Hi there. You know data science is one of the hottest fields recently. Learning data science is a challenge. You should definitely read these articles to become a modern data scientist.
1️⃣ Transformers
📌 Transformers enable the processing of sequences in a parallel method.
🔗 https://arxiv.org/pdf/1706.03762.pdf
2️⃣ BERT
📌 BERT is an NLP model based on transformers.
🔗 https://arxiv.org/pdf/1810.04805.pdf
3️⃣ StyleGAN
📌 StyleGAN is a generative adversarial network (GAN) introduced by Nvidia researchers in December 2018, and made source available in February 2019.
🔗 https://arxiv.org/pdf/1812.04948.pdf
4️⃣ CLIP
📌 CLIP is a neural network trained on a variety of (image, text) pairs.
🔗 https://arxiv.org/pdf/2103.00020.pdf
5️⃣ The game of Go with deep neural networks
📌 This paper revealed AlphaGo which defeated the European Go champion by 5 games to 0.
🔗 https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf
6️⃣ DNN for YouTube Recommendations
📌 This paper mentions the architecture of Deep Learning models used for recommendations on YouTube.
🔗 https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/45530.pdf