Guest

• Kevin Scott 
  • https://thekevinscott.com
  • Twitter @thekevinscott
  • Deep Learning with JS by Kevin Scott

Related Episodes

• Episode 34: Server-Side Swift with Tim Condon

Related Links

• Deploying Core ML models using Vapor - Fritz.AI

Sponsors

• Specialize in helping businesses build apps for iPhone, iPad, Mac and Apple Watch
• 10 years of experience developing for a variety of Apple platform
• Helping dev shops which lack experience with Apple platforms and Swift

• Do you have a product or service which can target our ever growing community of developers as well as technology and business leaders? 

What is Machine Learning

• Teaching Machines to Predict Based On Data
• Having Machines Mimic Behavior
• Subgroup with Artificial Intelligence

How Developers and Companies Can Get Started 

• Data Preparation
• “There's the joke that 80 percent of data science is cleaning the data and 20 percent is complaining about cleaning the data”
• Using Pre-Trained Models
• Using AWS SageMaker 
• JS vs Python vs R vs Julia vs Swift
• The Advent of Server-Side Swift in ML
• Preparing Enough Data or Using Synthetic Data
• Using Augmented Data

What are the different types of Machine Learning?

• Statistical Learning using Structured Data
• Transfer Learning with Neural Networks
• Model Training 

Examples and Usage of Machine Learning

• Predictions Based On Structured Data
• Sound Filtering
• Computational Photography
• Image Classification and Enhancement
• Health Care (while respecting Privacy)
• Augmented Reality
• Audio Transcription

Where And How To Implement ML

• Any Apps which use Rich Media (i.e. Image, Audio, etc...)
• Server-Side vs Client-Side
• Future of using ML with Text
• What's the future of Machine Learning

Social Media

Credits

• Steven Lipton