<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[My Portfolio]]></title><description><![CDATA[My Portfolio]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/my-blog</link><generator>RSS for Node</generator><lastBuildDate>Thu, 09 Jul 2026 22:12:02 GMT</lastBuildDate><atom:link href="https://ashfaqaqsa883.wixsite.com/portfolio/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[REGULARIZATION]]></title><description><![CDATA[Working with ML models is all fine until you get noisy and somewhat extra data to train the model. Having such data not only adds to the...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/regularization</link><guid isPermaLink="false">64c61057a12e0f27f4344128</guid><category><![CDATA[Articles]]></category><pubDate>Sun, 30 Jul 2023 07:34:45 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_b8447d9bbcdf439ab48ca7e12ef56c4b~mv2.png/v1/fit/w_600,h_800,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[Dynamic Programming]]></title><description><![CDATA[A technique where we solve #subproblems and use their #solutions to compute the bigger problem. The problem has an #optimal #substructure...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/dynamic-programming</link><guid isPermaLink="false">64bb85b639e6e5fc137f961f</guid><category><![CDATA[Articles]]></category><pubDate>Sun, 30 Jul 2023 07:34:30 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_6480c8d9a74147319c48695c8d506e60~mv2.png/v1/fit/w_720,h_720,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[REINFORCEMENT LEARNING]]></title><description><![CDATA[A machine learning framework based on interaction between system and the environment. The system in a particular state performs a random...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/reinforcement-learning</link><guid isPermaLink="false">64c60f6706ad3d9f6194550a</guid><category><![CDATA[Articles]]></category><pubDate>Sun, 30 Jul 2023 07:34:12 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_fd4f81de3bd845ed8915585e19cb052c~mv2.png/v1/fit/w_600,h_338,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[BLACKJACK CAPSTONE PROJECT]]></title><description><![CDATA[This project is a Python implementation of the card game Blackjack. The project includes a user interface that allows players to interact...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/blackjack-capstone-project-1</link><guid isPermaLink="false">64bc2cf550c274998ea2965b</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 19:24:42 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_f3bb3881fb854c18bf46a9d742972b79~mv2.png/v1/fit/w_600,h_338,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[COFFEE MACHINE]]></title><description><![CDATA[The Coffee Machine project is a Python program that simulates a coffee machine. The program allows you to select different coffee drinks,...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/coffee-machine</link><guid isPermaLink="false">64bc2c8abeae5dba687c7bd3</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 19:23:34 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_279a899daefb46a9b03f24d9cd4afb82~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[CHATGPT CHATBOT]]></title><description><![CDATA[The Chatbot project is a Python program that simulates a chatbot. The program uses a generative AI model to generate text that is similar...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/chatgpt-chatbot</link><guid isPermaLink="false">64bc2c0f2e2e5ffcf6dff27c</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 19:21:46 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_0d9e55a069114273befe1f9bc9c303b0~mv2.png/v1/fit/w_540,h_320,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[Toronto MCI Analysis &#38; Prediction Model]]></title><description><![CDATA[This project is a Python script that analyzes the MCI (Multi-Criteria Indicator) scores for different neighborhoods in Toronto. The...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/toronto-mci-analysis-prediction-model</link><guid isPermaLink="false">64bc270a71e935de1491b996</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 19:04:36 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_a1a70d1770404e529f2071824c070f67~mv2.png/v1/fit/w_600,h_432,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[CLUSTERING with SKLEARN]]></title><description><![CDATA[This project demonstrates how to use the scikit-learn library for data preprocessing, modeling, and clustering. The notebook first...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/clustering-with-sklearn</link><guid isPermaLink="false">64bc24ffbccfb3f2de26f030</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:57:26 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_0af5bafa59e947fc8b7e3b10447db05c~mv2.png/v1/fit/w_509,h_339,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[DEEP LEARNING with Tensor flow]]></title><description><![CDATA[Deep learning is a type of machine learning that uses artificial neural networks to learn from data. Neural networks are inspired by the...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/deep-learning-with-tensor-flow</link><guid isPermaLink="false">64bc24188a359045a61ec601</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:50:09 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_a3848c82949f4167b1439b1a1a1f01cf~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[DATA MANIPULATION]]></title><description><![CDATA[Data manipulation is the process of transforming data into a format that is more useful for analysis. This can involve tasks such as...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/data-manipulation</link><guid isPermaLink="false">64bc23264d629d3bbf61725c</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:44:45 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_2e84f4aade6a41e799b5a638303221a1~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[DATA ANALYSIS]]></title><description><![CDATA[Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information by...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/data-analysis</link><guid isPermaLink="false">64bc219f1fd6faac415eef89</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:40:23 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_026ced692967401da91090bc7e24fc6f~mv2.png/v1/fit/w_530,h_326,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[DuckDuckGo SEARCH]]></title><description><![CDATA[DuckDuckGo.ipynb is a Python notebook that uses the DuckDuckGo API to search for information on the internet. The notebook first imports...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/duckduckgo-search</link><guid isPermaLink="false">64bc20401e73a9ddd26abbe4</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:31:22 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_14114442ea3d440b918a664759a6a215~mv2.png/v1/fit/w_600,h_451,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[LOVE CALCULATOR]]></title><description><![CDATA[Love Calculator is a Python program that calculates the compatibility between two people based on their names. The program works by first...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/love-calculator</link><guid isPermaLink="false">64bc1e50cea7611135321b47</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:24:11 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_64494cccc1f44a1ba96ad4deab1683a4~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[GUESS THE NUMBER]]></title><description><![CDATA[Number Guessing Game is a Python program that plays a guessing game with the user. The program starts by generating a random number...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/guess-the-number</link><guid isPermaLink="false">64bc1d3084625f1d2237723c</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:21:07 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_de92bfd8a9274b47ae3d4c3389143242~mv2.png/v1/fit/w_339,h_509,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[THE HIGHER LOWER GAME]]></title><description><![CDATA[Higher Lower Game is a Python program that plays a guessing game with the user. The program starts by generating a random number between...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/the-higher-lower-game</link><guid isPermaLink="false">64bc1c7c708cd5d6d6ee865a</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:16:39 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_c719695aead348b2902e8192e5e8e5b8~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[SECRET AUCTION]]></title><description><![CDATA[Secret Auction is a Python program that allows users to bid on items anonymously. The program works by first creating a list of items...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/secret-auction</link><guid isPermaLink="false">64bc1bb584625f1d22377148</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:11:46 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_cfe3e641097748b99ed4a671ccf40cb1~mv2.png/v1/fit/w_600,h_413,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[PASSWORD GENERATOR]]></title><description><![CDATA[Password Generator is a Python program that generates random passwords. The program takes a few parameters from the user, such as the...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/password-generator</link><guid isPermaLink="false">64bc1b1539e6e5fc137fef47</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:09:40 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_fa73138b8fe34279a9db9cf156b8e317~mv2.png/v1/fit/w_473,h_366,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[BANKER ROULETTE]]></title><description><![CDATA[Banker Roulette is a Python program that randomly chooses one person from al to pay the bill for a meal. This is a common practice in the...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/banker-roulette</link><guid isPermaLink="false">64bc1a4f708cd5d6d6ee850e</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 18:07:08 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_9918dd848c704ae7b5b6473ce1300702~mv2.png/v1/fit/w_600,h_400,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[HANGMAN]]></title><description><![CDATA[This project is a Python implementation of the classic hangman game. The user is presented with a word that is hidden by a series of...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/hangman</link><guid isPermaLink="false">64bc1793c95531a0d82a8df7</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 17:54:26 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_d34846468e434fa29fcb51185e73c3be~mv2.png/v1/fit/w_493,h_348,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item><item><title><![CDATA[CAESAR CIPHER]]></title><description><![CDATA[This project is a Python script that implements the Caesar cipher, a simple encryption technique that shifts each letter in a message by...]]></description><link>https://ashfaqaqsa883.wixsite.com/portfolio/post/caesar-cipher</link><guid isPermaLink="false">64bb8e148a359045a61e6d45</guid><category><![CDATA[Projects]]></category><pubDate>Sat, 22 Jul 2023 08:08:33 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/a01678_31720329a6b64a6bae643d125d28d7af~mv2.png/v1/fit/w_600,h_450,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Aqsa Ashfaq</dc:creator></item></channel></rss>