Industry Project

Learn at your own pace

Become a Data Analyst: Gain Industry-Level Experience

Add a work-level Data Analytics experience to your resume. Using SQL, Python, GCP, and Looker Studio to build customer journey analytics solutions for a real e-commerce client.

⏰ 3-day free trial — cancel anytime during the trial

Decio, ex-director from Loblaw Digital - why this project gets you hired as a data analyst.

What You’ll Learn & Work on

We collaborate with hiring managers and employers to design the project. Ensuring the skills & experience you get here will be 100% transferable to real work.

  • Data Skills: SQL, Python, Google Cloud Platform, Google Analytics, Looker Studio

  • Analytical Skills: Key Metrics, Data Cleaning, Data Visualization, Customer Segmentation, A/B Testing

  • Business Skills: E-commerce & Retail Domain Knowledge, Dashboarding, Storytelling, Reporting, Presentation

  • Requirement gathering and environment setup on Google Cloud Platform

    • General Intro about the project and data analytics

    • How you will benefit from the project

    • 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

  • E-commerce Key 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

    • Python / Pandas / Matplotlib / Scipy

  • Experiment Design basics and best practices

    • A/B Testing

    • Power

    • Experiment Design

  • Analyze the performance data of the new search ranking model against the current model, conduct necessary stakeholder meetings, and provide a comprehensive recommendation on whether to roll out the new model more broadly.

    • Epic 1: Data Collection & Initial Analysis

    • Epic 2: Comparative Analysis & A/B Testing

    • Epic 3: Implementation Strategy & Presentation Prep

  • Present your final challenge to the clients and hiring managers:

    • Comprehensive Analysis Report

    • Interactive Dashboard

    • Presentation Deck

Meet the Team that Transforms Your Career

  • Project Lead: Austin Chen

    Co-founder, Brave Career

    Ex-Machine Learning Engineer, Loblaw Digital

    LinkedIn

  • Guest Lecturer: Decio Shimura

    Ex-Director of Product Management, Loblaw Digital

    Ex-Sr. Technical Product Manager, Amazon

    LinkedIn

  • Career Coach: Lyn Li

    Sr. Data Manager, Top Consulting Company

    Lead Mentor, Brave Career

    LinkedIn

  • Community: 2000+ Peers & Employers

    You’ve got the whole community on your back - job seekers just like you, and hiring managers who are willing to give a hand.

    Join Now

Start Your 3-day Free Trial Now!

Learn at Your Own Pace

USD 299

Unlock Full Access to the Entire Project


✓ 3-day free trial, cancel at any time

✓ Full recordings, unlimited access

✓ Access to the private community with 2,000+ professionals

FAQ

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

  • You'll have access to decks, recordings, and other course materials, along with the necessary software and platforms. The project is self-paced, and we recommend dedicating 20-40 hours per week to complete it. Once finished, submit your final project for review.

  • The industry project helps you build hands-on experience, enhance your profile, and develop job-relevant skills by working on real-world tasks. It’s self-paced, with all necessary materials and platform access provided.

    The mentorship program is 1:1 coaching with an industry expert, focusing on interview preparation, resume refinement, and job search strategy to help you land an offer. Strong project experience is key before starting mentorship.

  • Yes! You can start 1:1 mentorship while working on the industry project to accelerate your job search. In this case, a deposit will be required.