Doing all things Machine Learning

Spain
Joined October 2018
Aziz Chebaane retweeted
La voz revela más de lo que imaginas 🧠 IA analiza patrones del habla para detectar señales tempranas de deterioro cognitivo. Con @Chebaane7 en T3chFest 10.
1
3
333
¡Voy a dar una charla en @T3chFest 10! Exploramos cómo la inteligencia artificial puede ayudar en la detección del deterioro cognitivo a través del análisis de rasgos lingüísticos. t3chfest.es/2025/programa/de…
1
2
244
Aziz Chebaane retweeted
End of the programmer's day
169
1,673
250
12,827
838,500
Aziz Chebaane retweeted
How to improve API performance? The diagram below shows 5 common tricks to improve API performance. 1. Pagination This is a common optimization when the size of the result is large. The results are streaming back to the client to improve the service responsiveness. 2. Asynchronous Logging Synchronous logging deals with the disk for every call and can slow down the system. Asynchronous logging sends logs to a lock-free buffer first and immediately returns. The logs will be flushed to the disk periodically. This significantly reduces the I/O overhead. 3. Caching We can cache frequently accessed data into a cache. The client can query the cache first instead of visiting the database directly. If there is a cache miss, the client can query from the database. Caches like Redis store data in memory, so the data access is much faster than the database. 4. Payload Compression The requests and responses can be compressed using gzip etc so that the transmitted data size is much smaller. This speeds up the upload and download. 5. Connection Pool When accessing resources, we often need to load data from the database. Opening the closing db connections add significant overhead. So we should connect to the db via a pool of open connections. The connection pool is responsible for managing the connection lifecycle. Over to you: What other tricks do you use to improve API performance? – Subscribe to our weekly newsletter to get a Free System Design PDF (158 pages): blog.bytebytego.com/
41
482
7
2,065
232,751
Aziz Chebaane retweeted
May the forks be with you. Always.
51
791
47
4,974
425,904
Aziz Chebaane retweeted
A survey of LLMs with a practical guide and evolutionary tree. Number of LLMs from Meta = 7 Number of open source LLMs from Meta = 7 The architecture nomenclature for LLMs is somewhat confusing and unfortunate. What's called "encoder only" actually has an encoder and a decoder (just not an auto-regressive decoder). What's called "encoder-decoder" really means "encoder with auto-regressive decoder" What's called "decoder only" really means "auto-regressive encoder-decoder" github.com/Mooler0410/LLMsPr…
75
694
69
2,929
649,666
Aziz Chebaane retweeted
I believe we need open-source alternatives to ChatGPT for more transparency, inclusivity, accountability and distribution of power. Excited to introduce HuggingChat, an open-source early prototype interface, powered by OpenAssistant, a model that was released a few weeks ago. – at Normandy Shores, FL
56
378
53
1,815
235,919
Aziz Chebaane retweeted
/1 How many API architecture styles do you know? Architecture styles define how different components of an application programming interface (API) interact with one another.
27
299
12
1,371
117,786
Aziz Chebaane retweeted
DINOv2: open source vision system trained with Self-Supervised Learning.
Announced by Mark Zuckerberg this morning — today we're releasing DINOv2, the first method for training computer vision models that uses self-supervised learning to achieve results matching or exceeding industry standards. More on this new work ➡️ bit.ly/3GQnIKf
23
131
7
1,173
257,071
Aziz Chebaane retweeted
i’d quit on the spot if I was informed all the backend spaghetti I’ve written over the years was being published online
Algorithm goes open source at noon Pacific Time
12
48
3
659
155,642
Aziz Chebaane retweeted
80
280
90
3,306
575,836
What and where to cache, a really good primer! Pic: DesignGurus.org
7
218
3
1,006
73,456
Aziz Chebaane retweeted
How does foreign exchange in payments work? If you like this, I’m doing a bigger breakdown of this in our newsletter: blog.bytebytego.com
1
47
1
210
30,957
869
3,287
325
66,364
6,020,215
Aziz Chebaane retweeted
working on a new medium article, Postgres vs MySQL with examples. We are going deep into the bowls of these DBMSs
4
32
334
29,106
Aziz Chebaane retweeted
Engineers of the future listening to ChatGPT
9
30
4
258
17,337
Aziz Chebaane retweeted
/1 8 Data Structures That Power Your Databases. Which one should we pick?
70
1,163
14
4,766
507,167
Aziz Chebaane retweeted
What is CI/CD? How does it help us ship faster? Is it worth the hassle? In this video, we will talk about: - How it works - Some of the most popular tools - Does it help us ship faster - Trade-offs Watch and subscribe here: lnkd.in/gNNfSnPs
4
62
274
27,127
Aziz Chebaane retweeted
Let's learn about some basic server types.
39
1,089
11
4,707
341,894