Nwamaka Imasogie – Medium

Nwamaka Imasogie

Nwamaka Imasogie

You don’t need big data to build a top performing AI model. You need good, high quality data.

Data Curation will be your competitive edge

Mar 10, 2023

You don’t need big data to build a top performing AI model. You need good, high quality data.

Mar 10, 2023

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

ClinicalBERT: Using Deep Learning Transformer Model to Predict Hospital Readmission

This work uses clinical notes with bidirectional transformers to predict hospital readmission using the first few days of notes in the ICU.

Jan 14, 2020

ClinicalBERT: Using Deep Learning Transformer Model to Predict Hospital Readmission

Jan 14, 2020

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

Deep Sequence Modeling

Whether it’s an audio waveform of your voice or a sentence we can think of this type of data as sequential because it consists of related…

Oct 17, 2019

Deep Sequence Modeling

Oct 17, 2019

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

Neural Networks & Word Embeddings

All modern NLP techniques use neural networks as a statistical architecture. Word embeddings are mathematical representations of words…

Oct 11, 2019

Neural Networks & Word Embeddings

Oct 11, 2019

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

Language Models & Lexicons

Generative vs Discriminative Classification, Hidden Markov Model, Dependency Parsing, Constituency, Text Classification, Precision, Recall

Sep 26, 2019

Language Models & Lexicons

Sep 26, 2019

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

NLP Terminology and Pre-Processing

Even though the majority of NLP state-of-the-art algorithms are primarily made up of deep learning, it’s important to understand the…

Sep 13, 2019

NLP Terminology and Pre-Processing

Sep 13, 2019

Nwamaka Imasogie
in
Nwamaka Imasogie’s Machine Learning and Artificial Intelligence Projects

Stand-Up Comedy and NLP

This natural language processing python project started from this tutorial https://www.youtube.com/watch?v=xvqsFTUsOmc. This project…

Jul 25, 2019

Stand-Up Comedy and NLP

Jul 25, 2019

Nwamaka Imasogie

Nwamaka Imasogie

fractional CTO (https://goto-cto.com) I’ve built and sold companies. I’ve hired engineering teams. I’ve raised capital. I’ve worked with early-stage startups.

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