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Program Briefing by
Prof.K.S.Ravichandran, Registrar, RGNIYD |
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Introduction to the Program and Its Objectives by |
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Presidential Address by
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Inaugural Address by
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Hands-on Session: Google Colab Basics, Loops, Container, OOPs Numpy, Pandas Mr. Baazil P. Thampy |
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Essential Statistics and Data Preprocessing Dr. Ajitha Shenoy
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Hands-on Session: Data Cleaning Data Transformations Data Reductions EDA using Python Libraries Mr. Vivek M. V. |
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Big Data Analytics |
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Data Vizualization Charts, Plots, Graphs and Diagrams Dr. Anoop V. S. Senior Scientist Kerala Blockchain Academy, IITMK, Trivandrum |
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Hands-on Session: Visualization using Matplotlib, Pandas and Seaborn Business Usecases
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Clustering |
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Classification and Regression |
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Hands-on Session: KMeans Clustering, Support Vector Machine, Decision Trees, Linear Regression |
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Association Rule Mining Collaborative Filtering |
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Perspective Analytics |
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Hands-on Session: Market Basket Analysis using Apriori Algorithm Recommendation System using Collaborative Filtering Ms. Haritha Kaladharan
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