Graph Mining: Learning Resources

Resources: Public URLs

Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? http://bangla.salearningschool.com/recent-posts/graph-mining-introducing-graphs-learn-by-finding-answers-to-the-following-questions/

Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions? http://bangla.salearningschool.com/recent-posts/graph-mining-what-is-graph-mining-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions/

Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection. http://bangla.salearningschool.com/recent-posts/graph-mining-shared-nearest-neighbors-clustering-community-detection/

Graph Mining: Betweenness Based Clustering: Learn by finding answers to the following questions. Can you answer the following? http://bangla.salearningschool.com/recent-posts/graph-mining-betweenness-based-clustering-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following/

Graph Mining: Community Detection: Learn by finding answers to the following questions. Can you answer the following questions on Community Detection? http://bangla.salearningschool.com/recent-posts/graph-mining-community-detection-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions-on-community-detection/

Graph Mining: SMALL WORLD GRAPHS & RANDOM GRAPH GENERATORS: Learn by finding answers to the following questions. http://bangla.salearningschool.com/recent-posts/graph-mining-small-world-graphs-random-graph-generators-learn-by-finding-answers-to-the-following-questions/

Graph Mining: K-Spanning Trees: Learn by finding answers to the following questions. Can you answer the questions? http://bangla.salearningschool.com/recent-posts/graph-mining-k-spanning-trees-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-questions/

Graph Mining: Hits. Learn by finding Answers to the Following Questions. Can you answer the following questions?http://bangla.salearningschool.com/recent-posts/graph-mining-hits-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions/

Graph Mining: Louvian Modularity: Learn by finding answers to the following questions. Can you answer the following questions? http://bangla.salearningschool.com/recent-posts/graph-mining-louvian-modularity-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions/

Graph Mining: Highly Connected Subgraph Clustering: Learn by finding answers to the following questions. http://bangla.salearningschool.com/recent-posts/graph-mining-highly-connected-subgraph-clustering-learn-by-finding-answers-to-the-following-questions/

Graph Mining: Link Prediction. Learn by finding answers to the following questions. http://bangla.salearningschool.com/wp-admin/post.php?post=16297&action=edit
Last modified: Wednesday, 23 October 2019, 12:16 PM

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Graph Mining: Possible Course Topics

Course Topics

Graph Theory Introduction, Graph Mining Introduction, Network Properties, Random Graphs, Small World Graphs, Node Importance, Node Similarity, Clustering & Community Detection, Link Prediction, Anomaly detection, Time Evolving Graphs, Influence/Virus Propagation, Graph Mining Use Cases, Big Data Graph Databases, Big Data Graph Processing
Last modified: Wednesday, 23 October 2019, 12:44 PM

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Graph Mining: Job Prospect

Job Prospect for Graph Mining

Industry Job Prospect for Graph Mining

Sample Jobs

https://www.careerbuilder.com/jobs-graph-mining

https://www.indeed.com/q-Graph-Mining-jobs.html

For example, Google works in the following areas of Graph Mining. Google has jobs for such. Also, Facebook and any other social networking site will have jobs in relation to Graph Mining. Computational Biology, Medicine Research, Drug Discovery, Disease Diagnosis, Transportation, Scheduling, Shipping Scheduling will have applications and jobs for Graph Mining. 

Job Areas:

The general Mining (data based) jobs and Machine/Deep/Reinforcement Learning jobs will require Graph Mining expertise sometimes such as positions (real) : Research Intern – Deep Learning for Graphs, ML Engineer – Siri Knowledge Graph

Computer Networks, Network/Cyber Security application development (also R & D) positions might ask for Graph Mining expertise.

Graph Mining will have applications and jobs in Biological, Chemistry, Drug Design areas also in Transportation

Social Network Mining will always involve Graph Mining. Applications: Friend Recommendation

Trajectory Data Mining Jobs at Microsoft

https://www.microsoft.com/en-us/research/publication/trajectory-data-mining-an-overview/
Graph Mining Jobs (areas) at Google:
https://ai.google/research/teams/algorithms-optimization/graph-mining/

“Large-Scale Balanced Partitioning: Example Google Maps Driving Directions, Large-Scale Clustering:clustering graphs at Google scale, Large-Scale Connected Components, Large-Scale Link Modeling: similarity ranking and centrality metrics:  link prediction and anomalous link discovery., Large-Scale Similarity Ranking: Personalized PageRank, Egonet similarity, Adamic Adar, and others, Public-private Graph Computation, Streaming and Dynamic Graph Algorithms, ASYMP: Async Message Passing Graph Mining, Large-Scale Centrality Ranking, Large-Scale Graph Building”

More Related Jobs:

Tools in Jobs/Jobs–https://www.researchgate.net/post/Can_you_suggest_a_graph_mining_tool

–https://www.linkedin.com/jobs/gephi-jobs/

–https://bit.ly/2Nwlnrp Data Scientist 2

— https://bit.ly/2r04wFP Graph Jobs

— https://indeedhi.re/2oHkOmo
Last modified: Sunday, 19 January 2020, 10:06 PM

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Course Introduction

Misc AnnouncementsForum Course: This course relates to Big Data, Data Science, and Graph Mining. This can be thought of as a 4th year course or an MSc level course in Computer Science, Data Science or related departments.  The course is under  development, and will also be developed continuously.  We had an online session to introduce the course on Nov 1st, 2019.


Inform Others, Help Others: You might want to inform your friends, your university teachers, friends in higher education, and everyone who might get benefit from such courses and platforms. If anyone subscribes at http://bangla.salearningschool.com, we might give them access to various of our courses.

Create Course: Bengali or English: If you want to create a course in our platform to make available for free, or make available to be purchased by others, please fill this form: https://forms.gle/LJAQtfUoXkVXSRbZ8 . Also, if you want to provide online Tutoring to any level of students, please fill the form above as well


Contribute: Finally, if you are being given free access to our courses, or if you just want to support our platform, and want to contribute to help others : you can do financial contribution to: safoundation@salearningschool.com using Paypal. We can give a non-profit bank account in Canada as well.

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Marketing strategies case studies by an undergraduate student in Bangladesh #Root #By Sayed Ahmed

Marketing strategies case studies by an undergraduate student in Bangladesh

Marketing strategies case studies by an undergraduate student in Bangladesh From: http://sitestree.com/?p=1624
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Post Data:2014-10-30 19:40:52

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MySQL Workbench Create database model and miscellaneous #Root #By Sayed Ahmed

MySQL Workbench Create database model and miscellaneous
[youtube http://www.youtube.com/watch?v=ntLq9m2CypI?feature=player_detailpage&w=640&h=360] From: http://sitestree.com/?p=1597
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Post Data:2014-10-27 19:34:27

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Install a PHP MySQL Project from GitHUB: Install an Application to Deliver Full Page View Advertisements #Root #By Sayed Ahmed

[youtube http://www.youtube.com/watch?v=kHGdTlnDsRk?feature=player_detailpage&w=640&h=360] From: http://sitestree.com/?p=1595
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Post Data:2014-10-26 19:31:25

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A Records and CNAME records for a Domain with a sub Domain test.domain.com #Root #By Sayed Ahmed

It may look somewhat different in your situations; however, it will also match for sure to some good extent

s-ahmed.com. 14400 IN A 192.185.24.200
localhost.s-ahmed.com. 14400 IN A 127.0.0.1
mail.s-ahmed.com. 14400 IN CNAME s-ahmed.com
www.s-ahmed.com. 14400 IN CNAME s-ahmed.com
ftp.s-ahmed.com. 14400 IN CNAME s-ahmed.com
s-ahmed.com. 14400 IN TXT v=spf1 +a +mx +ip4:192.185.2.35 ~all
cpanel.s-ahmed.com. 14400 IN A 192.185.24.200
webdisk.s-ahmed.com. 14400 IN A 192.185.24.200
whm.s-ahmed.com. 14400 IN A 192.185.24.200
webmail.s-ahmed.com. 14400 IN A 192.185.24.200
blog.s-ahmed.com. 14400 IN A 192.185.24.200
www.blog.s-ahmed.com. 14400 IN A 192.185.24.200
webdisk.blog.s-ahmed.com. 14400 IN A 192.185.24.200
blog.s-ahmed.com. 14400 IN TXT v=spf1 +a +mx +ip4:192.185.2.35 ~all
autoconfig.blog.s-ahmed.com. 14400 IN A 192.185.24.200
autodiscover.blog.s-ahmed.com. 14400 IN A 192.185.24.200
autoconfig.s-ahmed.com. 14400 IN A 192.185.24.200
autodiscover.s-ahmed.com. 14400 IN A 192.185.24.200
test.s-ahmed.com. 14400 IN A 192.185.24.200
www.test.s-ahmed.com. 14400 IN A 192.185.24.200
autodiscover.test.s-ahmed.com. 14400 IN A 192.185.24.200
autoconfig.test.s-ahmed.com. 14400 IN A 192.185.24.200
webdisk.test.s-ahmed.com. 14400 IN A 192.185.24.200
test.s-ahmed.com. 14400 IN TXT v=spf1 +a +mx +ip4:192.185.2.35 ~all

From: http://sitestree.com/?p=1578
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Post Data:2014-10-15 20:06:56

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Related to Domain and Hosting under Different Companies; what about sub-domains #Root #By Sayed Ahmed

In one case, I faced a situation when a sub-domain was not working (not on browser, also no answer from ping) . The domain was working alright. The domain was purchased from one company where the hosting was under another company. No, I did not work with the situation (with that domain) (to resolve it). However, I did a test on my own to see what can be done. The solution may actually depend on many factors depending on the domain and hosting companies and configurations; Hence, not necessarily the following solution will work for you.

So, what was my experiment? say the domain name is s-ahmed.com ( not using the actual domain name that I tested with). The domain is purchased from GoDaddy.com.

And the hosting is provided under OnlineServicesCloud.com (yes, this is under my full control) as a completely new hosting account (not as an add-on domain). At GoDaddy, the only change was updating the name servers after purchasing the hosting. At GoDaddy, I provided ns1.onlineservicescloud.com and ns2.onlineservicescloud.com as the DNS servers. I did not change anything else at GoDaddy. Though I can see that Domain forwarding is turned off at GoDaddy. Also, it says 0 sub-domain is forwarded. I created the sub-domain test.s-ahmed.com for example using cpanel under the hosting account for s-ahmed.com. It worked almost instantly (within 5 minutes). I had to provide permission 755 on the sub-domain folder. Did create an index.php file inside the folder. In my case, I had to do little more. I created an .htaccess file inside the sub-domain folder (this is my server configuration – may not apply to yours). Then it worked. From: http://sitestree.com/?p=1560
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Post Data:2014-10-11 21:37:57

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DNS A Records and CNAME Records in Practice #Root #By Sayed Ahmed

Zone File Records

The information as given below in a table are from a real domain and hosting.

I just replaced the actual domain name with sahmed.com

The domain is originally purchased at godaddy.com, and I created a hosting account for that domain (a real hosting account – not an add-on domain) under www.onlineservicescloud.com (i.e. I could act as hosting reseller).

 

Note:

sahmed.com uses an A record

 

www.sahmed.com uses a CNAME record

mail.sahmed.com uses a CNAME record

ftp.sahmed.com uses a CNAME record

 

all other sub-domains used A records

All these were created automatically as soon as I creating hosting account for the domain (I used WHM to create the hosting account)

Yes, I did not mention the real IP address here.

 

A Record: Returns a 32-bit IPv4 address, most commonly used to map hostnames to an IP address of the host

CNAME Record: Alias of one name to another: the DNS lookup will continue by retrying the lookup with the new name

 

At GoDaddy, I provided NS1.ONLINESERVICESCLOUD.COM and NS2.ONLINESERVICESCLOUD.COM as the DNS servers. Yes, the hosting account is created under onlineservicescloud.com.

At GoDaddy domain forwarding is turned off. At GoDaddy 0 Sub-domain is forwarded.

 

 

Name TTL Class Type Record Action
sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
localhost.sahmed.com. 14400 IN A 127.0.0.1 Edit Delete
mail.sahmed.com. 14400 IN CNAME sahmed.com Edit Delete
www.sahmed.com. 14400 IN CNAME sahmed.com Edit Delete
ftp.sahmed.com. 14400 IN CNAME sahmed.com Edit Delete
sahmed.com. 14400 IN TXT v=spf1 +a +mx +ip4:192.185.2.35 ~all Edit Delete
cpanel.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
webdisk.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
whm.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
webmail.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
blog.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
www.blog.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
webdisk.blog.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
blog.sahmed.com. 14400 IN TXT v=spf1 +a +mx +ip4:192.185.2.35 ~all Edit Delete
autoconfig.blog.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
autodiscover.blog.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
autoconfig.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete
autodiscover.sahmed.com. 14400 IN A 200.24.185.192 Edit Delete

From: http://sitestree.com/?p=1555
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Tags:
Post Data:2014-10-11 20:33:04

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