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KPLI Informasi Forum / Key components of Artificial Intelligence include:
« pada: Maret 15, 2024, 09:13:05 AM »
Key components of Artificial Intelligence include:

Machine Learning (ML): ML is a subset of AI that focuses on the development of algorithms enabling computers to learn from data. Instead of being explicitly programmed, systems can improve their performance over time through learning from patterns and experiences.

Natural Language Processing (NLP): NLP enables machines to understand, interpret, and generate human language. It involves tasks like language translation, sentiment analysis, and speech recognition.

Computer Vision: Computer vision allows machines to interpret and understand visual information from the world. It involves tasks such as image and video recognition, object detection, and facial recognition.

Robotics: AI is used in robotics to create intelligent machines capable of performing tasks autonomously. This includes applications in manufacturing, healthcare, and various industries.

Expert Systems: These are computer systems designed to emulate the decision-making ability of a human expert in a specific domain. They use rules and knowledge bases to make decisions or provide recommendations.

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KPLI Informasi Forum / Understanding AWS Lambda and API Gateway
« pada: November 07, 2023, 03:52:57 PM »
Understanding AWS Lambda and API Gateway
Before we jump into free trial options, let's briefly understand what AWS Lambda and API Gateway are:

AWS Lambda: AWS Lambda is a serverless compute service that lets you run code without provisioning or managing servers. It's ideal for executing code in response to events, such as changes to data in an Amazon S3 bucket or updates to a DynamoDB table. You can use Lambda to build serverless applications, automate tasks, or create custom backends for web and mobile apps.

AWS Course in Pune


API Gateway: AWS API Gateway is a managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale. It acts as a front door for applications to access data, business logic, or functionality from your back-end services, such as Lambda functions.

AWS Free Tier
AWS offers a Free Tier that allows new customers to get started with a range of AWS services, including AWS Lambda and API Gateway, at no cost for a limited time. The AWS Free Tier is designed to give you hands-on experience with these services, but it's essential to be aware of the specific terms and limitations. Here's how the Free Tier works for AWS Lambda and API Gateway:

AWS Lambda Free Tier
With AWS Lambda, the Free Tier includes:

1 million free requests per month: You can run code in response to events, such as API Gateway requests or S3 object uploads, up to 1 million times per month for free.

400,000 GB-seconds of compute time per month: The Free Tier covers compute time, measured in GB-seconds, to run your code.

Provisioned concurrency: You get 3.2 million seconds of provisioned concurrency per month, allowing for better control over function scaling.

API Gateway Free Tier
For AWS API Gateway, the Free Tier covers:

1 million API calls per month: You can create, publish, and maintain APIs that receive up to 1 million API calls per month for free during the first 12 months.

Unlimited data transfer: The Free Tier offers unlimited data transfer out to the internet, making it suitable for serving APIs to a wide user base.

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