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Ernest Bonat, Ph.D.

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Ernest Bonat, Ph.D.

Machine Learning Applications in Genomics Life Sciences by Ernest Bonat, Ph.D.

Updated: Apr/27/2024

Apr 17, 2023

Machine Learning Applications in Genomics Life Sciences by Ernest Bonat, Ph.D.

Apr 17, 2023

Pinned

Ernest Bonat, Ph.D.

Apply Machine Learning Algorithms for Genomics Data Classification

Ernest Bonat, Ph.D., Bishes Rayamajhi, M.S.

Feb 3, 2021

Apply Machine Learning Algorithms for Genomics Data Classification

Feb 3, 2021

Ernest Bonat, Ph.D.

Apply Machine Learning Algorithms for Classification Drug Discovery Data

Updated: 05/13/2024

Apr 27

Apply Machine Learning Algorithms for Classification Drug Discovery Data

Apr 27

Ernest Bonat, Ph.D.

DNA Sequences Preprocessing Using PySpark Library

Updated 05/08/2024

Feb 24

DNA Sequences Preprocessing Using PySpark Library

Feb 24

Ernest Bonat, Ph.D.

ELT Package Development with 3-Tier Architecture for Data Engineering

1. Overview 2. Why do you need ETL for Data Engineering? 3. A Simple ETL 3-Tier Architecture 4. ETL Package Development Example 5. Extract…

Jan 23

ELT Package Development with 3-Tier Architecture for Data Engineering

Jan 23

Ernest Bonat, Ph.D.

Apply Machine Learning Algorithms to Classify Oregon Wildland Fire Triggers: Man-made or Nature…

Ernest Bonat, Ph.D., Dixie Downey

Dec 23, 2023

Apply Machine Learning Algorithms to Classify Oregon Wildland Fire Triggers: Man-made or Nature…

Dec 23, 2023

Ernest Bonat, Ph.D.

Advanced DNA Sequence Text Classification Using Natural Language Processing

1. Overview 2. Generate DNA Sequence K-mers Substrings 3. DNA Sequence Text Preprocessing for Machine Learning Algorithms 4. DNA Sequence…

Dec 21, 2023

Advanced DNA Sequence Text Classification Using Natural Language Processing

Dec 21, 2023

Ernest Bonat, Ph.D.

Fast DNA Sequence Data Loading — List vs. NumPy Array

Ernest Bonat, Ph.D.

Aug 9, 2023

Fast DNA Sequence Data Loading — List vs. NumPy Array

Aug 9, 2023

Ernest Bonat, Ph.D.

DNA Sequence String Conversion to Label Encoder for Machine Learning Algorithms

1. Overview 2. Convert DNA Label Encoder Class Object 3. Convert DNA Sequence String CSV File to DNA Label Encoder CSV File 4. Convert DNA…

Apr 18, 2023

DNA Sequence String Conversion to Label Encoder for Machine Learning Algorithms

Apr 18, 2023

Ernest Bonat, Ph.D.

Advanced DNA Sequences Preprocessing for Deep Learning Networks

Introduction DNA Sequence One-hot Encoder Review DNA Sequence One-Hot Encoder Padding DNA Sequence Dataset Cleaning Splice-junction Gene…

Mar 29, 2023

Advanced DNA Sequences Preprocessing for Deep Learning Networks

Mar 29, 2023

Ernest Bonat, Ph.D.

Ernest Bonat, Ph.D.

I’m a Senior Machine Learnig Developer. I work on Machine Learning application projects for Life Sciences using Python and Python Data Ecosystem.

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