These are the materials I used for some of the courses I studied at MTech. Links are given against specific topics.
- Term Document Matrix - https://www.youtube.com/watch?v=9Ib0SQkQmNA
- Positional Index - https://www.youtube.com/watch?v=QVVvx_Csd2I
- Order of processing - https://web.stanford.edu/class/cs276/handouts/lecture1-intro-handout-1-per.pdf
- Boolean Retrieval Model - https://www.youtube.com/watch?v=TIN_02pJU-Y&index=6&list=PLaZQkZp6WhWwoDuD6pQCmgVyDbUWl_ZUi&t=0s
- Permuterm Index - https://www.youtube.com/watch?v=j789k96g5aQ&index=4&list=PLPIRGCawmSHwdyQ5Ss_qqafUu02lL0Kl9&t=0s
- Naive Bayes Classifier - https://www.youtube.com/watch?v=RixQygYyDKI
- Information Retrieval courses - https://www.youtube.com/playlist?list=PL0ZVw5-GryEkGAQT7lX7oIHqyDPeUyOMQ https://www.youtube.com/playlist?list=PLaZQkZp6WhWwoDuD6pQCmgVyDbUWl_ZUi
- Bray curtis - http://www.econ.upf.edu/~michael/stanford/maeb5.pdf
- Pearson's - https://www.youtube.com/watch?v=2SCg8Kuh0tE
- Levenschtein - https://www.youtube.com/watch?v=We3YDTzNXEk
- Soundex - https://www.youtube.com/watch?v=zb_XUPe0oMk
- SVD - https://www.youtube.com/watch?v=Ls2TgGFfZnU
- Logical Clock - https://www.youtube.com/watch?v=lzn6AUBHmxw&index=12&list=PL0s3O6GgLL5eEC3Ej6odS3TugjgdsYOr9
- Vector Clock - https://www.youtube.com/watch?v=jD4ECsieFbE
- Spanning Tree - https://www.youtube.com/watch?v=WnBWYW4nQEk
- Kmeans - https://www.youtube.com/watch?v=YWgcKSa_2ag
- Association rule - https://www.youtube.com/watch?v=RiFrbyiYpRs
- Apriori algorithm - https://www.youtube.com/watch?v=l7n4K12EjY0
- FP Tree - https://www.youtube.com/watch?v=y8iHL6vKgIo
- Socket Programming - https://www.youtube.com/watch?v=eVYsIolL2gE
- User & Kernel Mode - https://www.youtube.com/watch?v=czaRiO6Ybw8
- Command interpreter - https://www.youtube.com/watch?v=hi1eLQVr3ZY
- System call vs function call - https://stackoverflow.com/questions/2668747/system-call-vs-function-call
- Why to close a pipe - https://stackoverflow.com/questions/19265191/why-should-you-close-a-pipe-in-linux
- Same inode no. for multiple files - https://www.usna.edu/Users/cs/aviv/classes/ic221/s16/lec/21/lec.html
- FIFO vs message queue - https://www.quora.com/What-is-the-difference-between-message-queue-and-pipes
- Real & Effective user ID - https://stackoverflow.com/questions/32455684/difference-between-real-user-id-effective-user-id-and-saved-user-id
- TCP Timeline diagram - http://www.masterraghu.com/subjects/np/introduction/unix_network_programming_v1.3/ch02lev1sec6.html - http://www.cs.northwestern.edu/~agupta/cs340/project2/TCPIP_State_Transition_Diagram.pdf - https://www.youtube.com/watch?v=wQ4_N73duO0
- Inode Table - https://www.slashroot.in/inode-and-its-structure-linux
- IO Models in Unix - https://notes.shichao.io/unp/ch6/