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Introduction
How It Works
Prerequisites
Administrator Account and Organisation Creation Application Creation Data Set Requirements
Step 1: Data Cleanup Step 2: Data Transformation Step 3: Upload to S3 Bucket Step 4: Sharing S3 Bucket Access to Xineoh’s API
Applications, Datasets and Schemas
Applications
Application Types
Datasets and Schemas
Minimum Requirements for Datasets and Schemas Customising Datasets and Schemas
Steps in Building a Recommender with the API
Step 1: Batch Upload Step 2: Build Data and Structures for Training and Testing Step 3: Train Model Step 4: Test Model Step 5: Optimise Meta Parameters Step 6: User-Clustering - Run Clustering, View Trade-Off, Choose Cluster Count Step 7: Item-Clustering - Run Clustering, View Trade-Off, Choose Cluster Count Step 8: Cold Start Users Step 9: Cold Start Items Step 10: Transfer Data from Hadoop to MySQL Step 11: Get Recommendations
Sample Implementation - Movielens 25M Dataset
S3 Bucket Creation Login as Organisation First Application Download MovieLens Preprocessed Data Upload Data to S3 Bucket Building the Recommender
Uploading S3 Bucket data to Xineoh Platform Build Data Train Test Optimization User Clustering and Trade-Off Item Clustering and Trade-Off Hadoop Transfer
First Recommendations
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Applications, Datasets and Schemas

  1. Applications
    • Application Types
  2. Datasets and Schemas
    • Minimum Requirements for Datasets and Schema
    • Customising Datasets and Schemas
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Industries
Media & Entertainment E-Commerce Retail
Solutions
Available Xineoh Media Recommender Xineoh Product Recommender Xineoh Segmenter In Alpha Xineoh Anti-Churn Xineoh Demand Predictor Xineoh Inventory Optimizer Xineoh Pricer
Developers
Getting Started API Documentation
Case Studies
Jet Kevro Leading African Entertainment Company International E-commerce Retailer Real-Time Brand Ordering Machine Learning Case Study
Xineoh
Contact Team Careers Media
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