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anushabilakanti's Projects

cryptanalysis icon cryptanalysis

Cryptanalysis using the classical polyalphabetic substitution cipher-Kasiski’s method, average index of coincidence and auto correlation methods have been used

gang-of-war-game icon gang-of-war-game

Designed a Game playing Agent that determines the next best move to be played based on the current state of the game using various strategies such as Minimax algorithm using depth limit or Alpha Beta pruning

practical-machine-learning-with-python icon practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

prediction icon prediction

Transformed training and testing data which is in categorical form into continuous and made predictions. Made Predictions using various machine learning regression techniques such as Linear Regression, Linear Discriminate Analysis, KNeighboursClassifier, DecisionTreeClassifier, GausianNB, SVC using accuracy score, confusion matrix and clasiification report. The libraries pandas and scikit-learn were used for the same.

randomness-tests icon randomness-tests

5 tests(Frequence Test, Serial Test, Poker Test, Runs Test, Autocorrelation Test) and RC4 stream cipher

spell-check icon spell-check

Python program that will check for misspelled words in an input file and suggest the user possible replacement words for errors discovered by spell checker

system_design icon system_design

Preparation links and resources for system design questions

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