deploy
Artificial Intelligence
Deploy ML Models with AWS Lambda & Ephemeral Storage Prerequisites 1. ML Model 2. Lambda Function 3. Docker Image 4. Infrastructure Limitations and making the Solution scalable
It's important to offer enough memory_size to the Lambda in addition to a big enough ephemeral_storage_size. Furthermore, we want to point the PYTORCH_TRANSFORMERS_CACHE directory to the /tmp directory to permit the Transformers library to...
Artificial Intelligence
Implementing a Machine Learning-Based Netflix Advice System using Apache Kafka and Python Step 1: Install Kafka and ZooKeeper in your machine Step 2: Download and extract...
: Our project might be to construct a advice system for Netflix users based on their viewing history. We'll use Apache Kafka to stream user’s viewing history to a machine learning model that can...
Artificial Intelligence
Helping firms deploy AI models more responsibly
Corporations today are incorporating artificial intelligence into every corner of their business....
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