Completed
Load the Data
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Amazon Machine Learning to Predict Responses
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 About Me
- 3 General Uses of Machine Learning
- 4 When to Use Machine Learning
- 5 What Machine Learning is Not
- 6 When NOT to Use Machine Learning
- 7 Predictive Policing
- 8 Study by University of Pennsylvania
- 9 United Kingdom (UK) Metropolitan Police
- 10 Pittsburgh, Pennsylvania Police Department
- 11 Chicago Police Department (CPD)
- 12 How Machines Learn
- 13 Binary
- 14 Multiclass
- 15 Regression
- 16 Unsupervised Learning
- 17 Answerable Questions
- 18 Reinforcement Learning
- 19 The Machine Learning Process
- 20 Obtain Data
- 21 Crime Conclusions Based on Analysis
- 22 Prepare & Load Data
- 23 Prepare Data
- 24 Sample Data Observation
- 25 Lessons Learned
- 26 Load the Data
- 27 Create Datasource
- 28 Datasource Mapping Exercise
- 29 Datasource Created
- 30 Sanity Check Data (cont.)
- 31 Create (Train) Model (cont.)
- 32 Learning Algorithm
- 33 Linear Models
- 34 Enable the Model for Predictions
- 35 Enable Model for Real-Time Predictions
- 36 SAM Front End
- 37 Main Event Handler
- 38 Preparing the Response
- 39 Retrieving Crime Prediction
- 40 Test Results from Lambda Console
- 41 Deleting a Real-Time Endpoint
- 42 Things to Note
- 43 Machine Blas
- 44 Future of Machine Learning
