• May include: A digital study and portfolio bundle for the Google Data Analytics Certificate, featuring multiple workbooks, practice exercises, and guides. The dark blue graphic displays text, colourful pill-shaped buttons, and a stack of document covers.
  • May include: Spreadsheet and data-cleaning workbooks featuring the text Clean messy data. Get instant feedback. Includes tables showing Before and After customer data, a net revenue by store table, and a list of Excel and Google Sheets functions.
  • May include: A Python Practice Pack digital resource featuring 46 guided exercises in 7 parts covering Python basics, NumPy, pandas, cleaning, groupby, merge, and matplotlib. Includes exercise and solution notebooks for Google Colab.
  • May include: An illustrated study guide featuring three pages of educational content with diagrams, charts, and text. The header reads: Illustrated Study Guide, All 9 courses, made simple — and memorable. Includes 50+ memory hooks, 9 one-page cheat cards, diagrams, and recall checks.
  • May include: A digital portfolio project guide titled Finish with a case study you can show employers, featuring a list of project components and two document pages displaying data analysis, charts, and an answer key for PulseFit members.
  • May include: A career toolkit featuring three printed pages with text titled 180 questions, a study plan and a career toolkit. The pages include Set 05 Analyze, Choose your pace, and 30 interview questions with model answers.
  • May include: A dark blue infographic titled How It Works: Learn, Practise, Test, Build. Four white rectangular cards display numbered steps: 1 Learn, 2 Practise with SQL and Python, 3 Test with 180 questions, and 4 Build a PulseFit project.
  • May include: An informational graphic titled Good to Know: Instant download, works on any device. It lists file formats including PDF, XLSX, IPYNB, SQLite, CSV, PPTX, and DOCX, alongside notes regarding independent study and digital licensing.
  • May include: A digital collection titled 8 resources + 2 realistic datasets, featuring eight distinct educational modules including an illustrated study guide, SQL workbook, spreadsheet workbooks, Python practice pack, visualisation kit, portfolio project, knowledge checks, and a career toolkit.
  • May include: A SQL practice workbook featuring 120 exercises on a real database. The text highlights a 6-table coffee-chain database, SQL concepts like SELECT, JOINs, and subqueries, plus full solutions and a SQLite to BigQuery translation table.
  • May include: A digital study and portfolio bundle for the Google Data Analytics Certificate, featuring multiple workbooks, practice exercises, and guides. The dark blue graphic displays text, colourful pill-shaped buttons, and a stack of document covers.
  • May include: Spreadsheet and data-cleaning workbooks featuring the text Clean messy data. Get instant feedback. Includes tables showing Before and After customer data, a net revenue by store table, and a list of Excel and Google Sheets functions.
  • May include: A Python Practice Pack digital resource featuring 46 guided exercises in 7 parts covering Python basics, NumPy, pandas, cleaning, groupby, merge, and matplotlib. Includes exercise and solution notebooks for Google Colab.
  • May include: An illustrated study guide featuring three pages of educational content with diagrams, charts, and text. The header reads: Illustrated Study Guide, All 9 courses, made simple — and memorable. Includes 50+ memory hooks, 9 one-page cheat cards, diagrams, and recall checks.
  • May include: A digital portfolio project guide titled Finish with a case study you can show employers, featuring a list of project components and two document pages displaying data analysis, charts, and an answer key for PulseFit members.
  • May include: A career toolkit featuring three printed pages with text titled 180 questions, a study plan and a career toolkit. The pages include Set 05 Analyze, Choose your pace, and 30 interview questions with model answers.
  • May include: A dark blue infographic titled How It Works: Learn, Practise, Test, Build. Four white rectangular cards display numbered steps: 1 Learn, 2 Practise with SQL and Python, 3 Test with 180 questions, and 4 Build a PulseFit project.
  • May include: An informational graphic titled Good to Know: Instant download, works on any device. It lists file formats including PDF, XLSX, IPYNB, SQLite, CSV, PPTX, and DOCX, alongside notes regarding independent study and digital licensing.
  • May include: A digital collection titled 8 resources + 2 realistic datasets, featuring eight distinct educational modules including an illustrated study guide, SQL workbook, spreadsheet workbooks, Python practice pack, visualisation kit, portfolio project, knowledge checks, and a career toolkit.
  • May include: A SQL practice workbook featuring 120 exercises on a real database. The text highlights a 6-table coffee-chain database, SQL concepts like SELECT, JOINs, and subqueries, plus full solutions and a SQLite to BigQuery translation table.
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Google Data Analytics Certificate Study Bundle, SQL, Python, Excel Practice (Digital Download)

Item highlights

  • Digital download
  • Digital file type(s): 1 ZIP

Seller's description

Studying for the Google Data Analytics Professional Certificate? This bundle helps you actually understand the material, practise every tool on realistic data, and finish with a portfolio project you can talk about in interviews.

It's built around the programme's current 9-course curriculum — spreadsheets, SQL, Python and Tableau — and it's 100% original. No copied course content, no graded answers: just clear explanations and a LOT of hands-on practice.

★ WHAT'S INCLUDED (260+ pages + files)

▸ ILLUSTRATED STUDY GUIDE (52 pages)
All 9 courses explained in plain English, in course order: diagrams, real business examples, 50+ memory hooks, common mistakes, quick-recall questions and a one-page cheat card for every part.

▸ SQL PRACTICE WORKBOOK (97 pages · 120 exercises)
A realistic 6-table coffee-chain database (27,068 orders). Exercises from your first SELECT to JOINs, CASE, subqueries, CTEs and window functions. Every exercise shows the expected row count; every solution shows the real output and explains why it works. SQLite ↔ BigQuery translation table included. Blank and solution .sql files.

▸ SPREADSHEET & DATA-CLEANING WORKBOOKS (Excel + Google Sheets)
Exercise and solution files: clean 418 messy customer records (TRIM, PROPER, SUBSTITUTE, COUNTIF, VLOOKUP mapping), build calculated columns and INDEX/MATCH lookups, answer business questions with SUMIFS/COUNTIFS/AVERAGEIFS — with instant ✓ Correct / ✗ Not yet checks — plus 5 pivot-table tasks and data-validation practice.

▸ PYTHON PRACTICE PACK (46 exercises)
Exercise + solution notebooks (Jupyter or Google Colab — nothing to install) and a 29-page guide: Python basics, NumPy, pandas, data cleaning, groupby & merge, matplotlib charts.

▸ VISUALISATION & STORYTELLING KIT (16 pages + editable slides)
Chart chooser, chart gallery built from real data, before/after makeovers, accessibility checklist, dashboard-planning and storyboard worksheets, a step-by-step Tableau Public build, and an editable 10-slide data-story presentation template (.pptx).

▸ PORTFOLIO PROJECT: "PULSEFIT — WHY ARE MEMBERS LEAVING?"
An original business case with 3,200 members, 26,000 activity rows and realistic data problems. Project brief, starter notebook, Spreadsheet/SQL/Python tracks, full solution guide, SQL solutions, an example executive report, a Word report template and a 2-minute interview pitch.

▸ 180 KNOWLEDGE-CHECK QUESTIONS
160 questions across all 9 parts + a 20-question final mock — every answer explained.

▸ STUDY PLANNER & CAREER TOOLKIT
30/60/90-day plans, a digital progress tracker (.xlsx), 100-term glossary, résumé guide with 40 action verbs and career-changer examples, portfolio checklist, 30 interview questions with model answers, and a responsible-AI prompt library.

▸ DATASETS
Bean & Bloom Coffee Co. (SQLite database + CSVs), messy raw files for cleaning practice, and the PulseFit project data.

★ WHY THIS BUNDLE?
✔ One realistic company across every tool — the numbers match in SQL, Sheets, Python and Tableau
✔ Practice-first: 120 SQL + 46 Python exercises + 180 questions
✔ Self-checking: expected outputs and ✓ checks so you know you're right
✔ Memorable: memory hooks, cheat cards, diagrams
✔ Job-ready: a portfolio project, report template, slides and interview prep

★ WHO IT'S FOR
• Learners taking (or about to take) the Google Data Analytics Certificate on Coursera
• Career changers who want more hands-on practice than videos alone
• Anyone preparing for junior data analyst, reporting or business analyst interviews
No experience needed — exercises are labelled Starter, Core and Stretch.

★ FILE FORMATS
PDF (US Letter, prints fine on A4) · XLSX (Excel, Google Sheets, LibreOffice) · IPYNB (Jupyter, Google Colab) · SQLite + CSV · PPTX (PowerPoint, Google Slides, Keynote) · DOCX (Word, Google Docs)
Works on Windows, Mac and Chromebook. All software used has a free option.

★ HOW TO GET IT
After purchase, download the ZIP from your Etsy Purchases page, unzip it on a computer, and open 00_START_HERE.pdf.

View more
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If something goes wrong with an order, we've got your back for all eligible purchases. View programme terms

NowPrice:NZ$31.86

Original Price: NZ$42.48

25% off

•

Sale ends on 31 October

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Instant download

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Seller's description

Specifications

May include: A digital study and portfolio bundle for the Google Data Analytics Certificate, featuring multiple workbooks, practice exercises, and guides. The dark blue graphic displays text, colourful pill-shaped buttons, and a stack of document covers.

Studying for the Google Data Analytics Professional Certificate? This bundle helps you actually understand the material, practise every tool on realistic data, and finish with a portfolio project you can talk about in interviews.

It's built around the programme's current 9-course curriculum — spreadsheets, SQL, Python and Tableau — and it's 100% original. No copied course content, no graded answers: just clear explanations and a LOT of hands-on practice.

★ WHAT'S INCLUDED (260+ pages + files)

▸ ILLUSTRATED STUDY GUIDE (52 pages)
All 9 courses explained in plain English, in course order: diagrams, real business examples, 50+ memory hooks, common mistakes, quick-recall questions and a one-page cheat card for every part.

▸ SQL PRACTICE WORKBOOK (97 pages · 120 exercises)
A realistic 6-table coffee-chain database (27,068 orders). Exercises from your first SELECT to JOINs, CASE, subqueries, CTEs and window functions. Every exercise shows the expected row count; every solution shows the real output and explains why it works. SQLite ↔ BigQuery translation table included. Blank and solution .sql files.

▸ SPREADSHEET & DATA-CLEANING WORKBOOKS (Excel + Google Sheets)
Exercise and solution files: clean 418 messy customer records (TRIM, PROPER, SUBSTITUTE, COUNTIF, VLOOKUP mapping), build calculated columns and INDEX/MATCH lookups, answer business questions with SUMIFS/COUNTIFS/AVERAGEIFS — with instant ✓ Correct / ✗ Not yet checks — plus 5 pivot-table tasks and data-validation practice.

▸ PYTHON PRACTICE PACK (46 exercises)
Exercise + solution notebooks (Jupyter or Google Colab — nothing to install) and a 29-page guide: Python basics, NumPy, pandas, data cleaning, groupby & merge, matplotlib charts.

▸ VISUALISATION & STORYTELLING KIT (16 pages + editable slides)
Chart chooser, chart gallery built from real data, before/after makeovers, accessibility checklist, dashboard-planning and storyboard worksheets, a step-by-step Tableau Public build, and an editable 10-slide data-story presentation template (.pptx).

▸ PORTFOLIO PROJECT: "PULSEFIT — WHY ARE MEMBERS LEAVING?"
An original business case with 3,200 members, 26,000 activity rows and realistic data problems. Project brief, starter notebook, Spreadsheet/SQL/Python tracks, full solution guide, SQL solutions, an example executive report, a Word report template and a 2-minute interview pitch.

▸ 180 KNOWLEDGE-CHECK QUESTIONS
160 questions across all 9 parts + a 20-question final mock — every answer explained.

▸ STUDY PLANNER & CAREER TOOLKIT
30/60/90-day plans, a digital progress tracker (.xlsx), 100-term glossary, résumé guide with 40 action verbs and career-changer examples, portfolio checklist, 30 interview questions with model answers, and a responsible-AI prompt library.

▸ DATASETS
Bean & Bloom Coffee Co. (SQLite database + CSVs), messy raw files for cleaning practice, and the PulseFit project data.

★ WHY THIS BUNDLE?
✔ One realistic company across every tool — the numbers match in SQL, Sheets, Python and Tableau
✔ Practice-first: 120 SQL + 46 Python exercises + 180 questions
✔ Self-checking: expected outputs and ✓ checks so you know you're right
✔ Memorable: memory hooks, cheat cards, diagrams
✔ Job-ready: a portfolio project, report template, slides and interview prep

★ WHO IT'S FOR
• Learners taking (or about to take) the Google Data Analytics Certificate on Coursera
• Career changers who want more hands-on practice than videos alone
• Anyone preparing for junior data analyst, reporting or business analyst interviews
No experience needed — exercises are labelled Starter, Core and Stretch.

★ FILE FORMATS
PDF (US Letter, prints fine on A4) · XLSX (Excel, Google Sheets, LibreOffice) · IPYNB (Jupyter, Google Colab) · SQLite + CSV · PPTX (PowerPoint, Google Slides, Keynote) · DOCX (Word, Google Docs)
Works on Windows, Mac and Chromebook. All software used has a free option.

★ HOW TO GET IT
After purchase, download the ZIP from your Etsy Purchases page, unzip it on a computer, and open 00_START_HERE.pdf.

Shop with confidence
Etsy Purchase Protection

If something goes wrong with an order, we've got your back on all eligible purchases. View programme terms

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