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Friday, April 8, 2022
BITS-WILP-MFDS-Regular 2022 - 27th March 2022- Final
Sunday, March 27, 2022
BITS-WILP-DM- Important links
FP Tree -- online calculator
https://athena.ecs.csus.edu/~mei/associationcw/Algorithms/FpGrowth.html <-- For verification it is not removing items based on confidence rating in F list
https://www.softwaretestinghelp.com/fp-growth-algorithm-data-mining/ <-- diff between Approri and FP Tree
K-Means Clustering -- online calculator
https://scistatcalc.blogspot.com/2014/01/k-means-clustering-calculator.html
https://www.javatpoint.com/k-means-clustering-algorithm-in-machine-learning --> K means clustering algorithm / phython code
Agglomerative clustering (Bottom Up Approach)
Single Linkage clustering
https://www.analyticsvidhya.com/blog/2021/06/single-link-hierarchical-clustering-clearly-explained/
Online calculator : https://people.revoledu.com/kardi/tutorial/Clustering/Online-Hierarchical-Clustering.html
Devisive clustering (Top down approach)
MST - Minimum Spanning Tree
***** Please Study before exam *****
DB Scan
https://www.analyticsvidhya.com/blog/2020/09/how-dbscan-clustering-works/ <-- Python code
Hirerachical clustering
https://people.revoledu.com/kardi/tutorial/Clustering/Online-Hierarchical-Clustering.html
Outliner Analysis
https://towardsdatascience.com/density-based-algorithm-for-outlier-detection-8f278d2f7983
Proximity Based Outlier detection
Text Mining
TF-IDF : https://datacadamia.com/natural_language/tf-idf#:~:text=tf%E2%80%93idf%2C%20short%20for%20term,information%20retrieval%20and%20text%20mining.
TF-IDF calculator : https://remykarem.github.io/tfidf-demo/ (Answers are different to procedure taught in class)
for Log values : https://www.calculator.net/log-calculator.html
Calculators online
https://www.statskingdom.com/basic-stats.html
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Saturday, March 26, 2022
BITS-WILP-MFDS-Important Links and topics
EIGENVALUES AND EIGENVECTORS CALCULATOR: https://www.emathhelp.net/en/calculators/linear-algebra/eigenvalue-and-eigenvector-calculator/?i=%5B%5B80%2C100%2C40%5D%2C%5B100%2C170%2C140%5D%2C%5B40%2C140%2C200%5D%5D
Linear algebra: http://www.math.odu.edu/~bogacki/cgi-bin/lat.cgi
Linear algebra: https://www.youtube.com/watch?v=MsIvs_6vC38
Linear algebra: http://www.math.odu.edu/~bogacki/cgi-bin/lat.cgi
linear-transformation-between-vector-spaces: https://yutsumura.com/linear-algebra/linear-transformation-between-vector-spaces/
Diagonalize-matrix-calculator: https://www.emathhelp.net/en/calculators/linear-algebra/diagonalize-matrix-calculator/?i=%5B%5B2%2C3%2C4%5D%2C%5B0%2C5%2C6%5D%2C%5B0%2C0%2C7%5D%5D
Basic Matrix functions - Octave: https://octave.org/doc/v4.2.0/Basic-Matrix-Functions.html
Simplex calculator: https://cbom.atozmath.com/CBOM/Simplex.aspx?q=sm&q1=3%603%60MAX%60Z%60x1%2Cx2%2Cx3%605%2C10%2C8%603%2C5%2C2%3B4%2C4%2C4%3B2%2C4%2C5%60%3C%3D%2C%3C%3D%2C%3C%3D%6060%2C72%2C100%60%60D%60false%60true%60false%60true%60false%60false%60true&do=1
gram-schmidt-calculator: https://mxncalc.com/gram-schmidt-calculator
Local Minima /maxima calculator : https://www.symbolab.com/solver/function-critical-points-calculator
Hessian Matrix : https://www.wolframalpha.com/widgets/view.jsp?id=3d7a13b30d8ebcdf80063f3d5633f18c
Lagrange Multipliers Calculators : https://www.emathhelp.net/en/calculators/calculus-3/lagrange-multipliers-calculator/
Steepest Descent calculator :
Lame's Theorem : Page 81 of MFDS_lecture_00_16.pdf
Fibonacci Numbers : Page 81 of MFDS_lecture_00_16.pdf
Binary Tree : Page 85 of MFDS_lecture_00_16.pdf
PigeonHole Principle : Page 89 of MFDS_lecture_00_16.pdf
Permutations and Combinations : Page 91 of MFDS_lecture_00_16.pdf
Double Counting Proof : Page 93 of MFDS_lecture_00_16.pdf
Bionamial Theorem : Page 95 of MFDS_lecture_00_16.pdf
Bionamial Theorm calculator : https://byjus.com/binomial-expansion-calculator/
combination and permutation calculator : https://www.calculator.net/permutation-and-combination-calculator.html
Vandermonde's identity : Page 96 of MFDS_lecture_00_16.pdf
Tower of Hanoi : page 98 of MFDS_lecture_00_16.pdf
Tower of Hanoi online calculator : https://www.dcode.fr/hanoi-tower-solver
Linear Homogenous Recurrence Relations : Page 100 of MFDS_lecture_00_16.pdf
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Wednesday, March 23, 2022
BITS-WILP-DM -Regular 2019
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BITS-WILP-MFDS-Makeup 2019 - Cluster Programme - 28th sep 2019
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BITS-WILP-MFDS-Regular 2019 - Cluster Programme - 15th sep 2019
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BITS-WILP-MFDS-Regular 2021 - Cluster Programme - 18th July 2021- Final
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Thursday, February 3, 2022
BITS-WILP-COSS-Makeup 2021 - Mid Semester With Answers
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BITS-WILP-COSS-Regular 2021 - Mid Semester With Answers
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BITS-WILP-DSAD-Regular-2021-Mid Semester with Answers
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Tuesday, January 18, 2022
BITS-WILP-COSS-Makeup 2021 - Mid Semester - 18th July 2021
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BITS-WILP-COSS-Regular 2021 - Mid Semester - 11th July 2021
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