|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/pcadtm-certified-associate-in-data-analytics-with-python/
课程评论：没有评论
**Coursera Python数据分析师认证（PCAD）课程总结** 本课程旨在授予学员Python数据分析师认证（PCAD™），证明他们在Python数据采集、清洗、处理、建模、分析和可视化技术方面具备熟练的技能。该认证突显了持证者在数据分析领域的专业知识，包括在不确定性下的决策、数据驱动的决策、预测建模和模型选择。此外，该课程还将评估学员使用Python进行文件处理和执行编程操作的能力，重点是NumPy、Pandas、Matplotlib、Seaborn和SciKit-Learn库。 **PCAD™认证考试信息：** * **考试名称：** PCAD™ - Certified Associate in Data Analytics with Python * **考试代码及当前版本：** PCAD-31-0x (预计2023年第一季度推出) * **先决条件：** 无 * **有效期：** 5年（除非重考或获得PCPD认证） * **考试时长：** 试题部分：65分钟，保密协议/教程：10分钟 * **题目数量：** 40题 * **题型：** 单选题和多选题 * **语言：** Python 3.x * **通过分数：** 70% * **考试语言：** 英文 * **费用：** 考试：295美元；考试+练习题：319美元；练习题：49美元 **课程内容与技能评估：** PCAD™ - Certified Associate in Data Analytics with Python认证（考试PCAD-31-0x）是一项专业的、高风险的资格认证，旨在评估考生在以下方面的Python编程任务能力： * 数据挖掘、导入、清洗和准备 * 数据处理和统计分析 * 数据集的汇总和可视化 * 使用简单的机器学习算法进行预测性数据建模 * 构建Python数据科学解决方案 PCAD™认证证明个人熟悉以下概念： * 数据分析的基本概念、方法论和最佳实践 * 数据提取和挖掘 * 文件处理（CSV、HTML、JSON） * 使用NumPy和Pandas进行数据分析 * 使用Matplotlib和Seaborn进行数据可视化 * 使用SciKit-Learn进行机器学习和数据建模 **通过PCAD™认证，持证者将：** * 增强其数据分析和编程技能的信心。 * 在就业市场上脱颖而出。 * 为向专业级别迈进做好准备并获得优势。
PCAD™ - Certified Associate in Data Analytics with Python certification validates that the individual demonstrates proficiency in Python data acquisition, cleaning, manipulation, modeling, analysis, and visualization techniques. The credential confirms the holder's expertise in the field of data analytics, such as decision-making under uncertainty, data-based decision-making, predictive modelling, and model selection, as well as measures their skills in using Python for file processing and performing programming operations with the use of the NumPy, Pandas, Matplotlib, Seaborn, and SciKit-Learn libraries.PCAD™ certification gives its holders confidence in their data analytics and programming skills, helps them stand out in the job market, and gives them a head start on preparing for and advancing to the professional level.PCAD™ Certification Exam Information:Exam name: PCAD™ - Certified Associate in Data Analytics with PythonExam Code & Current Exam Versions: PCAD-31-0x (Status: Coming Q1 2023)Pre-requisites: NoneValidity: 5 years (unless retaken or PCPD is earned)Exam Duration: Exam: 65 minutes, NDA/Tutorial: 10 minutesNumber of Questions: 40Format: Single- and multiple-select questions Python 3.xPassing Score: 70%Languages: EnglishCost:USD 295 (Exam) USD 319 (Exam + Practice Test) USD 49 (Practice Test)PCAD™ - Certified Associate in Data Analytics with Python certification (Exam PCAD-31-0x) is a professional, high-stakes credential that measures the candidate's ability to perform Python coding tasks related to mining, importing, cleaning, and preparing data for analysis, manipulating data and performing statistical analyseson them, summarizing and visualizing datasets, using simple machine learning algorithms to perform predictive data modeling, and building Python solutions for data science purposes. The PCAD™ certification shows that the individual is familiar with the following concepts: basic concepts, methodologies, and best practices in data analytics, data extraction and mining, file processing (csv, html, json, data analytics with NumPy and Pandas, data visualization with Matplotlib and Seaborn, machine learning and data modeling with SciKit-Learn.
