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2024-08-30
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classblog-archive columns-1 clear> article idpost-196 classpost-196 post type-post status-publish format-standard hentry category-automate category-biz-tech category-web> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/automate/ relcategory tag>Automation/a> , a hrefhttps://blog.amalgamcs.com/index.php/category/biz-tech/ relcategory tag>Business & Tech/a> , a hrefhttps://blog.amalgamcs.com/index.php/category/web/ relcategory tag>Web Technologies/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/04/15/mastering-the-art-of-data-communication-why-rest-apis-are-your-organizations-secret-weapon/ relbookmark>Mastering the Art of Data Communication: Why REST API’s are Your Organization’s Secret Weapon/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/04/15/mastering-the-art-of-data-communication-why-rest-apis-are-your-organizations-secret-weapon/ relbookmark>time classentry-date published updated datetime2023-04-15T00:38:45+00:00>April 15, 2023/time>/a>/span> div classentry-content> p>Picture this: you’re a tech-savvy wizard working for a big, bad corporation. You’ve got data coming out of your ears, but you can’t seem to make sense of it all. You’re sweating like a sinner in church, frantically trying to keep up with the data flow, when suddenly – a …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-196 -->article idpost-194 classpost-194 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/04/15/exploring-dimensionality-reduction-and-data-visualization-with-pca-in-python/ relbookmark>Exploring Dimensionality Reduction and Data Visualization with PCA in Python/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/04/15/exploring-dimensionality-reduction-and-data-visualization-with-pca-in-python/ relbookmark>time classentry-date published updated datetime2023-04-15T00:29:52+00:00>April 15, 2023/time>/a>/span> div classentry-content> p>PCA is a technique for transforming a set of correlated variables into a set of linearly uncorrelated variables, known as principal components. The first principal component is the direction in the data with the highest variance, and each subsequent principal component has the highest variance orthogonal to the previous principal …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-194 -->article idpost-191 classpost-191 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/04/03/pytorch-101-a-beginners-guide-to-tensors-autograd-and-neural-networks/ relbookmark>PyTorch 101: A Beginner’s Guide to Tensors, Autograd, and Neural Networks/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/04/03/pytorch-101-a-beginners-guide-to-tensors-autograd-and-neural-networks/ relbookmark>time classentry-date published datetime2023-04-03T18:42:10+00:00>April 3, 2023/time>time classupdated datetime2023-04-03T18:42:11+00:00>April 3, 2023/time>/a>/span> div classentry-content> p>PyTorch is an open-source machine learning library for Python that is widely used in research and industry. It was developed by Facebook’s AI Research group and provides a flexible and efficient platform for building and training deep neural networks. In this overview, we will cover the basics of PyTorch and …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-191 -->article idpost-189 classpost-189 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/04/03/how-data-science-techniques-are-revolutionizing-research/ relbookmark>How Data Science Techniques Are Revolutionizing Research/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/04/03/how-data-science-techniques-are-revolutionizing-research/ relbookmark>time classentry-date published updated datetime2023-04-03T18:29:02+00:00>April 3, 2023/time>/a>/span> div classentry-content> p>Data science techniques have become increasingly popular in research, as they allow scientists to analyze complex data sets and uncover hidden patterns and relationships. Let us briefly go over some of the most common data science techniques used in research and how they are used to gain insights and make …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-189 -->article idpost-185 classpost-185 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/29/exploring-the-basics-of-deep-learning-with-tensorflow-a-technical-overview/ relbookmark>Exploring the Basics of Deep Learning with Tensorflow/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/29/exploring-the-basics-of-deep-learning-with-tensorflow-a-technical-overview/ relbookmark>time classentry-date published datetime2023-03-29T16:51:36+00:00>March 29, 2023/time>time classupdated datetime2023-03-29T16:52:31+00:00>March 29, 2023/time>/a>/span> div classentry-content> p>With the advent of advanced hardware and software technologies, deep learning algorithms can now process and analyze vast amounts of data, making it possible to extract insights and patterns that were once impossible to uncover. One of the most popular deep learning libraries is Tensorflow, an open-source software library developed …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-185 -->article idpost-181 classpost-181 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/29/tensorflow-a-technical-overview/ relbookmark>strong>TensorFlow: A Technical Overview/strong>/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/29/tensorflow-a-technical-overview/ relbookmark>time classentry-date published datetime2023-03-29T12:01:05+00:00>March 29, 2023/time>time classupdated datetime2023-03-29T12:01:10+00:00>March 29, 2023/time>/a>/span> div classentry-content> p>TensorFlow is an open-source machine learning framework developed by Google Brain Team. It is one of the most popular machine learning frameworks and has been widely used in various applications such as image recognition, natural language processing, speech recognition, and more. In this blog post, we will provide a technical …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-181 -->article idpost-173 classpost-173 post type-post status-publish format-standard hentry category-ai-ml-ds category-biz-tech> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a> , a hrefhttps://blog.amalgamcs.com/index.php/category/biz-tech/ relcategory tag>Business & Tech/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/small-data-big-advancements-innovations-in-machine-learning-techniques-for-small-data-sets/ relbookmark>Small Data, Big Advancements: Innovations in Machine Learning Techniques for Small Data Sets/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/small-data-big-advancements-innovations-in-machine-learning-techniques-for-small-data-sets/ relbookmark>time classentry-date published datetime2023-03-26T18:44:02+00:00>March 26, 2023/time>time classupdated datetime2023-03-26T18:45:02+00:00>March 26, 2023/time>/a>/span> div classentry-content> p>Machine learning algorithms are typically data-hungry and require large amounts of data to train accurate models. However, in real-world scenarios, obtaining large amounts of data can be a challenging task. In such cases, it becomes necessary to explore the techniques that can be employed to train models with smaller data …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-173 -->article idpost-169 classpost-169 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/keras-your-gateway-to-neural-networks/ relbookmark>Keras: Your Gateway to Neural Networks/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/keras-your-gateway-to-neural-networks/ relbookmark>time classentry-date published datetime2023-03-26T18:22:47+00:00>March 26, 2023/time>time classupdated datetime2023-03-26T18:41:17+00:00>March 26, 2023/time>/a>/span> div classentry-content> p>Keras is a high-level open-source neural network library written in Python. It is designed to be user-friendly, modular, and extensible, and can run on top of other popular machine learning frameworks such as TensorFlow, Theano, and CNTK. Keras provides a simple and intuitive API that allows users to quickly build …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-169 -->article idpost-166 classpost-166 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/random-forests-the-tree-based-algorithm-that-can-handle-anything/ relbookmark>Random Forests: The Tree-Based Algorithm That Can Handle Anything/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/26/random-forests-the-tree-based-algorithm-that-can-handle-anything/ relbookmark>time classentry-date published datetime2023-03-26T17:29:19+00:00>March 26, 2023/time>time classupdated datetime2023-03-26T18:46:49+00:00>March 26, 2023/time>/a>/span> div classentry-content> p>Random Forests are a popular machine learning algorithm that can handle both classification and regression problems with ease. They are a type of ensemble learning method that combines multiple decision trees to create a robust and accurate model. In this blog post, we will take a closer look at what …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-166 -->article idpost-164 classpost-164 post type-post status-publish format-standard hentry category-ai-ml-ds> div classblog-post-item> div classentry-container> span classcat-links>a hrefhttps://blog.amalgamcs.com/index.php/category/ai-ml-ds/ relcategory tag>A.I./M.L./Data Science/a>/span> header classentry-header> h2 classentry-title>a hrefhttps://blog.amalgamcs.com/index.php/2023/03/25/hyperparameters-understanding-the-control-knobs-of-machine-learning-algorithms/ relbookmark>Hyperparameters: Understanding the Control Knobs of Machine Learning Algorithms/a>/h2> /header>!-- .entry-header --> span classbyline> by: span classauthor vcard>a classurl fn n hrefhttps://blog.amalgamcs.com/index.php/author/amalgamdvlpmnt/>Garrik Hoyt/a>/span>/span>span classposted-on>Posted on: a hrefhttps://blog.amalgamcs.com/index.php/2023/03/25/hyperparameters-understanding-the-control-knobs-of-machine-learning-algorithms/ relbookmark>time classentry-date published updated datetime2023-03-25T23:13:11+00:00>March 25, 2023/time>/a>/span> div classentry-content> p>Machine learning algorithms are widely used for solving complex problems such as image recognition, natural language processing, and many others. However, building a good machine learning model involves selecting the right set of parameters and hyperparameters. In this blog post, we will discuss hyperparameters, their significance, and ways to optimize …/p> /div>!-- .entry-content --> /div>!-- .entry-container --> /div>!-- .blog-post-item -->/article>!-- #post-164 --> /div>!-- .blog-archive --> nav classnavigation pagination aria-labelPosts> h2 classscreen-reader-text>Posts navigation/h2> div classnav-links>span aria-currentpage classpage-numbers current>span classmeta-nav screen-reader-text>Page /span>1/span>a classpage-numbers hrefhttps://blog.amalgamcs.com/index.php/page/2/>span classmeta-nav screen-reader-text>Page /span>2/a>span classpage-numbers dots>…/span>a classpage-numbers hrefhttps://blog.amalgamcs.com/index.php/page/4/>span classmeta-nav screen-reader-text>Page /span>4/a>a classnext page-numbers hrefhttps://blog.amalgamcs.com/index.php/page/2/>span classscreen-reader-text>Next page/span>svg classicon icon-arrow-right aria-hiddentrue roleimg> use href#icon-arrow-right xlink:href#icon-arrow-right>/use> /svg>/a>/div> /nav> /main>!-- 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