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Assignments, by Sukhendu Das

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Basics of Clustering, Similarity/Dissimilarity Measures, Clustering Criteria., by Sukhendu Das

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Bayes Theorem, by Sukhendu Das

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Building a Web-App, by Tanmai Gopal

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Cauchy Schwartz Inequality, by Sukhendu Das

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Clustering vs. Classification, by Sukhendu Das

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Comparison between Performance of Classifiers, by Sukhendu Das

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Data Condensation, Feature Clustering, Data Visualization, by Sukhendu Das

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Eigen Value and Eigen Vectors, by Sukhendu Das

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Examples of Bayes Decision Rule, by Sukhendu Das

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Examples of Real-Life Dataset, by Sukhendu Das

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Examples of Uses Or Application of Pattern Recognition; And when to Do Clustering, by Sukhendu Das

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FCM and Soft-Computing Techniques, by Sukhendu Das

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Feature Selection : Branch and Bound Algorithm, by Sukhendu Das

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Feature Selection : Problem Statement and Uses, by Sukhendu Das

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Feature Selection : Sequential forward and Backward Selection, by Sukhendu Das

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Feature Selection Criteria Function: Interclass Distance Based, by Sukhendu Das

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Feature Selection Criteria Function: Probabilistic Separability Based, by Sukhendu Das

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Fisher’s LDA, by Sukhendu Das

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Gaussian Mixture Model (GMM), by Sukhendu Das

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Introduction to a Web-App, by Tanmai Gopal

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K-Means Algorithm and Hierarchical Clustering, by Sukhendu Das

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K-Medoids and DBSCAN, by Sukhendu Das

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K-NN Classifier, by Sukhendu Das

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Linear and Non-Linear Decision Boundaries, by Sukhendu Das

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Linear Discriminant Function and Perceptron, by Sukhendu Das

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Module 10: Database Security, Backup & Recovery, by Tanmai Gopal

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Module 11: Analytics & Views, by Tanmai Gopal

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Module 12: Scaling a Database, by Tanmai Gopal

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Module 13: Authentication with HTTP, by Tanmai Gopal

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Module 14: Understanding Security, and some best Practices for Webapps, by Tanmai Gopal

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Module 15: Introduction to Mobile Apps, by Tanmai Gopal

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Module 16-Introduction to Mobile Application Development Part 2, by Tanmai Gopal

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Module 17-Introduction to Android, by Tanmai Gopal

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Module 17: SQL & NoSQL Systems, by Tanmai Gopal

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Module 18: Deploying an App to the Google Play Store, by Tanmai Gopal

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Module 19: Introduction to iOS, by Tanmai Gopal

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Module 19: The API Economy, by Tanmai Gopal

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Module 6: Introduction to Databases, by Tanmai Gopal

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Module 7: Data Modelling & Constraints, by Tanmai Gopal

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Module 8: Understanding Database Performance, by Tanmai Gopal

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Module 9: Transactions & ACID Properties, by Tanmai Gopal

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Module P10: Module P10: Connecting your Webapp to your Database & SQL Injection, by Tanmai Gopal

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Module P11: Introduction to Authentication, Hashing, Curl & Sessions, by Tanmai Gopal

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Module P12-Getting Started with Android Application Development, by Tanmai Gopal

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Module P13-Building Custom UI Using XML and Logs, by Tanmai Gopal

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Module P14-Building a Blog App, by Tanmai Gopal

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Module P2: Practical: SSH + Network Experiments, by Tanmai Gopal

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Module P3: Practical: Building a Webapp with Nodejs and Using git. Introduction to Reverse proxies., by Tanmai Gopal

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Module P4: Module P4: Practical: Introduciton to Server-Side Javascript and HTML/CSS, by Tanmai Gopal

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