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我要报名
适用人群
It is mainly aimed at students with zero foundation, changing majors who want to enter the data field, or students with a data background. From easy to difficult, they will consolidate essential industry practical skills such as SQL, Python, Tableau, etc., learn industrial project applications, enhance relevant experience in data positions, and improve Job search background quickly.
你将收获
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你将收获处理大数据,进行数据支持的商业决策分析的能力
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你将收获Tesla导师推荐信
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你将收获硅谷内推
你将学习的技能
数据处理
数据可视化
机器学习
课题介绍
This bootcamp is divided into two parts. The first part: mainly explains and breaks through one by one the technical knowledge points, difficulties and test points needed for data positions. Part 2: Integrate data processing, data visualization, machine learning and other knowledge, experience real business cases, solve business problems end-to-end from the perspective of a data/business analyst, and lay the foundation for future work.
课程大纲
The total duration of the bootcamp is 12 hours. After online communication between the tutor and the students (assigning tasks related to software learning and guiding students to use SQL, Python, Tableau and other data analysis and visualization tools), the tutor will sort out knowledge points and explain examples according to the students&#39; situation. Provide students with unique data analysis cases, using methods including: data processing, cleaning data, visualization, machine learning, etc., and finally submit two data analysis project research reports
1
Intro to Data Analytics + Project Roadmap
考察:Q&A
授课1小时; 学习1小时
2
数据可视化分析(Tableau实战应用) Data analytics using Tableau visualization
考察:Data visualization
授课2小时; 学习2小时
3
Getting familiar with Python functions for data analytics Python 基础算法使用 Python 进阶:Pandas/NumPy
考察:Python coding tasks
授课3小时; 学习4小时
4
Getting familiar with SQL for data analytics SQL 基础语法使用 SQL 进阶语法使用
考察:SQL coding tasks
授课4小时; 学习4小时
5
Project: Work with a real business problem 数据分析综合实战 Apply SQL, Python, and visualization skills
考察:综合能力,end-to-end数据分析案例
授课2小时; 学习5小时
课程导师
Lawrence
Lawrence
企业LOGO

经历

Tesla高级数据分析师
Roland Berger战略咨询经历
熟悉DA申请流程及硬软技能辅导
有丰富的end-to-end辅导经验

教育

UT Austin数学与计算机专业