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<!DOCTYPE html>
<html lang="en" dir="ltr" data-theme="dark">
<head>
<meta charset="utf-8">
<link rel="stylesheet" href="https://unpkg.com/@picocss/pico@latest/css/pico.min.css">
<title>The CS Gazette</title>
</head>
<body>
<nav class="container">
<ul>
<li><strong>CPO DAR's weekly tech newsletter</strong></li>
</ul>
<ul>
<li><a href="#" role="button" class="outline">Submit an article</a></li>
</ul>
</nav>
<main class="container">
<h1 id="pagetop">The Cryptic Scripters' Gazette</h1>
<div class="grid">
<div>
<details>
<summary>About</summary>
<article>
<header>This webpage:</header>
<ul>
<li>Does <strong><u>not</u></strong> contain any Meta related data or information</li>
<li>Does <strong><u>not</u></strong> contain any JavaScript code</li>
<li>Only provides links to publically available online articles and videos</li>
</ul>
</article>
</details>
</div>
<div>
<details>
<summary>Resources</summary>
<article>
<header>Most of the content is curated from:</header>
<ul>
<li><a href="https://news.ycombinator.com/" target="_blank"><strong>Hacker News</strong></a> is a <i>"social news website focusing on computer science and entrepreneurship."</i></li>
<li><a href="https://towardsdatascience.com/" target="_blank"><strong>Towards Data Science</strong></a> is a platform <i>"for thousands of people to exchange ideas and to expand our understanding of data science."</i></li>
<li><a href="https://www.analyticsvidhya.com/blog/" target="_blank"><strong>Analytics Vidhya</strong></a> is a platform for <i>"learning machine learning, artificial intelligence, business analytics, data science, big data, data visualizations tools and techniques."</i></li>
<li>Various <a href="https://twitter.com" target="_blank"><strong>Twitter</strong></a> accounts and <a href="https://www.youtube.com/">Youtube</a> channels.</li>
</ul>
</article>
</details>
</div>
</div>
<br>
<h3>History</h3>
<details>
<summary role="button" class="outline">Table of content</summary>
<table>
<thead>
<tr>
<th>Week starting</th>
<th>Number of articles</th>
<th>Theme</th>
<th>Link</th>
</tr>
</thead>
<tbody>
<tr>
<td>Jan 23rd</td>
<td>19</td>
<td>NetworkX</td>
<td><a href="#jan23">#</a></td>
</tr>
<tr>
<td>Jan 16th</td>
<td>18</td>
<td>Polars</td>
<td><a href="#jan16">#</a></td>
</tr>
<tr>
<td>Jan 10th</td>
<td>19</td>
<td>Streamlit</td>
<td><a href="#jan10">#</a></td>
</tr>
<tr>
<td>Dec 12th</td>
<td>21</td>
<td>ChatGPT</td>
<td><a href="#dec12">#</a></td>
</tr>
<tr>
<td>Dec 5th</td>
<td>26</td>
<td>spaCy</td>
<td><a href="#dec5">#</a></td>
</tr>
<tr>
<td>Nov 28th</td>
<td>23</td>
<td>Time series forecasting made simple</td>
<td><a href="#nov28">#</a></td>
</tr>
<tr>
<td>Nov 21st</td>
<td>23</td>
<td>From SQL to Pandas</td>
<td><a href="#nov21">#</a></td>
</tr>
</tbody>
</table>
</details>
<br>
<h3>Weekly articles</h3>
<details>
<summary role="button" class="outline" id="jan23">Monday, 23 January 2023</summary>
<strong>This week's theme: <i>NetworkX</i></strong>
<blockquote>
<i>"NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks"</i>
<footer>
<cite><a href="https://networkx.org/" target="_blank">Official website</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.nytimes.com/2023/01/20/business/google-alphabet-layoffs.html" target="_blank">Article</a>]</strong> Google Parent Alphabet to Cut 12,000 Jobs</li>
<li><strong>[<a href="https://techcrunch.com/2023/01/19/netflix-founder-reed-hastings-steps-down-as-co-ceo/" target="_blank">Article</a>]</strong> Netflix founder Reed Hastings steps down as co-CEO</li>
<li><strong>[<a href="https://time.com/6247678/openai-chatgpt-kenya-workers/" target="_blank">Article</a>]</strong> OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic</li>
<li><strong>[<a href="https://blogs.microsoft.com/blog/2023/01/18/subject-focusing-on-our-short-and-long-term-opportunity/" target="_blank">Article</a>]</strong> Microsoft to lay off 10k workers</li>
<li><strong>[<a href="https://www.cnbc.com/2023/01/18/amazon-set-to-begin-new-round-of-layoffs-affecting-over-18000-people.html" target="_blank">Article</a>]</strong> Amazon set to begin new round of layoffs affecting more than 18,000 people</li>
<li><strong>[<a href="https://archive.ph/jCXJe#selection-109.5-109.54" target="_blank">Article</a>]</strong> Laid-Off Workers Are Flooded With Fake Job Offers</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://www.buzzfeednews.com/article/katienotopoulos/facebook-portal-rip-amazon" target="_blank">Article</a>]</strong> The Facebook Portal Died. This Is How It Almost Lived</li>
<li><strong>[<a href="https://www.theguardian.com/technology/2023/jan/17/free-the-nipple-meta-facebook-instagram" target="_blank">Article</a>]</strong> Free the nipple: Facebook and Instagram told to overhaul ban on bare breasts</li>
<li><strong>[<a href="https://about.fb.com/news/2023/01/instagram-quiet-mode-manage-your-time-and-focus/" target="_blank">Article</a>]</strong> Instagram Quiet Mode: A New Way to Manage Your Time and Focus [Official]</li>
</ul>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://tuangauss.github.io/projects/networkx_basemap/networkx_basemap.html" target="_blank">Article</a>]</strong> Catching that flight: Visualizing social network with Networkx and Basemap</li>
<li><strong>[<a href="https://engineeringfordatascience.com/posts/visualising_asset_price_correlations/" target="_blank">Article</a>]</strong> Visualising Asset Price Correlations</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=F4RVBAGJcFY" target="_blank">Video</a>]</strong> Community Detection : Data Science Concepts</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=x6PNcuZk83g" target="_blank">Video</a>]</strong> Who owns the DOW JONES Industrial Average Equity Index?</li>
<li><strong>[<a href="https://blanchardjulien.com/posts/networkplots/" target="_blank">Article</a>]</strong> Network Graphs Part I: Python and JavaScript [Sponsored content]</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>Data science / Programming</strong></header>
<ul>
<li><strong>[<a href="https://karpathy.ai/zero-to-hero.html" target="_blank">Article</a>]</strong> Neural Networks: Zero to Hero</li>
<li><strong>[<a href="https://towardsdatascience.com/hacking-statistical-significance-hypothesis-testing-with-ml-approaches-74ff102c5ff1?source=collection_tagged---------5----------------------------" target="_blank">Article</a>]</strong> Hacking Statistical Significance: Hypothesis Testing with ML Approaches</li>
<li><strong>[<a href="https://www.analyticsvidhya.com/blog/2023/01/step-by-step-working-of-decision-tree-algorithm/" target="_blank">Article</a>]</strong> Step-by-Step Working of Decision Tree Algorithm</li>
<li><strong>[<a href="https://towardsdatascience.com/how-to-structure-an-ml-project-for-reproducibility-and-maintainability-54d5e53b4c82?source=collection_tagged---------1----------------------------" target="_blank">Article</a>]</strong> How to Structure an ML Project for Reproducibility and Maintainability</li>
<li><strong>[<a href="https://eylenburg.github.io/browser_engines.htm" target="_blank">Article</a>]</strong> History of Web Browser Engines from 1990 until today</li>
</ul>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<details>
<summary role="button" class="outline" id="jan16">Monday, 16 January 2023</summary>
<strong>This week's theme: <i>Polars</i></strong>
<blockquote>
<i>"Polars is a blazingly fast DataFrame library completely written in Rust, using the Apache Arrow memory model"</i>
<footer>
<cite><a href="https://www.pola.rs/" target="_blank">Official website</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.cnbc.com/2023/01/05/heres-how-much-top-tech-jobs-in-california-pay-according-to-job-ads.html" target="_blank">Article</a>]</strong> California forces companies to show pay on job listings, revealing big tech salaries</li>
<li><strong>[<a href="https://www.theverge.com/2023/1/11/23550470/microsoft-employees-unlimited-time-off-2023" target="_blank">Article</a>]</strong> Microsoft employees are getting unlimited time off</li>
<li><strong>[<a href="https://www.cnbc.com/2023/01/12/jpmorgan-chase-shutters-student-financial-aid-website-frank.html" target="_blank">Article</a>]</strong> JPMorgan shutters Data Science website it paid $175 million for, accuses founder of inventing millions of accounts</li>
<li><strong>[<a href="https://futurism.com/the-byte/cnet-publishing-articles-by-ai" target="_blank">Article</a>]</strong> CNET is quietly publishing articles entirely generated by AI</li>
<li><strong>[<a href="https://www.cnbc.com/2023/01/10/microsoft-to-invest-10-billion-in-chatgpt-creator-openai-report-says.html" target="_blank">Article</a>]</strong> Microsoft reportedly plans to invest $10 billion in creator of buzzy A.I. tool ChatGPT</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://techcrunch.com/2023/01/10/metas-main-content-moderation-partner-in-africa-shuts-down-operations/" target="_blank">Article</a>]</strong> Meta’s main content moderation partner in Africa shuts down operations</li>
<li><strong>[<a href="https://www.theverge.com/2023/1/13/23553332/meta-facebook-instagram-voyager-labs-data-privacy-sue" target="_blank">Article</a>]</strong> Meta sues surveillance company for scraping data with fake Facebook accounts</li>
</ul>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://towardsdatascience.com/pandas-vs-polars-a-syntax-and-speed-comparison-5aa54e27497e#:~:text=Pandas%20is%20an%20essential%20Python,designed%20to%20process%20data%20faster." target="_blank">Article</a>]</strong> Pandas vs. Polars: A Syntax and Speed Comparison</li>
<li><strong>[<a href="https://www.codemag.com/Article/2212051/Using-the-Polars-DataFrame-Library" target="_blank">Article</a>]</strong> Using the Polars DataFrame Library</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=VHqn7ufiilE&t=1s" target="_blank">Video</a>]</strong> Polars: The Next Big Python Data Science Library... written in RUST?</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=kVy3-gMdViM" target="_blank">Article</a>]</strong> Polars: Blazingly Fast DataFrames in Rust and Python</li>
<li><strong>[<a href="https://towardsdatascience.com/getting-started-with-the-polars-dataframe-library-6f9e1c014c5c" target="_blank">Article</a>]</strong> Getting Started with the Polars DataFrame Library</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>Data science / Programming</strong></header>
<ul>
<li><strong>[<a href="https://www.youtube.com/watch?v=LOwj7UxQwJ0&ab_channel=ritvikmath" target="_blank">Video</a>]</strong> Jensen's Inequality : Data Science Basics</li>
<li><strong>[<a href="https://github.com/markusschanta/awesome-jupyter" target="_blank">Repository</a>]</strong> Awesome Jupyter: A curated list of awesome Jupyter projects, libraries and resources</li>
<li><strong>[<a href="https://statmodeling.stat.columbia.edu/2023/01/14/bayesian-statistics-and-machine-learning-how-do-they-differ/" target="_blank">Article</a>]</strong> Bayesian statistics and machine learning: How do they differ?</li>
<li><strong>[<a href="https://developer.chrome.com/blog/sqlite-wasm-in-the-browser-backed-by-the-origin-private-file-system" target="_blank">Article</a>]</strong> SQLite Wasm in the browser backed by the Origin Private File System</li>
<li><strong>[<a href="https://blog.revolutionanalytics.com/2014/01/the-fourier-transform-explained-in-one-sentence.html" target="_blank">Article</a>]</strong> The Fourier Transform, explained in one sentence</li>
<li><strong>[<a href="https://thenextweb.com/news/why-tensorflow-for-python-is-dying-a-slow-death" target="_blank">Video</a>]</strong> Why TensorFlow for Python is dying a slow death</li>
</ul>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<details>
<summary role="button" class="outline" id="jan10">Tuesday, 10 January 2023</summary>
<strong>This week's theme: <i>Streamlit</i></strong>
<blockquote>
<i>"Streamlit turns data scripts into shareable web apps in minutes. All in pure Python. No front‑end experience required."</i>
<footer>
<cite><a href="https://streamlit.io/" target="_blank">Official website</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.businessinsider.com/google-perks-facebook-employee-benefits-office-life-2022-12" target="_blank">Article</a>]</strong> Goodbye to the good life: The cushy perks of tech work are rapidly disappearing</li>
<li><strong>[<a href="https://archive.vn/20221227114050/https://www.wsj.com/articles/laid-off-tech-workers-quickly-find-new-jobs-11672097730#selection-115.5-115.48" target="_blank">Article</a>]</strong> Laid Off Tech Workers Quickly Find New Jobs</li>
<li><strong>[<a href="https://archive.ph/5XZZW#selection-303.0-303.65" target="_blank">Article</a>]</strong> Google Employees Brace for a Cost-Cutting Drive as Anxiety Mounts</li>
<li><strong>[<a href="https://www.digitaltrends.com/news/amazon-starts-drone-delivery-trials-in-california-and-texas/" target="_blank">Article</a>]</strong> Amazon starts drone delivery trials in California and Texas</li>
<li><strong>[<a href="https://www.theverge.com/2022/12/22/23522808/tiktok-journalists-data-accessed-bytedance-internal-audit" target="_blank">Article</a>]</strong> TikTok’s parent company accessed the data of US journalists</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://medium.com/@AnalyticsAtMeta/notifications-why-less-is-more-how-facebook-has-been-increasing-both-user-satisfaction-and-app-9463f7325e7d" target="_blank">Article</a>]</strong> Notifications: why less is more — how Facebook has been increasing both user satisfaction and app usage by sending only a few notifications [Official]</li>
<li><strong>[<a href="https://www.theverge.com/2023/1/9/23547283/meta-oculus-quest-headset-software-updates-stop" target="_blank">Article</a>]</strong> Meta’s done making new features for the Quest 1 — all updates will end next year</li>
<li><strong>[<a href="https://www.forbes.com/sites/qai/2023/01/08/why-did-meta-stock-go-up-this-week/?sh=1a04f3496f23" target="_blank">Article</a>]</strong> Why Did Meta Stock Go Up This Week?</li>
<li><strong>[<a href="https://research.facebook.com/blog/2022/12/the-future-of-time-series-forecasting-with-rfp-winner-b-aditya-prakash/" target="_blank">Article</a>]</strong> The future of time-series forecasting, with RFP winner B. Aditya Prakash [Official]</li>
</ul>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://towardsdatascience.com/streamlit-hands-on-from-zero-to-your-first-awesome-web-app-2c28f9f4e214" target="_blank">Article</a>]</strong> Streamlit Hands-On: From Zero to Your First Awesome Web App</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=_Um12_OlGgw&ab_channel=M%C4%B1sraTurp" target="_blank">Video</a>]</strong> Streamlit Elements You Should Know About in 2022</li>
<li><strong>[<a href="https://builtin.com/machine-learning/streamlit-tutorial" target="_blank">Article</a>]</strong> A Beginner’s Guide to Building Machine Learning-Based Web Applications in Python</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=DXju-2RF4jw&ab_channel=AndrewFung" target="_blank">Video</a>]</strong> Targeted Keyword and Competitor Analysis with Google Ads — Python Web Scraping Task Automation</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=Sb0A9i6d320&ab_channel=CodingIsFun" target="_blank">Video</a>]</strong> Turn An Excel Sheet Into An Interactive Dashboard Using Streamlit</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>Data science / Programming</strong></header>
<ul>
<li><strong>[<a href="https://bigthink.com/smart-skills/bayesian-search-find-stuff-lost/" target="_blank">Article</a>]</strong> Bayesian search: A simple rule to find stuff you’ve lost</li>
<li><strong>[<a href="https://towardsdatascience.com/how-to-build-a-causal-inference-model-to-explore-whether-global-warming-is-caused-by-human-activity-2bcf1830e071" target="_blank">Article</a>]</strong> How to Build a Causal Inference Machine Learning Model to Explore Whether Global Warming is Caused by Human Activity</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=VHqn7ufiilE&ab_channel=RobMulla" target="_blank">Video</a>]</strong> Polars: The Next Big Python Data Science Library</li>
<li><strong>[<a href="https://towardsdatascience.com/implementing-word2vec-in-pytorch-from-the-ground-up-c7fe5bf99889" target="_blank">Article</a>]</strong> Implementing Word2vec in PyTorch from the Ground Up</li>
<li><strong>[<a href="https://blanchardjulien.com/posts/word_tree/" target="_blank">Article</a>]</strong> Visualizing the Hierarchy of Text Data With Word Trees (I wrote this article, so feel free to skip it)</li>
</ul>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<details>
<summary role="button" class="outline" id="dec12">Monday, 12 December 2022</summary>
<strong>This week's theme: <i>ChatGPT</i></strong>
<blockquote>
<i>"We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests."</i>
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<cite><a href="https://openai.com/blog/chatgpt/" target="_blank">OpenAI's website</a></cite>
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<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.forbes.com/sites/cyrusfarivar/2022/12/05/elon-musk-twitter-bedrooms" target="_blank">Article</a>]</strong> Elon Musk Has Outfitted Twitter’s Headquarters With Bedrooms For Employees</li>
<li><strong>[<a href="https://archive.ph/xjqqJ#selection-303.0-303.62" target="_blank">Article</a>]</strong> Computer Science Students Face a Shrinking Big Tech Job Market</li>
<li><strong>[<a href="https://archive.ph/7bP4j#selection-109.5-109.54" target="_blank">Article</a>]</strong> Apple Makes Plans to Move Production Out of China</li>
<li><strong>[<a href="https://archive.ph/WLpr9#selection-375.0-375.56" target="_blank">Article</a>]</strong> Twitter’s Rivals Try to Capitalize on Musk-Induced Chaos</li>
<li><strong>[<a href="https://arstechnica.com/gadgets/2022/12/googles-cost-cutters-come-for-waze-will-lose-status-as-independent-company/" target="_blank">Article</a>]</strong> Google’s cost-cutters come for Waze, will lose status as independent company</li>
</ul>
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<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://www.rte.ie/news/business/2022/1208/1340779-meta-dublin/" target="_blank">Article</a>]</strong> Meta scales back plans for Dublin headquarters</li>
<li><strong>[<a href="https://pytorch.org/get-started/pytorch-2.0/" target="_blank">Article</a>]</strong> Introducing PyTorch 2.0, our first steps toward the next generation 2-series release of PyTorch</li>
<li><strong>[<a href="https://about.fb.com/news/2022/12/avatars-on-whatsapp/" target="_blank">Article</a>]</strong> Express Yourself With Avatars on WhatsApp</li>
<li><strong>[<a href="https://news.sky.com/story/race-to-the-metaverse-the-fight-to-shape-the-future-of-the-internet-12744687" target="_blank">Article</a>]</strong> Race to the metaverse: The fight to shape the future of the internet</li>
<li><strong>[<a href="https://about.fb.com/news/2022/12/facebook-dating-age-verification/" target="_blank">Article</a>]</strong> Bringing Age Verification to Facebook Dating</li>
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<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://notesbylex.com/disputing-a-parking-fine-with-chatgpt.html" target="_blank">Article</a>]</strong> Disputing A Parking Fine with ChatGPT</li>
<li><strong>[<a href="https://www.theverge.com/2022/12/5/23493932/chatgpt-ai-generated-answers-temporarily-banned-stack-overflow-llms-dangers" target="_blank">Article</a>]</strong> AI-generated answers temporarily banned on coding Q&A site Stack Overflow</li>
<li><strong>[<a href="https://www.freethink.com/robots-ai/using-chatgpt" target="_blank">Article</a>]</strong> Five creative ways people are using ChatGPT</li>
<li><strong>[<a href="https://www.engraved.blog/building-a-virtual-machine-inside/" target="_blank">Article</a>]</strong> Building A Virtual Machine inside ChatGPT</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=qqxdsooKggE" target="_blank">Video</a>]</strong> ChatGPT, Explained: What to Know About OpenAI's Chatbot | Tech News Briefing Podcast</li>
<li><strong>[<a href="https://www.theguardian.com/commentisfree/2022/dec/11/chatgpt-is-a-marvel-but-its-ability-to-lie-convincingly-is-its-greatest-danger-to-humankind" target="_blank">Article</a>]</strong> ChatGPT can tell jokes, even write articles. But only humans can detect its fluent bullshit</li>
</ul>
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<article>
<header><strong>Data science / Programming</strong></header>
<ul>
<li><strong>[<a href="https://medium.com/codex/say-goodbye-to-loops-in-python-and-welcome-vectorization-e4df66615a52" target="_blank">Article</a>]</strong> Say Goodbye to Loops in Python, and Welcome Vectorization!</li>
<li><strong>[<a href="https://towardsdatascience.com/foundational-rl-markov-states-markov-chain-and-markov-decision-process-be8ccc341005?source=collection_tagged---------0----------------------------" target="_blank">Article</a>]</strong> Foundational RL: Markov States, Markov Chain, and Markov Decision Process</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=rti0Ozfeqn8" target="_blank">Video</a>]</strong> Neural Networks Made Simple with Tensorflow Playground</li>
<li><strong>[<a href="https://arstechnica.com/science/2022/12/deepminds-latest-ai-project-solves-programming-challenges-like-a-newb/" target="_blank">Article</a>]</strong> DeepMind’s latest AI project solves programming challenges like a newb</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=PUMMCLrVn8A&t=217s" target="_blank">Video</a>]</strong> Scrape Twitter with 5 Lines of Code</li>
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<details>
<summary role="button" class="outline" id="dec5">Monday, 5 December 2022</summary>
<strong>This week's theme: <i>spaCy</i></strong>
<blockquote>
<i>"spaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python."</i>
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<cite><a href="https://spacy.io/usage/spacy-101" target="_blank">Official website</a></cite>
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</blockquote>
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<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://gizmodo.com/tiktok-china-south-dakota-ban-bytedance-1849836201" target="_blank">Article</a>]</strong> South Dakota Bans TikTok From State Government Phones</li>
<li><strong>[<a href="https://www.theverge.com/2022/11/28/23481673/twitter-porn-spam-chinese-protests-obscuring-information" target="_blank">Article</a>]</strong> Twitter hit with wave of porn and spam obscuring tweets about China protests</li>
<li><strong>[<a href="https://www.businessinsider.in/tech/news/a-former-facebook-exec-says-an-employee-at-a-large-tech-company-once-complained-to-the-ceo-in-an-all-hands-meeting-about-the-quality-of-company-toilet-paper/articleshow/95865195.cms" target="_blank">Article</a>]</strong> A former Facebook exec says an employee at a 'large tech company' once complained to the CEO in an all-hands meeting about the quality of company toilet paper</li>
<li><strong>[<a href="https://arstechnica.com/information-technology/2022/11/disney-creates-ai-fountain-of-youth-for-actors/" target="_blank">Article</a>]</strong> Disney’s new neural network can change an actor’s age with ease</li>
<li><strong>[<a href="https://arstechnica.com/tech-policy/2022/12/darknet-markets-generate-millions-in-revenue-selling-stolen-personal-data/" target="_blank">Article</a>]</strong> Darknet markets generate millions in revenue selling stolen personal data</li>
<li><strong>[<a href="https://www.pnas.org/doi/10.1073/pnas.2105061118" target="_blank">Research paper</a>]</strong> People mistake the internet’s knowledge for their own</li>
</ul>
</article>
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<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://techcrunch.com/2022/11/28/whatsapp-rolls-out-a-feature-that-makes-it-easier-to-message-yourself/" target="_blank">Article</a>]</strong> WhatsApp rolls out a feature that makes it easier to message yourself</li>
<li><strong>[<a href="https://www.theverge.com/2022/11/30/23485732/sony-mocopi-motion-capture-metaverse-vr-avatar-announcement-price" target="_blank">Article</a>]</strong> Sony is getting into the metaverse with a new motion-tracking system</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=JQ0tRYaI8BY" target="_blank">Video</a>]</strong> Lessons from early days of Facebook: Chamath Palihapitiya</li>
<li><strong>[<a href="https://www.businessinsider.com/i-furnished-my-apartment-with-facebook-marketplace-meta-best-feature-2022-11?r=US&IR=T" target="_blank">Article</a>]</strong> Facebook Marketplace is Meta's best feature after I furnished my new apartment with used furniture</li>
<li><strong>[<a href="https://about.fb.com/news/2022/11/advancing-creative-expression-through-mixed-reality/" target="_blank">Official</a>]</strong> Advancing the Next Generation of Creative Expression Through Mixed Reality</li>
</ul>
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<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://github.com/huggingface/neuralcoref" target="_blank">Library</a>]</strong> Neuralcoref: Coreference Resolution in spaCy with Neural Networks</li>
<li><strong>[<a href="https://melaniewalsh.github.io/Intro-Cultural-Analytics/05-Text-Analysis/13-POS-Keywords.html" target="_blank">Article</a>]</strong> Part of Speech Tagging with spaCy</li>
<li><strong>[<a href="https://towardsdatascience.com/building-sentiment-classifier-using-spacy-3-0-transformers-c744bfc767b" target="_blank">Article</a>]</strong> Building a Sentiment Classifier using spaCy 3.0 Transformers</li>
<li><strong>[<a href="https://ner.pythonhumanities.com/03_02_train_spacy_ner_model.html" target="_blank">Article</a>]</strong> How to Train spaCy NER Model</li>
<li><strong>[<a href="https://www.nbshare.io/notebook/595607887/Understanding-Word-Embeddings-Using-Spacy-Python/" target="_blank">Article</a>]</strong> Understanding Word Embeddings Using spaCy</li>
<li><strong>[<a href="https://towardsdatascience.com/visualizing-part-of-speech-tags-with-nltk-and-spacy-42056fcd777e" target="_blank">Article</a>]</strong> Visualizing Part-of-Speech Tags with NLTK and spaCy</li>
<li><strong>[<a href="https://ashutoshtripathi.com/2020/09/04/word2vec-and-semantic-similarity-using-spacy-nlp-spacy-series-part-7/" target="_blank">Article</a>]</strong> Word2Vec and Semantic Similarity using spaCy</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>Data science / Programming</strong></header>
<ul>
<li><strong>[<a href="https://towardsdatascience.com/n-beats-time-series-forecasting-with-neural-basis-expansion-af09ea39f538" target="_blank">Article</a>]</strong> N-BEATS: Time-Series Forecasting with Neural Basis Expansion</li>
<li><strong>[<a href="https://towardsdatascience.com/dbscan-clustering-break-it-down-for-me-859650a723af" target="_blank">Article</a>]</strong> DBSCAN Clustering: Break It Down For Me</li>
<li><strong>[<a href="https://github.com/jupyterlite/jupyterlite" target="_blank">Software</a>]</strong> Jupyterlite: Wasm powered Jupyter running in the browser</li>
<li><strong>[<a href="https://threadreaderapp.com/thread/1597374826305318912.html" target="_blank">Article</a>]</strong> text-davinci-003, the new GPT-3 model from PpenAI</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=-DVyjdw4t9I" target="_blank">Podcast</a>]</strong> Guido van Rossum: Python and the Future of Programming</li>
<li><strong>[<a href="https://towardsdatascience.com/using-causal-ml-instead-of-a-b-testing-eeb1067d7fc0?source=collection_tagged---------3----------------------------" target="_blank">Article</a>]</strong> Using Causal ML Instead of A/B Testing</li>
<li><strong>[<a href="https://github.com/d3blocks/d3blocks" target="_blank">Library</a>]</strong> D3Blocks: The Python library to create stand-alone and interactive d3 charts.</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=d7KHAVaX_Rs" target="_blank">Video</a>]</strong> Just In Time (JIT) Compilers - Computerphile</li>
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<details>
<summary role="button" class="outline" id="nov28">Monday, 28 November 2022</summary>
<strong>This week's theme: <i>Time series forecasting made simple</i></strong>
<blockquote>
<i>"The old rule of forecasting was to make as many forecasts as possible and publicise the ones you got right. The new rule is to forecast so far in the future, no one will know you got it wrong."</i>
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<cite><a href="https://en.wikipedia.org/wiki/Ruchir_Sharma" target="_blank">Ruchir Sharma</a></cite>
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<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.tremendous.com/blog/the-perks-of-a-high-documentation-low-meeting-work-culture" target="_blank">Article</a>]</strong> The Perks of a High-Documentation, Low-Meeting Work Culture</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=JYVMuWGCtK4&t=166s" target="_blank">Short Video</a>]</strong> Amazon, Meta, Netflix: Why Big Tech Is Facing Massive Layoffs</li>
<li><strong>[<a href="https://www.theguardian.com/books/2022/nov/17/tiktok-to-sell-books-directly-to-users-via-marketplace" target="_blank">Article</a>]</strong> TikTok to sell books directly to users via marketplace</li>
<li><strong>[<a href="https://boonepeter.github.io/posts/2020-11-10-spotify-codes/" target="_blank">Article</a>]</strong> How do Spotify Codes work?</li>
<li><strong>[<a href="https://arstechnica.com/gadgets/2022/11/amazon-alexa-is-a-colossal-failure-on-pace-to-lose-10-billion-this-year/" target="_blank">Article</a>]</strong> Amazon Alexa is a “colossal failure,” on pace to lose $10 billion this year</li>
<li><strong>[<a href="https://archive.ph/LxrCn#selection-1605.0-1605.108" target="_blank">Article</a>]</strong> Leaked email shows that Twitter employees must send Elon Musk weekly updates of everything they've worked on</li>
<li><strong>[<a href="https://archive.ph/V0Pqa#selection-3275.0-3275.67" target="_blank">Article</a>]</strong> As Job Cuts Roil Silicon Valley, Workers Confront Post-Boom Reality</li>
<li><strong>[<a href="https://watcher.guru/news/elon-musk-shut-off-corporate-credit-cards-for-twitter-employees" target="_blank">Article</a>]</strong> Elon Musk Shut Off Corporate Credit Cards for Twitter Employees</li>
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</div>
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<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/" target="_blank">Article</a>]</strong> Meta CICERO: An AI agent that negotiates, persuades, and cooperates with people [Official]</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=2XFro0nIHQM" target="_blank">Short Video</a>]</strong> What is the Prophet Model</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=mHeWYQqafjY" target="_blank">Short Video</a>]</strong> Explain Like I’m 5: MMF [Official]</li>
<li><strong>[<a href="https://www.rte.ie/news/business/2022/1125/1338373-meta-ireland-ups-provision-for-regulatory-fines-by-2bn/" target="_blank">Article</a>]</strong> Meta Ireland ups provision for regulatory fines by €2bn as tax settlements worth €212m drag post-tax profits lower</li>
</ul>
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<header><strong>This week's theme</strong></header>
<ul>
<li><strong>[<a href="https://unit8co.github.io/darts/" target="_blank">Library</a>]</strong> DARTS: Time Series Made Easy in Python</li>
<li><strong>[<a href="https://pycaret.gitbook.io/docs/get-started/tutorials" target="_blank">Library</a>]</strong> PyCaret: An open-source, low-code machine learning library in Python</li>
<li><strong>[<a href="https://analyticsindiamag.com/a-guide-to-different-evaluation-metrics-for-time-series-forecasting-models/" target="_blank">Article</a>]</strong> A Guide to Different Evaluation Metrics for Time Series Forecasting Models</li>
<li><strong>[<a href="https://towardsdatascience.com/time-series-analysis-introduction-a-comparison-of-arma-arima-sarima-models-eea5cbf43c73" target="_blank">Article</a>]</strong> Time Series Analysis Introduction — A Comparison of ARMA, ARIMA, SARIMA Models</li>
<li><strong>[<a href="https://towardsdatascience.com/nonlinear-time-series-an-intuitive-introduction-7390aae8b446" target="_blank">Article</a>]</strong> Nonlinear Time Series — an intuitive introduction</li>
</ul>
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<article>
<header><strong>Data science</strong></header>
<ul>
<li><strong>[<a href="https://towardsdatascience.com/understanding-by-implementing-decision-tree-dd395867af7e" target="_blank">Article</a>]</strong> Understanding by Implementing: Decision Tree</li>
<li><strong>[<a href="https://towardsdatascience.com/yolov7-a-deep-dive-into-the-current-state-of-the-art-for-object-detection-ce3ffedeeaeb" target="_blank">Article</a>]</strong> YOLOv7: A Deep Dive into the Current State-of-the-Art for Object Detection</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=Wqmtf9SA_kk" target="_blank">Video</a>]</strong> House Price Prediction in Python</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=8gFrim7cTzI" target="_blank">Video</a>]</strong> Backpropagation in Neural Network with an Example By hand</li>
<li><strong>[<a href="https://towardsdatascience.com/songs-to-playlist-classification-using-nlp-1821c66b1a16" target="_blank">Article</a>]</strong> Songs to Playlist Classification Using NLP</li>
<li><strong>[<a href="https://www.blanchardjulien.com/posts/networkplots/" target="_blank">Article</a>]</strong> Network Graphs Part I: Python and JavaScript <strong>[Disclaimer: <i>you can consider this a sponsored article as I wrote it</i>]</strong></li>
</ul>
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<details>
<summary role="button" class="outline" id="nov21">Monday, 21 November 2022</summary>
<strong>This week's theme: <i>From SQL to Pandas</i></strong>
<blockquote>
<i>"Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language."</i>
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<cite><a href="https://pandas.pydata.org/" target="_blank">The Pandas project</a></cite>
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<header><strong>Business articles</strong></header>
<ul>
<li><strong>[<a href="https://www.youtube.com/watch?v=2pfcynxODJc" target="_blank">Short video</a>]</strong> Is FAANG f**ked?</li>
<li><strong>[<a href="https://www.zdnet.com/article/intels-new-deepfake-detector-can-spot-a-real-or-fake-video-based-on-blood-flow-in-video-pixels/" target="_blank">News</a>]</strong> Intel's new deepfake detector can spot a real or fake video based on blood flow in video pixels</li>
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</ul>
</article>
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<article>
<header><strong>You've heard of this at work</strong></header>
<ul>
<li><strong>[<a href="https://www.youtube.com/watch?v=e3L4VocZnnQ&t=509s" target="_blank">Video</a>]</strong> Multi-Armed Bandit : Data Science Concepts</li>
<li><strong>[<a href="https://engineering.fb.com/2022/11/16/culture/meta-code-review-time-improving/" target="_blank">News</a>]</strong> Move faster, wait less: Improving code review time at Meta</li>
</ul>
</article>
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<article>
<header><strong>This week's theme</strong><i> Pandas</i></header>
<ul>
<li><strong>[<a href="https://www.shanelynn.ie/summarising-aggregation-and-grouping-data-in-python-pandas/" target="_blank">Tutorial</a>]</strong> Shane Lynn walks us through different SQL-like <i>GROUP BY</i> statements using Pandas</li>
<li><strong>[<a href="https://sparkbyexamples.com/pandas/pandas-dataframe-query-examples/" target="_blank">Tutorial</a>]</strong> How to use Pandas' powerful <i>.query()</i> method for you traditional <i>WHERE</i> clause</li>
<li><strong>[<a href="https://pbpython.com/pandas-html-table.html" target="_blank">Tutorial</a>]</strong> Learn how to read <i>html</i> tables with Pandas!</li>
<li><strong>[<a href="https://www.dataquest.io/blog/plot-dataframe-pandas/" target="_blank">Tutorial</a>]</strong> Create basic charts for your <i>DataFrame</i> object using the built-in <i>.plot()</i> method</li>
<li><strong>[<a href="https://datatofish.com/join-pandas-dataframes-merge/" target="_blank">Tutorial</a>]</strong> Easily <i>JOIN</i> two <i>DataFrame</i> objects in this step-by-step guide</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=UURvPeczxJI&t=1767s" target="_blank">Video</a>]</strong> Matt Harrison is the Mozart of Pandas, and he's walking you through his <i>method chaining</i> approach</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=xi0vhXFPegw" target="_blank">Video</a>]</strong> A nice introduction on how to use Pandas for EDA</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=npNY5-451Nc" target="_blank">Video</a>]</strong> Load Database Tables Into Pandas</li>
<li><strong>[<a href="https://www.analyticsvidhya.com/blog/2022/11/essential-pandas-operations-you-must-bookmark-right-away/" target="_blank">Tutorial</a>]</strong> Essential Pandas Operations You Must Bookmark Right Away</li>
</ul>
</article>
</div>
<div>
<article>
<header><strong>Data science</strong></header>
<li><strong>[<a href="https://towardsdatascience.com/choosing-the-best-ml-time-series-model-for-your-data-664a7062f418?source=collection_home---------0----------------------------" target="_blank">Article</a>]</strong> Choosing the Best ML Time Series Model for Your Data</li>
<li><strong>[<a href="https://towardsdatascience.com/predicting-the-fifa-world-cup-2022-with-a-simple-model-using-python-6b34bdd4f2a5" target="_blank">Tutorial</a>]</strong> Predicting The FIFA World Cup 2022 With a Simple Model using Python</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=F3cxXNSdeQU" target="_blank">Video</a>]</strong> How to get TWITTER data and analyze it using Python</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=p15xzjzR9j0" target="_blank">Video</a>]</strong> Everything You Need To Know To Become a Python Master (2020)</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=K4V8gTR1y_U&t=877s" target="_blank">Video</a>]</strong> Stock Market Future Price Prediction Using Pycaret</li>
<li><strong>[<a href="https://www.youtube.com/watch?v=FTCpdNuIiZM" target="_blank">Video</a>]</strong> How to Use RNNs for Sentiment Analysis</li>
<li><strong>[<a href="https://www.analyticsvidhya.com/blog/2022/11/analyzing-and-comparing-deep-learning-models/" target="_blank">Tutorial</a>]</strong> Analyzing and Comparing Deep Learning Models</li>
<li><strong>[<a href="https://www.analyticsvidhya.com/blog/2022/11/hierarchical-clustering-in-machine-learning/" target="_blank">Tutorial</a>]</strong> Hierarchical Clustering in Machine Learning</li>
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