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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-computing-school/
课程评论：没有评论
Coursera 课程《面向数据科学新手：从零到英雄的机器学习》课程总结： 本课程旨在教授机器学习基础知识，特别侧重于帮助学员通过数据科学职位的机器学习面试。课程将帮助学员： * **通过工作面试和技术测试：** 重点教授面试官关注的知识点，避免无关的理论。 * **避免常见错误：** 帮助学员避免在实际工作中浪费时间和金钱的常见新手错误。 * **为实际工作做好准备：** 教授行业专家所需的实用技能和理解。 **课程亮点：** * **面试导向：** 课程内容精炼，聚焦于职场面试中真正重要的知识。 * **零基础友好：** 无需编程经验或高级数学知识，适合完全的初学者。 * **行业专家设计：** 由在招聘方面有经验的行业专家根据企业需求精心设计。 **课程适合人群：** * **应届毕业生：** 准备进入数据科学领域的学生。 * **转行者：** 希望转行到数据科学领域的专业人士或学者。 * **初学者：** 想要首次接触机器学习和数据科学的零基础人士。 **与学术课程和训练营的区别：** * **区别于学术课程：** 避免花费大量时间讲解在面试中不常出现的微积分和线性代数等理论知识，而是聚焦于实际应用。 * **区别于训练营：** 强调“知其然，更知其所以然”，避免“黑箱式”教学，帮助学员真正理解机器学习的底层原理，而非仅仅学习工具的使用。 本课程在理论深度和实际应用之间取得了平衡，帮助学员打下坚实的机器学习基础，同时避免了不必要的信息。
This course will teach you the foundations of machine learning. The content was especially designed to help you pass machine learning interviews for data science jobs. The course will help you:Pass job interviews and technical quizzesAvoid rookie mistakes that waste companies' time and moneyBe prepared for real work.Important stuff about this course:You won't spend hours learning stuff that never comes up in a job interview.Total beginners are welcome; coding experience or advanced math knowledge are not required.It was designed by an industry expert who's been on the hiring side of the table and knows what companies are looking for.This course will be of great help if you are:A student who wants to prepare for work in data science after graduating.An established professional or academic who wants to switch careers to data science.A total beginner who wants to dabble in machine learning and data science for the first time.How is this different from an academic course or a bootcamp?In academic courses, your teacher spends hours speaking about calculus and linear algebra, but then none of that comes up in a job interview! That in-depth knowledge certainly has a place but is not what most companies are looking for.In bootcamps you tend to learn how to use many tools but not how they work under the hood. This black-box knowledge is what companies want to avoid the most in applicants!This course sits in between-you gain foundational knowledge and truly understand machine learning, without spending time on unimportant stuff.
