ERIC J. CHAN
@Applying Data Science and Machine Learning to Industry !!!
Seeking full-time Employment Opportunities!!!
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Portfolio
Data Science Projects
1. Towards Understanding the Relationship Between the Availability of Mental Health Care and the Incidence of Crime. A Statistical Exploration of USA Healthcare Shortage Areas and Reported Crime Data from the FBI Crime Database.
2. How Well Does ML Extract Simple Logic??? Project Slides
3. NLP as a Tool for Mental Health Diagnosis ???
Project Slides Project summary
4. Rapid Analysis of X-ray Images for Crystalline Materials Using Convolutional Neural Networks.
(IOD Data Science and AI Certification: Capstone Project)
Project Slides
Project Report
Clone the notebook from here !!!
1. Generate Random Datapoints
2. Train the CNN
3. Test Regeneration/Decoding
4. Make Predictions with the CNN
The Online Notebook Preview in Separate Parts:
Start Here!!!1. Generate Random Datapoints
2. Train the CNN
3. Test Regeneration/Decoding
4. Make Predictions with the CNN
Foundational Data Science and AI Skills
Python, Pandas, Numpy, Data Visualization, Data Cleansing, Data Manipulation, SQL, Tableau.
Core Machine Learning Skills
Scikit learn, Keras, Tensorflow.
Data Science Soft Skills
Problem Solving, Collaboration, Leadership, Emotional Intelligence.
Molecular Modeling and Simualtions:
Live Dashboards and ML-Deployment Demos:
