-
Notifications
You must be signed in to change notification settings - Fork 0
/
2022_12_12_gazette.html
363 lines (356 loc) · 28.9 KB
/
2022_12_12_gazette.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
<!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>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="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>
<footer>
<cite><a href="https://openai.com/blog/chatgpt/" target="_blank">OpenAI's website</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<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>
</article>
</div>
<div>
<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>
</ul>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<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>
</article>
</div>
<div>
<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>
</ul>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<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>
<footer>
<cite><a href="https://spacy.io/usage/spacy-101" 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://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>
</div>
<div>
<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>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<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>
</ul>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<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>
<footer>
<cite><a href="https://en.wikipedia.org/wiki/Ruchir_Sharma" target="_blank">Ruchir Sharma</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<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>
<!-- <li><strong>[<a href="" target="_blank">Video</a>]</strong></li> -->
</ul>
</article>
</div>
<div>
<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>
</article>
</div>
</div>
<div class="grid">
<div>
<article>
<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>
</article>
</div>
<div>
<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>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
<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>
<footer>
<cite><a href="https://pandas.pydata.org/" target="_blank">The Pandas project</a></cite>
</footer>
</blockquote>
<div class="grid">
<div>
<article>
<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>
<!-- <li><strong>[<a href="" target="_blank">Video</a>]</strong></li> -->
</ul>
</article>
</div>
<div>
<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>
</div>
</div>
<div class="grid">
<div>
<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>
</article>
</div>
</div>
<a href="#pagetop">Back to top</a>
</details>
</main>
</body>
</html>