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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-with-python/
课程评论：没有评论
课程名称：Python机器学习 课程概述： 在科技行业，如果你关注相关动态，会发现机器学习和Python在过去几年中的影响力持续扩大。将这一新兴的编程语言与重要的技术发展结合起来，会产生怎样的奇迹？本课程将帮助你认识机器学习的现状，迈出成为机器学习专家的第一步。 课程内容： - 理解什么是机器学习及其应用 - 探索Python如何使用机器学习 - 从基础构建机器学习处理 - 深入复杂逻辑与数据结构 提升Python技能： 无论你是拥有一些编程或Python基础的学习者，还是更倾向于初学者的角色，本课程都非常适合你。每个模块以理论开始，帮助你理解即将学习的概念。你将在掌握基础后，通过代码演示将知识应用于实践。课程旨在从零开始构建程序化的机器学习，帮助学生更深入理解数据处理的内部机制。在创建每个机器学习应用时，课程会提供详细的解释和注释，帮助学生理解不同处理方式的原因。代码演示会实时展示构建过程。 课程内容结构： 首先介绍机器学习的基本概念，然后着手构建你的第一个机器学习应用。接下来，我们将讨论数据分析、线性代数、自然语言处理和聚类等内容，均以Python为背景。完成课程后，学员将获得结业证书，并全面了解Python与机器学习的世界。 机器学习简介： 机器学习是一种数据分析方法，使计算机能够自主“学习”，而无需明确编程。以Facebook为例，当你停止滑动阅读朋友或页面的动态时，算法会自动调整，以确保你将来在动态中更早看到来自这些来源的内容。 通过本课程，你将为进入机器学习的未来做好准备。
If you're plugged into the tech industry, you'll know that two things have been making consistent waves in many areas over the past few years; machine learning and Python. What happens when you combine the new gold standard programming language with the most significant tech development in areas such as financial trading, online search, digital marketing and even data and personal security (among others)? Great things, that's what. This course will show you what's what, and get you started on becoming a machine learning guru. Learn the New Future of Programming Understand what machine learning is and what it can do Discover how Python utilises machine learning Build machine learning processing from the ground up Delve into complex logic and data structures Increase Your Python Expertise If you have a desire to learn machine learning concepts and have some previous programming or Python experience, this course is perfect for you. If you're more of a beginner than an intermediate, don't worry; each module starts with theory to explain upcoming concepts. Once you're comfortable, you'll put your knowledge into practice with a code walk through. The goal of this course is to build procedural machine learning from the ground up. Writing processing from scratch allows students to gain a more in-depth insight into data processing, and as each machine learning app is created, explanations and comments are provided to help students understand why things are being done in certain ways. Each code walk through also shows the building process in real time. The course begins with an introduction to machine learning concepts, after which you'll build your first machine learning application. Following that, we look at data analysis, linear algebra, natural language processing and clustering, all within the context of Python. At the end of the course, you'll be issued with a certificate of completion and will have gained a full introduction into the world of machine learning with Python. What is Machine Learning? Machine learning is a method of data analysis that essentially allows computers to ‘learn' on their own without being explicitly programmed. For example, when you stop scrolling through Facebook to read a friend or a page's post, algorithms automatically work to make sure you'll see more content from those sources earlier in your news feed in future.
