E-Commerce Customer Purchasing Behaviour Analysis on Google Cloud

Top Rated

4.96

Build an interactive dashboard for an e-commerce client, analyze user behaviour and patterns following the industry's best practices, and provide actionable recommendations.

  • Analytical Skills: BigQuery (SQL), Python, Google Cloud Platform

  • Industry Knowledge: Metrics Identification, Data Cleaning, Data Visualization, User Segmentation, Interactive Dashboard, Storytelling, Reporting, Presentation

Master user behavior analysis and secure a job in

  • Industry Level Experience

    The project is designed by hiring managers to replicate the day-to-day work. Gain industry level experience and certificates.

  • Pay After Hire

    If you are a student or full-time job seeking. Start learning with $0 before landing a job.

  • Professional Community

    Network with over 400 data professionals and employers, expanding your opportunities and industry connections.

  • Experience with Reference Support

    Add this Freelancing work experience on your resume and standout from the peers.

    Top Talents Only*

  • Direct Employer Connections

    Brave will present your profile to Employers and Hiring Managers directly.

    Top Talents Only*

  • Master the Game of Interview

    Practice the storytelling of this project with the GPT-powered hiring manager. Master the game of interview.

    Top Talents Only*

Project Details & Milestones

Step-by-step instructions on how to use advanced SQL & Python to tackle industry-level data problems on the Cloud. Impress your hiring managers with a business-first dashboard.

  • Requirement gathering and environment setup on the Google Cloud Platform

    - Google Cloud Platform (GCP)

    - Google Analytics

  • Basic and advanced SQL for data analysis on BigQuery

    - Database Schema

    - Exploratory Data Analysis

    - Regular Expressions

    - Data Cleaning

    - Data transformation

    - Query Optimization

    - Interview questions on SQL

  • Metrics and KPIs in data analysis

    - E-commerce Domain Knowledge

    - E-commerce metrics (retention, conversion etc.)

    - Metric calculation via SQL

    - Derive metrics for other industries

    - Interview questions on metrics

  • Creating effective data visualizations with storytelling

    - Introduction to dashboard development in Looker Studio/Tableau

    - Presentation and storytelling

    - Interview questions on project storytelling

  • Customer segmentation analysis with business insights

    - Basics

    - Business insights and strategic planning

    - A/B Testing

    - Python / Pandas / Matplotlib / Scipy

    - Challenge(top talents): case study and presentation

  • Put together everything you learned and buit into a compelling presentation. Demo the dashboard and we will send it to client to get reviewed

Showcase Your Work: Dashboard + Certificate

Create a multi-tab, cloud-hosted dashboard to showcase your achievements and impress hiring managers. Earn a certificate to showcase the Skills applied, Dashboard Demo, Source code and Business Impact.

Certificate Example

Connect with 400+ Data Professionals

  • Directly interact with the project lead and participants to get your questions answered.

  • Network with data professionals across various companies and industries.

  • Access more free learning materials.

  • Unlock referral and job opportunities.

Meet the Project Instructor

Yiming Chen (LinkedIn)

Machine Learning Engineer, Loblaw Digital

Austin, a seasoned professional in e-commerce and retail, will share the secret practices he uses daily. Learn from Austin to develop your expertise in analyzing user purchasing behaviors.

No More “Need Experience to Gain Experience”

Start gaining industry-level experience today. Pay later, after getting hired.

Top Talent Program

Deliver the final challenge and add this experience as a Freelancing Experience on your resume.

Experience with Reference Support

Add your project as Freelancer Work Experience on your profile once qualified. Receive written reference support upon request to boost your career growth.

Direct Employer Connections

Brave will promote your profile to subscribed hiring managers, increasing your visibility and job prospects.

Practice with GPT-powered Hiring Manager

Ever found yourself couldn’t tell a good story on the work you completed? Practice with GPT-powered hiring manager with project context, polish and perfect your storytelling skills.

Try First 2 Sections For Free, Choose Payment Plan After

Top Talent Plan

(Income Share Program)

3% of 1st-Year Salary

$0 Before Land a Job (how it works)

Don’t let the financial situation be the roadblock. Pay only after you land a job.

✓ Access to Over 10 hours of course content

✓ Unlimited Lifetime Access

✓ Access to the private community with 400+ data professionals

✓ Access to Discussion Groups for Q&A

✓ Access to SQL & Python interview questions

✓ Access to behavioral interview questions

✓ Review and Feedback from data professionals

✓ Access to Private Offline Networking Events

✓ Access to the Networking Program

✓ Add a Freelancer Work Experience to your resume, with reference support

✓ Pay Only After You Find a Job

Self Serve Plan

$199.00 $299.00

Try the first 2 sections for free

Get access to the 10-hour recorded sessions and learning materials anytime. Complete the project at your own pace.

✓ Access to Over 10 hours of course content

✓ Unlimited Lifetime Access

✓ Access to the private community with 400+ data professionals

✓ Access to Discussion Groups for Q&A

✓ Access to SQL & Python interview questions

✓ Access to behavioral interview questions

Review and Feedback from data professionals

Access to Private Offline Networking Events

Access to the Talent Program

Add a Freelancer Work Experience to your resume, with reference support

Top Talent Plan

$399.00 $599.00

Try the first 2 sections for free

Complete the project, and submit your work for expert review and feedback. Add a sponsored work experience to your resume.

✓ Access to Over 10 hours of course content

✓ Unlimited Lifetime Access

✓ Access to the private community with 400+ data professionals

✓ Access to Discussion Groups for Q&A

✓ Access to SQL & Python interview questions

✓ Access to behavioral interview questions

✓ Review and Feedback from data professionals

✓ Access to Private Offline Networking Events

✓ Access to the Networking Program

✓ Add a Freelancer Work Experience to your resume, with reference support

How it works

FAQ

  • Unlike the other course projects or capstone projects, everything you learn and do will be directly transferable to a real workplace. Our projects are all designed and approved by industry professionals and hiring managers, they understand what can make you a great candidate in the job market.

    In addition, for work experience and ISA packages, we also sponsor a Freelancer Work Experience added to your resume. We all understand how important it is to land a job.

  • In order to be able to add it as a work experience, you will need to complete the project with high quality. Also, the project lead will put forward challenges. You will need to complete the challenge, record a video of how you tackle them, and submit for review. Our data professional committee will determine the qualification.

  • An industry-level experience designed to equip you with skills that are directly transferable to the workspace.

    If you join the Work Experience and ISA Packages, you will be able to add a Freelancer Work Experience to your resume once qualified. Brave Career sponsors all types of reference check

    Join our talent program, where we will proactively promote your profile to hiring managers and employers.

  • Complete all readings and recorded sessions within the project space to learn everything you need to complete the project

    Dedicate 5-10 hours per week to complete the challenges.

    Discuss with peers and the project lead within the project discussion group

    Submit your final work for review

  • An Income Share Agreement (ISA) is a financial arrangement where you agree to pay a percentage of your first-year salary to cover the cost of Brave Career’s programs.

    To be eligible for an ISA, you must be able to work full-time in either the US or Canada. Additionally, the ISA program is designed for those who are currently unemployed, ensuring that financial burdens do not hinder you from pursuing your dream career.

    When applying for the ISA program, you will need to provide personal information, which Brave Career will use solely to conduct a background check. Rest assured, your data will be protected in accordance with the law.

  • You will only pay after finding a job, by sharing a portion of your first-year salary.

    Once you start receiving pay checks from your employer, the repayment process will begin. To minimize the financial burden, payments will be divided into 12 monthly installments with no interest.

    Students are responsible for submitting their salary proof to Brave Career as stipulated in the contract. Failure to do so will result in a maximum payment being enforced.

  • The goal of the project module is to up-skill and enhance profiles. It’s the prerequisite for landing a good offer. The career module aims to prepare for interviews and landing offers, which can not happen without solid project experiences.

  • Yes, our career mentees enjoy a 20% off for most of the projects we offer.

  • Yes, you will get a discounted price on the project and could skip the assessment step.