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OpenAI’s ChatGPT vs Amazon Lex

2023-06-25T03:35:43+00:00

What is ChatGPT? OpenAI’s ChatGPT is an improved version of the GPT3 (Generative Pre-trained Transformer, released in 2020) language model specifically designed to generate human-like text for chatbot applications. ChatGPT is trained on a large dataset of conversation transcripts and is able to generate appropriate responses to a wide range of inputs, including questions and prompts. ChatGPT uses a transformer architecture, which is a type of neural network designed for natural language processing tasks. ChatGPT’s language model is fined-tuned with supervised learning and reinforcement learning which means that human feedback is included in the training process. The training process includes [...]

OpenAI’s ChatGPT vs Amazon Lex2023-06-25T03:35:43+00:00

AWS Certified Cloud Practitioner Exam Experience

2023-05-15T05:24:21+00:00

The AWS Certified Cloud Practitioner exam is a popular certification for individuals looking to demonstrate their knowledge of the Amazon Web Services (AWS) cloud platform. This certification is suitable for individuals who are new to the AWS cloud and those who want to validate their understanding of the core AWS services and their use cases. The exam covers a wide range of topics, including the fundamentals of cloud computing, the AWS global infrastructure, the core AWS services, and their use cases, security and compliance, and pricing and billing. To pass the exam, individuals must have a good understanding of these [...]

AWS Certified Cloud Practitioner Exam Experience2023-05-15T05:24:21+00:00

AWS re:Invent 2022 Announcements for AWS Machine Learning Engineers and Data Scientists

2023-04-27T03:58:46+00:00

Every year, professionals all around the world attend the most transformative tech event —  AWS re:Invent. Here, a LOT of new AWS services and capabilities are announced and discussed. In this post, we will focus on the major announcements relevant to data scientists and ML engineers! A Gentle Introduction to Amazon SageMaker The major announcements discussed in this post focus on SageMaker, so we will spend a paragraph or two quickly talking about the service.  Amazon SageMaker is the machine learning platform of AWS that helps solve a variety of requirements of data scientists, developers, and machine learning practitioners in [...]

AWS re:Invent 2022 Announcements for AWS Machine Learning Engineers and Data Scientists2023-04-27T03:58:46+00:00

AWS re:Invent 2022 Highlights

2023-06-25T03:45:45+00:00

If you’re new to AWS and haven’t heard of re:Invent, this is a global cloud community event where AWS announces new features and services. You also get to meet like-minded IT professionals who are eager to learn more about cloud computing. For November 28, 2022 - December 2, 2022, the biggest, most comprehensive, and the most vibrant event will be held again in Las Vegas. In this article, we’re going to take a look at the list of new services and updates on existing AWS services. New AWS services  Name  Description  Amazon CodeCatalyst (Preview) A unified software development service  Amazon [...]

AWS re:Invent 2022 Highlights2023-06-25T03:45:45+00:00

What is Prometheus?

2023-04-28T01:11:08+00:00

What is Prometheus? Prometheus is an open-source system monitoring and alerting toolkit originally built at SoundCloud. This tool's primary function is to collect and store metrics as time series data. For example, suppose you have a running web application that is too slow. You can use Prometheus to determine the response time of a web server or the number of active connections/queries in a database.  Features: Multi-dimensional data model with time series data identified by metric name and key/value pairs Time series are collected using a pull model over HTTP.  PromQL (Prometheus Query Language) lets the user select and aggregate [...]

What is Prometheus?2023-04-28T01:11:08+00:00

What is Grafana?

2023-04-28T01:13:25+00:00

What is Grafana? Grafana is an open-source analytics and interactive visualization web app. When connected to supported data sources, it displays charts, graphs, and alerts on the web. The product is described as a "complete observability stack,” which includes everything you need to interact with your data.   How It Works To visualize and analyze data in a dashboard, you’ll need to set up the following: Server - produces the data that you want to visualize. Data Source - a connection set up to a database from a server. Grafana - queries the data source for information to display in [...]

What is Grafana?2023-04-28T01:13:25+00:00

How to View your Actual AWS Bill if you have AWS Credits

2022-11-25T18:22:15+00:00

Having AWS Credits can significantly reduce the cost of your cloud resources in your AWS account. However, there are some changes in your AWS Billing and Cost Management console that you must be aware of, to ensure that you still understand the running cost of your cloud services. You can easily view the actual bill of your Amazon Web Services (AWS) account on the Bills page by default, which you can access via the Billing Dashboard. This screen will show you your total AWS bill, payment summary, AWS service charges, tax invoices, and many other info. It's a straight-forward process, [...]

How to View your Actual AWS Bill if you have AWS Credits2022-11-25T18:22:15+00:00

My AWS Certified Solutions Architect Professional SAP-C02 Exam Experience

2023-04-28T01:21:42+00:00

I just passed the latest version of the AWS Certified Solutions Architect Professional SAP-C02! What a way to end the year strong! In this short article, I'll quickly discuss what this SAP-C02 exam is all about and the different things that can help you pass this mind-boggling test.  The New AWS Certified Solutions Architect Professional Exam The AWS Certified Solutions Architect - Professional SAP-C02) exam is one of the two Professional-level certification tests of the AWS Certification program. This particular exam is meant for individuals who perform a solutions architect role in their current company/organization. The SAP-C02 exam validates the [...]

My AWS Certified Solutions Architect Professional SAP-C02 Exam Experience2023-04-28T01:21:42+00:00

Amazon Managed Streaming for Apache Kafka (Amazon MSK)

2024-07-16T06:38:12+00:00

Bookmarks Concepts Security Monitoring Pricing Amazon MSK Cheat Sheet A service that uses fully managed Apache Kafka to ingest and process streaming data in real-time. Concepts Configuration If you do not specify a custom MSK configuration, a default configuration will be assigned to a cluster. You can use the custom configuration to new or existing MSK clusters. MSK configurations allow you to specify the properties to be set as well as the values to be assigned to them. MSK Serverless A cluster type that enables you to run Apache Kafka without the need [...]

Amazon Managed Streaming for Apache Kafka (Amazon MSK)2024-07-16T06:38:12+00:00

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