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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-zero-to-hero/
课程评论：没有评论
课程名称：数据科学从零到英雄 课程概述：你准备好进入数据科学的转型之旅了吗？《数据科学从零到英雄：完整训练营》是你掌握成功数据科学家所需核心概念和实用技能的全方位指南。本课程将带你从基础知识走向高级技术，确保你拥有扎实的基础和实践经验。 我们将从数据科学的简介开始，探索“数据故事”并理解“数据是新石油”的原因。你将发现数据科学家的角色及其所需的基本技能。接下来，我们将深入学习Python编程，这是数据科学的基石。从Python基础知识到数据操作和分析，你将系统地掌握。 然后，我们会探讨统计学，这是数据科学的重要组成部分。你将理解诸如百分位数、箱线图、正态分布、假设检验和线性方程等关键概念。接着，我们将学习SQL，掌握数据管理和查询的方法。 课程的核心在于机器学习。在这里，你将学习并实施线性回归、逻辑回归、决策树、集成模型和聚类等算法。你将通过真实项目来构建和部署这些模型。最后，我们还将涵盖模型部署和面试准备，帮助你掌握启动数据科学事业所需的工具。 本课程旨在为任何希望学习数据科学的人设计，无论你的背景如何。无论你是初学者还是希望提升技能的人，这个训练营都会逐步指导你。今天就报名，开始你成为数据科学英雄的旅程吧！
Are you ready to embark on a transformative journey into the world of Data Science? 'Data Science Zero to Hero: The Complete Bootcamp' is your all-in-one guide to mastering the core concepts and practical skills needed to become a successful Data Scientist. This course takes you from the very basics to advanced techniques, ensuring you gain a solid foundation and hands-on experience.We'll begin with an introduction to Data Science, exploring 'The Data Story' and understanding why 'Data is the new oil.' You'll discover the role of a Data Scientist, and the essential skillsets required. Then, we dive into Python programming, the cornerstone of Data Science. You'll learn everything from Python basics to data manipulation and analysis.Next, we'll delve into Statistics, a crucial component of Data Science. You'll grasp key concepts like percentiles, boxplots, normal distribution, hypothesis testing, and linear equations. We'll then move on to SQL, mastering data management and querying.The heart of the course lies in Machine Learning, where you'll learn and implement algorithms like Linear Regression, Logistic Regression, Decision Trees, Ensemble Models, and Clustering. You'll work on real-world projects to build and deploy these models. Finally, we'll cover Model Deployment and Interview Preparation, equipping you with the tools to launch your Data Science career.This course is designed for anyone eager to learn Data Science, regardless of their prior experience. Whether you're a beginner or looking to enhance your skills, this bootcamp will guide you step-by-step. Enroll today and start your journey to becoming a Data Science hero!
