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所在平台: Udemy |
课程主页: https://www.udemy.com/course/core-data-science-and-machine-learning/
课程评论：没有评论
课程名称：2023 核心：数据科学与机器学习 课程概述：这是一门雄心勃勃的课程，旨在直接教会你进入首份数据科学工作所需的知识。课程将重点教学，不包含冗余内容，不讲述与现实应用无关的主题。我们将深入探讨每一个新手数据科学家所需的核心主题和工具，包括 Python、R、SQL，以及实用的数学、统计、算法、Tableau 和 Excel。 课程将覆盖与三种不同职位类型相关的技能：数据分析师、通用数据科学家和机器学习工程师。你将从基础原理出发，学习当前实际应用中使用的主题和工具。为了确保内容的实用性，我们将避免讲授不必要或过于高级的内容。课程将由数据科学路线图指导，这是根据讲师多年的经验汇集而成的最佳资源。 此外，我们还将介绍工作中所需的每一种重要技术，包括 GitHub、Kaggle、云计算基础、网络开发和 Docker。课程包含200多个视频、阅读材料和作业，确保你能够做好充分准备，融入数据社区。如果你刚刚起步或希望填补知识空白，这门课程非常适合你！
This is an ambitious course. The goal here is simple: Only teach what you need to know for day 1 of your first data science job. No fluff, nothing out of context, no topics that are not relevant to real world applications. We will cover EVERY core topic and tool required for those new to data science: Python, R, SQL, Useful Math/Stats/Algorithms, Tableau, and Excel in depth. The course will cover skills that align with three different job types:- Data Analyst- General Data Scientist- Machine Learning EngineerYou can expect to learn from first principles the foundational topics and tools used in practice today. We will avoid topics that are not useful or are simply too advanced when starting out. Your journey will be guided by the Data Science Road Map, a collection of the best resources gathered through years of experience by the instructor.In addition, we will survey every important technology required on the job including GitHub, Kaggle, the basics of cloud, web development and docker. With over 200 videos, readings, and assignments, you can be sure you will be well prepared to join the data community.If you are just getting started or want to fill in some of your knowledge gaps this course is for you!
