适用人群
It is mainly aimed at students who want to engage in data analysis/science in the financial industry. By completing popular big data projects in the industry, you will have an in-depth understanding of the most cutting-edge trends in the field of big data. Not only that, you will also be proficient in the skills, methods and thinking required for big data analysis. If you're eager to make your mark in the data-driven world of finance, this practical camp will be the ideal choice for you. Let us follow the wave of big data revolution and grasp the key to success!
你将收获
你将学习的技能
数据分析/工程/科学/可视化
SQL/Python/Rstudio/Tableau
课题介绍
Join our financial data analysis/science bootcamp and explore the infinite possibilities of data! Through this course, you will experience first-hand the huge changes that data analysis can bring to enterprises. We will teach you the most widely used data processing, analysis and visualization methods in the industry, enabling you to independently complete your own big data projects. What's more, through training, you will not only improve your technical skills, but also develop your soft skills. This will significantly enhance your application and job search background, making you stand out in the highly competitive field of financial data analysis.
We will fully understand the real-life applications of data analysis/science, improve interview skills, and ultimately achieve improved resume/interview pass rates and chances of getting your dream job. Let’s start your data science journey together!
课程大纲
The course design aims at mastering and applying key knowledge to help students achieve the transformation from students to quasi-professionals. In actual industry-like coaching, through the instructor's step-by-step guidance, students will personally experience the full work process of a data scientist:
In the financial market, the establishment and application of relational databases
Prediction of financial data Handling cleaning, visualization, exploratory analysis, feature engineering, descriptive analysis
Financial outlier analysis and final result presentation and interpretation, how to tell a good story
1
Introduction to data industry- Current job market in data field - Core skills in business/data analysis- Tools used in job searching/networking
考察：Q&A, Resume Walkthrough, Job posts research
授课2小时; 学习1小时
2
SQL and Relational Database Project: Project 1 The functionality of SQL and Relational Database in Finance/Banking/BigTech
考察：The basics of relational databases for storing and accessing data. The Structured Query Language (SQL), including joins, aggregations, subqueries, functions and Query optimization.
授课4小时; 学习4小时
3
Data Analytics and Visualization Project :Project 2 Customer Analysis for Purchase Transaction & Patient Behavior in Healthcare System
考察：Conduct exploratory data analysis (EDA): Use their coding skills to engineer new features from The core Data provided and eventually explain and defend The features.
授课3小时; 学习3小时
4
Anomaly Detection Project 3 Anomaly Detection in Credit Card/Healthcare Fraud
考察：Understand the schema of the Financial Markets Datasets provided- Apply one of the model strategy approaches to model for normal using one of the provided datasets and present the results.
授课3小时; 学习3小时
课程导师
