Natural Language Processing with Sequence Models

 After another month of hard work and dedication, I'm proud to share my third achievement of the #nlp #specialization by deeplearning.ai on Coursera:

"Natural Language Processing with Sequence Models"

Certificate: https://lnkd.in/ePJFsrf

What an exciting journey, once again making me review and understand more in-depth various topics and related papers such as:

- Word #embeddings
- Word2Vec (focus on #CBOW ), including data preparation, sliding windows, and architectural and implementation details and evaluation.
- #sentimentanalysis with #deepneuralnetworks
- #Trax, an innovative and powerful #deeplearning library by Google.
- Vanilla #RNN's , #GRU's and #LSTM networks; deep and bidirectional RNN's.
- Language generators using RNN's
- #NER (Named Entity Recognition)
- #siamese networks and #oneshot #learning in NLP, such as in the "Question Duplicates problem.

Just one more step into completing the certification!

#machinelearning #nlp #coursera #deeplearningai #ai #datascience #datascientist #machinelearningalgorithms