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‎machine-learning.html

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@@ -150,16 +150,7 @@ <h2>Machine learning</h2>
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<div class="row portfolio-container" data-aos="fade-up" data-aos-delay="100">
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<!-- content -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-fin">
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<a href="Machine-learning-fundamentals.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/portfolio/CS-ml-deep.png" class="img-fluid" alt="" style="width: 50%; height: auto;">
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<p class="portfolio-title">1. Fundamentals of ML</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-fin">
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<div class="col-lg-4 col-md-6 portfolio-item filter-fin order-1">
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<div class="tooltip-container">
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<a href="Machine-learning-fundamentals.html">
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<div class="portfolio-wrap">
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</a>
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</div>
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</div>
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<!-- Portfolio items for 'Python' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-python">
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<a href="supervised.html" title="EDA projects">
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<div class="portfolio-wrap">
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<img src="assets/img/data-engineering/ML-rg-0.png" class="img-fluid" alt="" style="width: 65%; height: auto;">
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<p class="portfolio-title">2. Supervised algorithms</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-python">
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<div class="col-lg-4 col-md-6 portfolio-item filter-python order-2">
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<div class="tooltip-container">
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<a href="supervised.html">
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<div class="col-lg-4 col-md-6 portfolio-item filter-python">
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<div class="col-lg-4 col-md-6 portfolio-item filter-python order-3">
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<div class="tooltip-container">
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<a href="unsupervised_learning.html">
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<div class="col-lg-4 col-md-6 portfolio-item filter-python">
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<div class="col-lg-4 col-md-6 portfolio-item filter-python order-4">
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<div class="tooltip-container">
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<a href="reinforcement_learning.html">
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<div class="portfolio-wrap">
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<!-- Portfolio items for 'ML' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="Linear-reg.html" title="An optimization technique used to minimize the loss function by iteratively adjusting model parameters in the direction of the steepest descent.">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/gradient-discent.png" class="img-fluid" alt="" style="width: 85%; height: auto;">
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<p class="portfolio-title">3. Gradient decent method</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-5">
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<div class="tooltip-container">
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<a href="Linear-reg.html">
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<div class="portfolio-wrap">
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</div>
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<!-- Portfolio items for 'MLE' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="mle.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/mle-logo.png" class="img-fluid" alt="" style="width: 85%; height: auto;">
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<p class="portfolio-title">4. MLE & MAP</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-6">
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<div class="tooltip-container">
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<a href="mle.html">
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<div class="portfolio-wrap">
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<!-- Portfolio items for 'ML' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="Linear-Parameter-estimation.html" title="A statistical method for modeling the relationship between a dependent variable and one or more independent variables using a linear equation.">
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<div class="portfolio-wrap">
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<img src="assets/img/data-engineering/Linear-reg1.png" class="img-fluid" alt="" style="width: 85%; height: auto;">
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<p class="portfolio-title">5. Linear Regression</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-7">
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<div class="tooltip-container">
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<a href="Linear-Parameter-estimation.html">
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<div class="portfolio-wrap">
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</div>
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<!-- Portfolio items for polinomoiial regression -->
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<a href="Polinomial-regression.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/polinomial-reg.png" class="img-fluid" alt="" style="width: 75%; height: auto;">
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<p class="portfolio-title">6. Polynomial regression</p>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-8">
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<a href="Polinomial-regression.html">
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<!-- Portfolio items for polinomoiial regression -->
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<a href="Ridge-lasso-elasticnet.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/lasso-jtheta.png" class="img-fluid" alt="" style="max-width: 75%; max-height: 20%;">
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<p class="portfolio-title">7. Ridge-lasso-Elasticnet</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-9">
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<a href="Ridge-lasso-elasticnet.html">
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="pca-analysis.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/pca-logo.png" class="img-fluid" alt="" style="width: 80%; height: 80%;">
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<p class="portfolio-title">8. PC Analysis (PCA)</p>
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</div>
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</a>
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</div> -->
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<div class="col-lg-4 col-md-6 portfolio-item filter-ML order-10">
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</div>
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<!-- Portfolio items for 'classification' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="classification.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/data-engineering/classification.png" class="img-fluid" alt="" style="width: 75%; height: auto;">
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<p class="portfolio-title">9. Classification Regression</p>
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</a>
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<!-- Portfolio items for 'logisitc' category -->
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<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-ML">
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<a href="logistic-regression.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/deep-smf.png" class="img-fluid" alt="" style="max-width: 95%; max-height: 80%;">
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<p class="portfolio-title">10. Logistic regression</p>
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<a href="naive-byes.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/classification-naive-modified1.png" class="img-fluid" alt="" style="max-width: 55%; max-height: 55%;">
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<p class="portfolio-title">11. Naive Bayes ML</p>
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</a>
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</div> -->
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<!-- Portfolio items for 'logisitc' category -->
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<a href="knn.html" title="More Details">
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<div class="portfolio-wrap">
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<img src="assets/img/machine-ln/classification-knn1.png" class="img-fluid" alt="" style="width: 55%; height: auto;">
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<p class="portfolio-title">12. KNN ML</p>
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</a>
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<!-- Portfolio items for 'Decision tree' category -->
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<img src="assets/img/machine-ln/classification-decision-tree.png" class="img-fluid" alt="" style="max-width: 80%; max-height: 70%;">
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<p class="portfolio-title">13. Decision tree</p>
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<a href="support-vector.html" title="More Details">
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<img src="assets/img/machine-ln/classification-svm.png" class="img-fluid" alt="" style="width: 80%; height: auto;">
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<p class="portfolio-title">14. Support Vector</p>
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