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Saurabh Jain

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  2. Saurabh Jain
    Petal turns your documents into a digital expert you can talk to!
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  14. Saurabh Jain
    These techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vendor, or whether they design proprietary tools

    The 45 data science techniques
     
    Linear Regression  Logistic Regression  Jackknife Regression * Density Estimation  Confidence Interval  Test of Hypotheses  Pattern Recognition  Clustering - (aka Unsupervised Learning) Supervised Learning  Time Series  Decision Trees  Random Numbers  Monte-Carlo Simulation  Bayesian Statistics  Naive Bayes  Principal Component Analysis - (PCA) Ensembles  Neural Networks  Support Vector Machine - (SVM) Nearest Neighbors - (k-NN) Feature Selection - (aka Variable Reduction) Indexation / Cataloguing * (Geo-) Spatial Modeling  Recommendation Engine * Search Engine * Attribution Modeling * Collaborative Filtering * Rule System  Linkage Analysis  Association Rules  Scoring Engine  Segmentation  Predictive Modeling  Graphs  Deep Learning  Game Theory  Imputation  Survival Analysis  Arbitrage  Lift Modeling  Yield Optimization Cross-Validation Model Fitting Relevancy Algorithm * Experimental Design
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