PinnedErnest Bonat, Ph.D.Machine Learning Applications in Genomics Life Sciences by Ernest Bonat, Ph.D.Updated: Apr/27/2024Apr 17, 2023Apr 17, 2023
PinnedErnest Bonat, Ph.D.Apply Machine Learning Algorithms for Genomics Data ClassificationErnest Bonat, Ph.D., Bishes Rayamajhi, M.S.Feb 3, 20219Feb 3, 20219
Ernest Bonat, Ph.D.Apply Machine Learning Algorithms for Classification Drug Discovery DataUpdated: 05/13/2024Apr 27Apr 27
Ernest Bonat, Ph.D.ELT Package Development with 3-Tier Architecture for Data Engineering1. 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 23Jan 23
Ernest Bonat, Ph.D.Apply Machine Learning Algorithms to Classify Oregon Wildland Fire Triggers: Man-made or Nature…Ernest Bonat, Ph.D., Dixie DowneyDec 23, 2023Dec 23, 2023
Ernest Bonat, Ph.D.Advanced DNA Sequence Text Classification Using Natural Language Processing1. Overview 2. Generate DNA Sequence K-mers Substrings 3. DNA Sequence Text Preprocessing for Machine Learning Algorithms 4. DNA Sequence…Dec 21, 2023Dec 21, 2023
Ernest Bonat, Ph.D.Fast DNA Sequence Data Loading — List vs. NumPy ArrayErnest Bonat, Ph.D.Aug 9, 2023Aug 9, 2023
Ernest Bonat, Ph.D.DNA Sequence String Conversion to Label Encoder for Machine Learning Algorithms1. 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, 2023Apr 18, 2023
Ernest Bonat, Ph.D.Advanced DNA Sequences Preprocessing for Deep Learning NetworksIntroduction DNA Sequence One-hot Encoder Review DNA Sequence One-Hot Encoder Padding DNA Sequence Dataset Cleaning Splice-junction Gene…Mar 29, 20231Mar 29, 20231