|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-machine-learning-beginners/
课程评论：没有评论
**Coursera 课程总结：Python与机器学习入门** 本课程是一位为零基础或有一定编程基础的学习者设计的综合性Python与机器学习入门课程。通过本课程，您将能够： * **掌握Python编程：** 从编写第一个"Hello, World!"程序开始，学习Python的基础语法、桌面编程以及面向对象和函数式编程技术。 * **入门机器学习：** 了解机器学习的基本概念，并学习如何在Python中使用机器学习技术。 * **熟悉核心库：** 熟练运用NumPy、Pandas、Matplotlib、scikit-learn、Keras等关键的Python库进行数据处理、分析和可视化。 * **应用预测与分类技术：** 学习并应用“朴素贝叶斯”和决策树等强大的预测和分类技术。 * **实践机器学习应用：** 掌握如何利用机器学习技术对数据序列进行预测、识别数据中的聚类、自动分类数据样本以及识别手写数字。 * **迈向AI领域：** 课程旨在帮助您获得现代计算机技能，为投身人工智能革命做好准备，并具备申请Python相关职位的潜力。 课程特色： * **手把手教学：** 代码编写过程完全透明，并提供详细的讲解，将编程和数学概念分解为易于理解的简单步骤。 * **实践导向：** 课程包含建议性练习，帮助您巩固所学知识。 无论您是编程新手还是已有其他语言经验，本课程都将引导您从基础到能够编写包含人工智能技术的复杂程序，让您的软件具备自动学习和完成任务的能力。
This course teaches you computer programming in Python from scratch, and also the basics of machine learning in Python.With this course you can become part of the Artificial Intelligence revolution.You'll learn:How to write programs in PythonThe basics of desktop programming in PythonObject-oriented programming and functional programming techniquesHow to use machine learning techniques in your codeThe basics of visualising and analysing dataNumpy, Pandas, Matplotlib, scikit-learn, Keras and morePowerful prediction and classification techniques "naive Bayes" and decision trees.How to use ML techniques to make predictions about data series, spot clusters in data, automatically classify data samples and recognise handwritten digits.Whether you're a complete beginner with coding or already know some Python or another language, this course can help give you modern computer skills to the point where you could apply for Python jobs, where available.Python is one of the most popular programming languages today and is especially popular because of its support for machine learning and artificial intelligence.This courses takes you all the way from writing your first "hello world" Python program to being able to write complex programs incorporating artificial intelligence techniques in which your software can automatically learn how to complete tasks.I'll type all code right in front of you and explain how it works, breaking down programming and mathematical concepts into simple steps, and with suggested exercises throughout.
