I need to get as fast at prototyping and validating deep learning models as I am at prototyping and validating web apps. This requires investment in:

• Knowing/understanding a few tools deeply and intimately
• Understanding core concepts deeply
• Investing in custom tooling and infrastructure where it makes sense