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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-for-absolute-beginners-level-3/
课程评论：没有评论
**课程名称：** 机器学习新手入门 - 级别 3 **课程概述：** 本课程是“机器学习新手入门”系列培训的第三部分，专注于通过数据可视化来执行探索性数据分析 (EDA)。您将学习如何使用 Python 中流行的 Matplotlib 和 Seaborn 库来创建各种图表，以深入了解数据集。 **核心内容：** * **Matplotlib 基础：** 掌握 Matplotlib 的基本用法，用于创建静态、交互式和动画可视化。 * **Seaborn 基础：** 学习 Seaborn 的核心概念，它是一个基于 Matplotlib 的更高级的 Python 数据可视化库，可以创建美观且信息丰富的统计图形。 * **选择合适的图表：** 理解不同类型图表的功能，并学会根据数据的性质和分析目标选择最合适的图表。 * **图表类型详解：** * **条形图家族：** 条形图、分组条形图、堆叠条形图、棒棒糖图。 * **饼图与树地图：** 饼图、树地图。 * **线图与面积图：** 线图、面积图、堆叠面积图。 * **分布图：** 直方图、密度图、箱形图、蜂群图。 * **关系图与相关性图：** 散点图、相关图、热力图、六边形分箱图。 **学习方式：** 每部分内容都附带练习和完整解决方案，方便您巩固所学知识。 **课程价值：** 通过本课程，您将获得通过数据可视化理解和分析数据集的实用技能，为进一步深入机器学习和数据科学领域打下坚实基础。
Unleash the Power of MLMachine Learning is one of the most exciting fields in the hi-tech industry, gaining momentum in various applications. Companies are looking for data scientists, data engineers, and ML experts to develop products, features, and projects that will help them unleash the power of machine learning. As a result, a data scientist is one of the top ten wanted jobs worldwide!Machine Learning for Absolute BeginnersThe "Machine Learning for Absolute Beginners" training program is designed for beginners looking to understand the theoretical side of machine learning and to enter the practical side of data science. The training is divided into multiple levels, and each level is covering a group of related topics for a continuous step-by-step learning path. Level 3 - Data Visualization with Matplotlib and SeabornThe third course, as part of the training program, aims to help you to perform Exploratory Data Analysis (EDA) by visualizing a dataset using a variety of charts. You will learn the fundamentals of data visualization in Python using the well-known Matplotlib and Seaborn data science libraries, including:Matplotlib fundamentalsSeaborn fundamentalsSelecting the right chart for the right jobBar, Grouped Bar, Stacked Bar, Lollipop chartsPie, Three-map chartsLine, Area, Stacked Area chartsHistogram, Density, Box-and-Whisker, Swarm chartsScatter, Correlogram, Heatmap, Hexbin chartsEach section has a summary exercise as well as a complete solution to practice new knowledge.The Game just Started!Enroll in the training program and start your journey to become a data scientist!
