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<!DOCTYPE html> <html> <head> <meta charset="utf-8"> <meta content="width=device-width, initial-scale=1.0" name="viewport"> <title>ineelhere | ML-DS</title> <link href="https://assets.mixkit.co/videos/preview/mixkit-glodfish-swimming-8498-large.mp4" rel="icon"> <link rel="stylesheet" href="style.css"> <link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css" integrity="sha384-JcKb8q3iqJ61gNV9KGb8thSsNjpSL0n8PARn9HuZOnIxN0hoP+VmmDGMN5t9UJ0Z" crossorigin="anonymous"> <link href="https://fonts.googleapis.com/css2?family=Abril+Fatface&family=Special+Elite&family=Unna&display=swap" rel="stylesheet"> </head> <video autoplay muted loop id="myVideo"> <source src="https://assets.mixkit.co/videos/preview/mixkit-glodfish-swimming-8498-large.mp4" type="video/mp4">Your browser does not support HTML5 video.</video> <main> <div class="container"> <h1 class="jumbotron-heading" align='center'><br>ineelhere | Machine Learning and Data Science <br></h1> <p class="lead" align='center'> <h6 align='center'>This repository contains basic to advanced codes related to data science and its applications using python. <br> <br>References- </h6> <ul>
<li><a href="https://academy.zerotomastery.io/p/complete-machine-learning-and-data-science-bootcamp-zero-to-mastery" rel="nofollow">https://academy.zerotomastery.io/p/complete-machine-learning-and-data-science-bootcamp-zero-to-mastery</a></li>
<li><a href="https://www.oreilly.com/library/view/python-for-data/9781491957653/" rel="nofollow">https://www.oreilly.com/library/view/python-for-data/9781491957653/</a></li>
<li><a href="https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/" rel="nofollow">https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/</a></li>
<li><a href="https://docs.python.org/3/" rel="nofollow">https://docs.python.org/3/</a></li>
<li><a href="https://numpy.org/doc/" rel="nofollow">https://numpy.org/doc/</a></li>
<li><a href="http://www.astroml.org/book_figures/appendix/fig_broadcast_visual.html" rel="nofollow">http://www.astroml.org/book_figures/appendix/fig_broadcast_visual.html</a></li>
<li><a href="https://pandas.pydata.org/docs/" rel="nofollow">https://pandas.pydata.org/docs/</a></li>
<li><a href="https://matplotlib.org/3.3.1/contents.html" rel="nofollow">https://matplotlib.org/3.3.1/contents.html</a></li>
<li><a href="https://scikit-learn.org/stable/" rel="nofollow">https://scikit-learn.org/stable/</a></li>
<li><a href="https://scikit-learn.org/stable/user_guide.html" rel="nofollow">https://scikit-learn.org/stable/user_guide.html</a></li>
<li><a href="https://seaborn.pydata.org/generated/seaborn.heatmap.html" rel="nofollow">https://seaborn.pydata.org/generated/seaborn.heatmap.html</a></li>
<li><a href="https://scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html#sklearn.metrics.precision_score" rel="nofollow">https://scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html#sklearn.metrics.precision_score</a></li>
<li><a href="https://scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html#sklearn.metrics.recall_score" rel="nofollow">https://scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html#sklearn.metrics.recall_score</a></li>
<li><a href="https://scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html#sklearn.metrics.f1_score" rel="nofollow">https://scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html#sklearn.metrics.f1_score</a></li>
<li><a href="https://www.dataschool.io/simple-guide-to-confusion-matrix-terminology/" rel="nofollow">https://www.dataschool.io/simple-guide-to-confusion-matrix-terminology/</a></li>
<li><a href="https://scikit-learn.org/stable/modules/cross_validation.html" rel="nofollow">https://scikit-learn.org/stable/modules/cross_validation.html</a></li>
<li><a href="https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html" rel="nofollow">https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html</a></li>
<li><a href="https://scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html" rel="nofollow">https://scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html</a></li>
<li><a href="https://scikit-learn.org/stable/modules/model_evaluation.html" rel="nofollow">https://scikit-learn.org/stable/modules/model_evaluation.html</a></li>
<li><a href="https://towardsdatascience.com/beyond-accuracy-precision-and-recall-3da06bea9f6c" rel="nofollow">https://towardsdatascience.com/beyond-accuracy-precision-and-recall-3da06bea9f6c</a></li>
<li><a href="https://stackoverflow.com/questions/17197492/is-there-a-library-function-for-root-mean-square-error-rmse-in-python/37861832#37861832" rel="nofollow">https://stackoverflow.com/questions/17197492/is-there-a-library-function-for-root-mean-square-error-rmse-in-python/37861832#37861832</a></li>
</ul>
<p>Will be updating periodically<br />Collaborations are always welcome. Have fun!</p>
<p><a href="https://camo.githubusercontent.com/c41cd091caeeae5d29d8b3bf68854623a7783c8c/68747470733a2f2f692e696d6775722e636f6d2f66505679666f492e676966" target="_blank" rel="noopener noreferrer"><img src="https://camo.githubusercontent.com/c41cd091caeeae5d29d8b3bf68854623a7783c8c/68747470733a2f2f692e696d6775722e636f6d2f66505679666f492e676966" alt="" data-canonical-src="https://i.imgur.com/fPVyfoI.gif" /></a><br /><br />Just kidding!<br />Please let me know if you find errors :)</p><br></p> </p> <p align=center> <a href="https://docs.google.com/forms/d/e/1FAIpQLSeZuuBTcglrHmKFfTwZ66HdHVYKge6kJ3cAtSCdF7e_8NMypg/viewform" class="btn btn-outline-success" target="_blank">Contact Me</a><br> </p> </div> </section> </main> <footer class="text-muted"> <div class="container text-center"> <p>© Indraneel Chakraborty | 2020</p> </div> </footer> <script src="https://code.jquery.com/jquery-3.5.1.slim.min.js" integrity="sha384-DfXdz2htPH0lsSSs5nCTpuj/zy4C+OGpamoFVy38MVBnE+IbbVYUew+OrCXaRkfj" crossorigin="anonymous"></script> <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/umd/popper.min.js" integrity="sha384-9/reFTGAW83EW2RDu2S0VKaIzap3H66lZH81PoYlFhbGU+6BZp6G7niu735Sk7lN" crossorigin="anonymous"></script> <script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js" integrity="sha384-B4gt1jrGC7Jh4AgTPSdUtOBvfO8shuf57BaghqFfPlYxofvL8/KUEfYiJOMMV+rV" crossorigin="anonymous"></script> </body> </html>