statistical Computing and Visualization”:  Online Lecture Links
http://harvarddatascience.com/2013/05/05/harvard-stat-221-statistical-computing-and-visualization-all-lectures-online/


Data Analysis
26 Resources 310+ Hours 24,298 Learners
Learn how to manipulate and analyze data better with this free online curriculum
https://www.springboard.com/learning-paths/data-analysis/





The Open Source Data Science Masters
Curriculum for Data Science
Follow me on Twitter @clarecorthell   - Follow the author of this blog on   @knoltweet

The Open-Source Data Science Masters
The open-source curriculum for learning Data Science.
Foundational in both theory and technologies, the OSDSM breaks down the core competencies necessary to make data useful.
http://datasciencemasters.org/

Updated  13 July 2018, 2 February 2018
14 Apr 2016,  14 Feb 2016