用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

National Taiwan University via Coursera

Go to Course: https://www.coursera.org/learn/pbc3

Introduction

# Course Review: 用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3)) ## Overview If you're looking to enhance your programming skills while applying them directly to business-related problems, then the course "用 Python 做商管程式設計(三)" (Programming for Business Computing in Python (3)) on Coursera is a fantastic choice. This course is the third installment in a series designed to teach Python from the ground up, with a special focus on solving computational problems within the business management domain. The course's unique approach sets it apart from traditional programming courses. Instead of mundane examples like prime factorization or sorting algorithms, this course plunges into real-world issues that business professionals face, such as production, logistics, inventory management, investment, and pricing strategies. You will not only learn the fundamentals of programming and computational thinking but also how to leverage these concepts to make informed business decisions. ## Course Structure The course is segmented into several engaging modules, each with its unique focus: 1. **Classes and Objects (C01)**: Understanding the principles of Object-Oriented Programming (OOP) in Python, which is essential for building efficient and reusable code. 2. **Statistical Graphing with Matplotlib (C02)**: Learn how to create detailed statistical graphs and visualizations to interpret and present data effectively. Matplotlib is a powerful library, and mastering it is a key skill for any aspiring data analyst or scientist. 3. **Computational Applications in Economics (C03)**: Delve into how programming can be applied to economic equilibrium analysis, thereby gaining insight into financial modeling and market analysis. 4. **Window Programming with TkInter (C04)**: Discover the basics of building graphical user interfaces (GUIs) using TkInter, letting you create interactive applications that can enhance user experience. 5. **Web Scraping (C05)**: Uncover techniques to gather data from the web, a crucial skill in a data-driven marketplace where business intelligence is key to competitive advantage. 6. **Machine Learning (C06)**: An introductory module to machine learning, introducing concepts that are becoming increasingly relevant in business analytics and decision-making. ## Target Audience This course is meticulously tailored for beginners who wish to grasp programming and its application in business contexts. Whether you're a student aiming to develop relevant skills, a professional seeking to enhance your analytical capabilities, or someone interested in entering the field of data science, this course will provide a strong foundation. ## Recommendation I highly recommend "用 Python 做商管程式設計(三)" for anyone interested in harnessing the power of programming to tackle business challenges. The integration of practical applications with programming fundamentals means you'll leave the course not just with theoretical knowledge, but also with hands-on experience solving real-world problems. The course is well-structured, with lessons that build on each other, ensuring a coherent learning progression. The instructors offer clear explanations, and there are ample opportunities for practice through assignments that relate directly to business scenarios. In conclusion, this course can be a transformative experience for anyone looking to bridge the gap between programming skills and business applications. Engage with Python in a way that feels relevant, practical, and exciting. Enroll today, and start your journey towards becoming proficient in programming while solving critical business problems!

Syllabus

C01 類別與物件

C02 用matplotlib 繪製統計圖

C03 程式演算在經濟學的應用

C04 用 tkInter 做視窗程式設計

C05 網路爬蟲

C06 機器學習

Overview

本系列課程從零開始,教授一般認為最適合初學者的程式語言「Python」,目標是讓大家在完成本課程之後,一方面獲得程式設計與運算思維的基本概念,一方面也能獨立寫出能解決運算問題的程式。本課程和一般程式設計課程最不同的地方,在於它是以解決商管領域的運算問題為導向,因此課程不會只含有質因數分解、紅球白球排列組合、三角不等式、萬年曆、數字排序等傳統程式設計課程的範例與作業,而是包含了生產、物流、存貨、投資、定價等問題,讓大家在學會程式設計的同時,也直接體會程式設計與資訊技術在商管領域的各種應用。 本系列課程共分為三門課程。本門課程做為第三門課程,將介紹類別與物件、以 Python 繪製統計圖表、程式演算在經濟學均衡分析的應用,以及圖形化使用者介面的設計。

Skills

Reviews

It's very practical. The teacher expressed knowledge with clear and logic flow.

If you want to learn something fundamental or meaningful, this course is the best choice.

好棒的课程!每一周都能够学到新的知识。老师上课特别认真。我最喜欢的是第三周,编程计算与经济学的的关联。另外,第二周学到的作图,一些知识点我已经在工作中运用了。非常期待老师今后能把前沿知识再次介绍给我们。再一次感谢老师!