In previous AI Daily classes, I have mentioned the importance of Prompt Engineering several times: AI Daily @20230413: Prompt Engineering 02 — Principles AI Daily @20230412: Prompt Engineering AI Daily @20230411: The Three Levels of Prompts and Three “Never Thought Of!” Despite this, I was still stunned when I saw…

HuggingGPT has recently gained significant attention in the field of Agents, enabling language models like ChatGPT to leverage various models from the HuggingFace community. …

Great writing, very enlightenning to me. BTW, the diagrams are beautiful too. Can you tell me what tools do you use to draw the graphs?

Recently I used namedtuple and dataclass to do some data ETL work. This is about how namedtuple & dataclass works. namedtuple Tuple having field names References: https://www.geeksforgeeks.org/namedtuple-in-python/ https://realpython.com/python-namedtuple/ Init from collections import namedtuple ​ # Declare a namedtuple Student = namedtuple('Student', ['name', 'age', 'hobby']) ​ # init a namedtuple s1 = Student('Bob', '19', 'basketball') ​ # access the namedtuple by…

原文：AI日课@20230407：别为下一代过虑；现在多多体验产品 学习1：园丁与木匠 读《园丁与木匠》，看到这一段话： 我们成年人容易错误地估计技术变革的影响，原因之一是它对成人和孩子有着非常不同的影响。像许多其他人一样，我觉得互联网把我的经验和生活变得支离破碎。但这并不只是互联网本身造成的，而是因为我作为一个成人进入了数码世界。 。。。 孩子大脑的注意力和学习能力的运作方式则完全不同于成人。年轻的动物和人类有着分布更广的胆碱类神经递质，这让他们不需要专注和计划就能学习了。一切新鲜的事物，无论是多么令人惊讶的，还是看似无用的或杂乱无章的，年轻的大脑都能让孩子轻松地掌握这些庞杂的信息。 于是，在数码时代长大的孩子将会像我们掌握阅读能力一样，自然地掌握这个时代特有的技术。 每一代人都会面临他们自己的媒介环境和科技水平，下一代人会比上一代人更加适应当前被我们视为“高科技”的东西。现在被我们称作是“革命”的AI，在现在的小朋友眼里，可能也就平平无奇。AI伴随他们成长，并衍生出适合他们的文化和社会形态，就像我们被称作是数字原住民一样，他们成了AI原住民。

This is my practices on HTML&CSS in order to develop the front-end of websites. References MDN HTML HTML basics CSS basics HTML Basics HTML element A HTML document describes the content of a web page, which contains many HTML elements:

最近工作中会涉及到前端工作，因此要用到JavaScript，故而学习一波。参考： https://developer.mozilla.org/en-US/docs/Web/JavaScript/Language_Overview 环境准备：Jupyter Notebook + IJavaScript 打算在Jupyter Notebook中使用JavaScript，便于交互式的学习和探查。于是找到了IJavascript这 …

This article records my practices on python data structures. 0. References See: https://realpython.com/python-data-structures/ https://www.geeksforgeeks.org/python-collections-module/#ordereddict https://docs.python.org/3/library/collections.html#collections.OrderedDict The following code snippets are initially run in jupyter notebook. %autosave 10 Autosaving every 10 seconds Part 1: Dictionaries, Maps, HashTables

In order to build a data playground enabling the engineers to explore data collected by autonomous cars, I am trying to deploy Apache Zeppelin as a component of data platform. Introduction Apache Zeppelin is: "Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala, Python, R and…