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blog.html
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<html>
<title>
Devashish Prasad
</title>
<head>
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.6.3/css/all.css">
<link rel="stylesheet" href="dev/main.css"/>
</head>
<body>
<br>
<!-- Webpage Top start -->
<!-- Heading -->
<div class="heading_center">
<a href="index.html">Devashish Prasad</a>
</div>
<hr noshade width=60%>
<!-- Header -->
<div class="header">
<ul>
<li><a href="about.html">About me</a></li>
<li><a href="blog.html">Blog</a></li>
<li><a href="projects.html">Projects</a></li>
</ul>
</div>
<hr noshade width=60%>
<!-- Webpage Top end -->
<!-- Webpage content start -->
<br>
<!-- section title -->
<h1>Blogs</h1>
<hr class="shorthr"/>
<br>
Here, I write small blogs related to advance topics in Machine Learning.
<br>
<br>
<div class="blogdiv">
<p>September 8, 2021 - <a href="blog/handling%20imbalanced%20training%20data.html">Handling class imbalanced training data</a></p>
<p>Coming soon - Image Super Resolution </p>
<p>Coming soon - Machine Learning algorithms and their properties </p>
</div>
<br>
<!-- section title -->
<h1>Answers</h1>
<hr class="shorthr"/>
<br>
Here are some of my datascience.stackexchange.com answers you might like to read.
<br>
<div class="blogdiv">
<h4> Machine Learning and Deep Learning </h4>
<p> <a href="https://datascience.stackexchange.com/a/97143/65781" target="_blank"> What is difference between Validation steps and Steps per epoch? </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/104697/65781" target="_blank"> How to measure time and space complexity of deep learning models? </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/95026/65781" target="_blank"> Why does adding data augmentation decreases training accuracy a tiny bit? </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/96541/65781" target="_blank"> Should I train from scratch or use pre-trained weights? </a> </p>
<br>
<h4> Computer Vision </h4>
<p> <a href="https://datascience.stackexchange.com/a/96406/65781" target="_blank"> Why ResNet have less parameters than VGG? </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/96858/65781" target="_blank"> What do each cell in YOLO grid detect? </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/96854/65781" target="_blank"> Some tips for training YOLO-style object detector </a> </p>
<p> <a href="https://datascience.stackexchange.com/a/96736/65781" target="_blank"> Can landmark detection be only used for faces and human bodies? </a> </p>
</div>
<!-- Webpage content start -->
<br>
<!-- Webpage Bottom start -->
<hr noshade width=60%>
<!-- Social media -->
<div class="social">
<ul>
<li><a href="https://github.com/DevashishPrasad" target="_blank"><i class="fab fa-github"></i></a></li>
<li><a href="https://www.linkedin.com/in/devashishprasad" target="_blank"><i class="fab fa-linkedin"></i></a></li>
<li><a href="https://scholar.google.com/citations?user=uWOJCTQAAAAJ&hl=en" target="_blank"><i class="fas fa-graduation-cap"></i></i></a></li>
<li><a href="https://www.kaggle.com/devashishprasad" target="_blank"><i class="fab fa-kaggle"></i></a></li>
<li><a href="https://stackoverflow.com/users/8029329/devashish-prasad" target="_blank"><i class="fab fa-stack-overflow"></i></a></li>
<li><a href="https://datascience.stackexchange.com/users/65781/devashish-prasad" target="_blank"><i class="fab fa-stack-exchange"></i></a></li>
<li><a href="mailto:devashishkprasad@gmail.com" target="_blank"><i class="fas fa-envelope"></i></a></li>
</ul>
</div>
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<div class="footer">
<i class="fas fa-code"></i> with <i class="fas fa-heart"></i> by Devashish Prasad
</div>
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</body>
</html>