About Me

Education

• USYD Alumni - Eng. (Mechatronics) + Med Sc.
• PhD candidate (finishing this year 🤞)

Professional

• BTI (Co-founder)
• Cochlear (Snr Mechatronics Engineer)
• ResMed (Snr Design Engineer)
• Harrison.ai (Snr AI Engineer)
• Author - Data Science and ML books
  • Applied Supervised Learning in Python
  • Applied Unsupervised Learning in Python
  • SQL for Data Analytics

https://www.harrison.ai/

Harrison.ai is a clinician-led healthcare artificial intelligence (AI) company. Our mission is to continuously innovate and commercialise more efficient and affordable healthcare products and services for healthcare providers and patients. Harrison.ai uniquely combines exceptional deep learning expertise with clinical experience to develop and deploy healthcare AI solutions

• Existing products

Deep Learning Tips and Tricks

1. Know your data!!!!
2. Carefully consider how you split your data.
3. Start simple.
4. Change one thing at a time.
5. Don’t get impatient.
6. Source control: data + source code
7. Data augmentation

Kaggle

• Great for practice and trying new techniques
• Great for job hunting and advertising
• Bad for creating a product

Q&A

1. What are the benefits and applications for using the Linear SVM supervised classification-based segmentation?

Source: https://dzone.com/articles/comparison-between-deep-learning-vs-machine-learni