Yassir Elrayah, PhD

Staff / Senior Data Scientist | AI & Machine Learning Engineer | Generative AI | Decision Science | Causal Inference | Geospatial Analytics | Researcher

[Yassir Elrayah, PhD @elrayah]

How does a Transformer turn text into predictions?

This visual breaks down the complete encoder–decoder architecture—from token embeddings and positional encoding to self-attention, cross-attention, and next-token prediction.

#AI #MachineLearning #Transformers #DataScience

[Madni Aghadi @hey_madni]

🚨 Breaking news:

Google just introduced ScreenAI, and it's wild.

This is going to transform the future of UX forever

Here's everything you need to stay ahead of the curve: 🧵 👇

[Yassir Elrayah, PhD @elrayah]

Are you interested to learn more about Data Science and how to be a Data Scientist? I will have a session with Intelligent Pattern Saturday 17th.. I hope to see you there

[Abdelrahman @3bdoo_omer]

#TalkAboutSudan

[Yassir Elrayah, PhD @elrayah]

@themedialanders In this sentence :)

[Yassir Elrayah, PhD @elrayah]

@Doyle_C_Beach 8+8+888+88+8 = 1000

[Yassir Elrayah, PhD @elrayah]

Geospatial analysis in Data Science

[Giuliano Liguori @ingliguori]

Would it be possible to become a #DataScientist in 60 days?
Via @ingliguori #ML #DataScience #BigData #Analytics #AI #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #CloudComputing #DataScientist #Linux #Programming #Coding #100DaysofCode #Flutter #Jupyter #DL #NLP #SQL

[Yassir Elrayah, PhD @elrayah]

Top Machine Learning Algorithms

[Yassir Elrayah, PhD @elrayah]

One of my favorite conferences

[Kirk Borne @KirkDBorne]

Understanding #NeuralNetworks — from Neurons to RNN (Recurrent NN) to CNN (Convolutional NN) to #DeepLearning — and Max Pooling explained: https://t.co/vBRf3XJfZ5
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#BigData #DataScience #AI #XAI #MachineLearning #Algorithms #Mathematics #abdsc

[Yassir Elrayah, PhD @elrayah]

It was a pleasure speaking today at #GDG #DevFest about geospatial analytics and machine learning

[Yassir Elrayah, PhD @elrayah]

When the physical and digital worlds meet!!! #technolgy #innovation

[Yassir Elrayah, PhD @elrayah]

I was blessed to be one of the participants in this enlightning workshop

[Trending @Trends4USA]

Judge Frank Caprio makes people cry... https://t.co/pLSGyshxy0

[Kirk Borne @KirkDBorne]

#MachineLearning #Algorithms explained — comprehensive overview: https://t.co/qFLYZKMC66 by @meheller
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#BigData #DataScience #AI #NeuralNetworks #DeepLearning #Analytics
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Graphics via @PwC https://t.co/zRho9Wv7l0

[Yassir Elrayah, PhD @elrayah]

I am so exited about #databricks kolas, Pandas API on Spark going open source #SparkAISummit

[vicki @vboykis]

New blog post: For the past couple years, I've been telling people who ask me for advice not to go into data science. Here's why: The data science job market is way oversaturated. Here's what they should do instead.
https://t.co/eamgGSMexW

[Yassir Elrayah, PhD @elrayah]

@MoSalah قمة فى الأخلاق .. واصل و ما تقيف .. ربنا يحفظك

[Yassir Elrayah, PhD @elrayah]

"Unless you try to do something beyond what you have already mastered, you will never grow.” Ronald E. Osborn