ArcGen Programming & AI Academy
在2022-23学年推出面向6-10年级学生的课程
由著名科创教练IEEE(电气与电子工程师协会)高级会员Dr. Meng主讲
“为中学生做好科创知识布局和编程技能提升”
陪跑USACO, ISEF, STS, AJAS, GSF, 黑客松MIT Appathon等竞赛
使学生在申请名校时脱颖而出！
课程特色：
● Intensive programming courses that develop all-around computational thinking and vision for secondary school students.
强化编程课，为中学生培养全方位的计算思维和视野。
● Covers programming fundamentals, algorithms and data structures for USACO, artificial intelligence & machine learning, and mobile app development.
涵盖编程基础、USACO（美国计算机奥林匹克竞赛）的算法和数据结构，以及人工智能和机器学习、和移动应用程序开发。
● Utilizes innovative and effective teaching methods, designed and taught by experienced instructors.
采用创新和有效的教学方法，由经验丰富的教师设计和教授。
● courses will be taught in MIT App Inventor, a fully-featured programming environment widely recognized as the best learning platform for new coders.
使用最有利于编程初学者的科创编程平台MIT App Inventor，以后学习Python, C++, Java等语言更易上手。
详询Dr. Meng: yu_meng@hotmail.com
课程介绍：
| Course | Course Description |
| MIT AI2 – 101 编程基础 | MIT App Inventor 2 installation, MIT AI2 Companion sync, Designer, Blocks, |
| Programming Basics | Variables and Scopes, Data Types, Logic Controls on Conditions/Loops, |
| Prerequisite: No. | Abstraction, Basic Data Structures with List and Dictionary, Functions. No |
| prior programming experience is required but good to have. When they exit, | |
| students are assigned a USACO problem to solve. | |
| MIT AI2 – 201 人工智能 | 5 Core Concepts: Multilayer Networks, Convolutional Neural Networks, |
| Artificial Intelligence | Transfer Learning, Recurrent Neural Networks, and Embedding & Generative |
| Prerequisite: MIT AI2 – 101. | Models and 8 Core Skills: scoping a problem, choosing datasets, creating |
| datasets, choosing models, modifying models, creating models, modifying | |
| learning rates, and training & testing. We are the only known institution that | |
| leads students to solve all 8 artificial intelligence projects proposed in MIT | |
| official site. Prerequisite: MIT AI2 – 101. | |
| MIT AI2 – 202 奥计铜牌 | Introduction to USACO programming competition. Data structures, controls |
| USACO Bronze Algorithms | and algorithms for the Bronze Division competition. Solving USACO Bronze |
| Prerequisite: MIT AI2 – 101. | Division problems in MIT AI2. Guidance for students to convert your MIT AI2 |
| solution to C++, Java or Python code. This course is uniquely proposed by | |
| ArcGen, and is proven to be effective. | |
| MIT AI2 – 203 科技插件 | Implementation of advanced technologies in mobile applications with |
| Tech Bots | components in MIT AI2, including Multimedia, Cloud Computing, Database, |
| Prerequisite: MIT AI2 – 101. | Web development, Interactive Maps, Network Connection with Bluetooth and |
| Wi-Fi connectivity, and Internet of Things (IoT). Students are encouraged to | |
| participate in MIT Appathon, an annual competition across all countries. Our | |
| students won first place at Team Youth, and other prizes, in 2021. | |
| MIT AI2 – 204 物联网 | Microprocessors, Raspberry Pi setup, remote control, Linux & shell commands |
| Internet of Things with | using terminal. electronics basics, IoT architecture, GPIO pins, Python |
| Raspberry Pi | scripting, MIT App Inventor as a wireless control panel and dashboard. |
| Prerequisite: MIT AI2 – 101. | Control LEDs through Bluetooth, WiFi and Node Red protocols. Password |
| protection, Sensor readings, Motor controls. |
详询Dr. Meng: yu_meng@hotmail.com
