Nowadays, many AI models or machine learning models rely on GPUs for training. This is because GPUs have more cores compared to CPUs, allowing them to distribute tasks across multiple cores for parallel processing. Thus, GPUs play an increasingly important role in the AI era (should have invested in Nvidia earlier ðŸ˜). p.s. CPUs can perform a wider variety of tasks than GPUs, so they are still necessary and valuable.
Posted on Jun 22, 2023 by Amo Chen ‐ 1 min read
ChatGPT Prompt Engineering for Developers is a ’limited-time free’ course launched by AI industry leader Andrew Ng and OpenAI. It teaches developers how to integrate OpenAI’s LLM into your applications, such as for tasks like text summarization, sentiment analysis, translation, and grammar correction. However, the focus of the course isn’t on coding but on how to craft effective prompts. After all, having well-written prompts is key to ensuring the desired functionalities work accurately and effectively.
Posted on Apr 28, 2023 by Amo Chen ‐ 1 min read
The following article provides 8 examples of TypeScript code snippets before and after modification, showing us how to write more concise TypeScript. However, since TypeScript is actually a superset of JavaScript, some of these concepts are also applicable to JavaScript: Clean Code in TypeScript
Posted on Apr 23, 2023 by Amo Chen ‐ 1 min read
With the rise of containerization, more and more companies are adopting Kubernetes (or K8s) to run various containerized services within K8s clusters. Not only does this provide a standard approach for deployments (since everyone writes YAML configuration files to describe how services are deployed), it also offers more flexibility in system resource scheduling and scaling (using K8s commands makes it easy to adjust the number or resources of service containers). So usually, after learning Docker and docker-compose, the next step is to learn how to use K8s.
Posted on Mar 30, 2023 by Amo Chen ‐ 1 min read