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Data Analytics Launchpad
Break into data roles with portfolio-ready projects in 6–8 weeks.
Last reviewed: Feb 8, 2026 · Next review: Mar 10, 2026
Spreadsheet analysisSQL query writingDashboard storytellingStakeholder communication
Why this hits
Ground-up path that balances spreadsheet fundamentals, SQL, and dashboard storytelling so you can ship a hiring-ready portfolio before recruiting season.
Why this hits
- Leverage analyst job data to prioritize the tools companies actually ask for.
- Mixes theory with guided capstone builds to showcase in interviews.
- Certifications and verifiable badges add credibility for entry-level roles.
Quick wins
- Build your first case-study dashboard in Week 2.
- Collect three portfolio assets by Week 5.
- Prep for common analytics interview prompts by Week 6.
How to use it
- Duplicate our Notion or Google Sheet template to plan weekly study blocks.
- Work through the courses in order to ship portfolio pieces or earn certificates.
- Recap each week, use an AI assistant for notes, and share progress to stay visible.
Learning stack score
Each dimension is scored out of 5.
Technical Depth4/5
Portfolio Strength5/5
Credential Value4/5
Community Support3/5
Pacing Flexibility3/5
Head back to the homepage, plug in your time, budget, and goals, and get an AI-generated plan with next steps and risk callouts?
Head back to the homepage, plug in your time, budget, and goals, and get an AI-generated plan with next steps and risk callouts.
Generate my AI roadmap →Course catalog
Disclosure: Some Coursera links are affiliate partnerships. If you enroll via our links we may earn a commission at no extra cost to you. Always verify pricing before purchasing.
Read full affiliate disclosureCourserabeginner · 5–10 · 24 weeks$49/mo Coursera Plus (first 7 days free)
Google Data Analytics Professional Certificate
- Portfolio-ready capstone projects
- Credential from Google for LinkedIn
- Hands-on lab workbooks for spreadsheets and SQL
#sql#tableau#google analytics
Courserabeginner · 10 · 16 weeks$49/mo Coursera Plus (first 7 days free)
IBM Data Analyst Professional Certificate
- Hands-on labs with Excel, SQL, Python, and Cognos Analytics
- IBM Professional Certificate and digital badge
- Capstone project analyzing real-world datasets
#python#sql#excel#cognos
Courserabeginner · 10 · 16 weeks$49/mo Coursera Plus (first 7 days free)
IBM Data Analytics with Excel and R Professional Certificate
- Data analysis and visualization with R and Excel
- Statistical analysis and hypothesis testing
- IBM credential for LinkedIn profile
#r#excel#statistics#data visualization
Courserabeginner · 10 · 16 weeks$49/mo Coursera Plus (first 7 days free)
Google Cloud Data Analytics Certificate
- BigQuery and Google Cloud analytics tools proficiency
- Cloud-based data pipeline design
- Google Cloud credential for career advancement
#bigquery#google cloud#data pipelines#sql
Courserabeginner · 10 · 20 weeks$49/mo Coursera Plus (first 7 days free)
IBM Data Science Professional Certificate
- Machine learning models with Python and scikit-learn
- Data visualization with Matplotlib and Seaborn
- End-to-end data science capstone project
#python#machine learning#data science#jupyter
Courseraintermediate · 10 · 24 weeks$49/mo Coursera Plus (first 7 days free)
IBM Data Engineering Professional Certificate
- ETL pipelines and data warehouse design
- Apache Spark and big data processing
- IBM credential for data engineering roles
#etl#spark#data warehousing#sql
Courseraintermediate · 5–8 · 16 weeks$49/mo Coursera Plus (first 7 days free)
Applied Data Science Specialization
- Advanced Python for data analysis and visualization
- Machine learning classification and clustering
- Capstone project with real-world business data
#python#machine learning#data visualization#pandas
Want a lightweight playbook?
Read our practical guides for 48-hour shipping, time-boxed routines, and micro-retros you can paste into your notes.
View insights →Share & review
Copy the share card or jump straight into the Notion template to keep tracking your momentum.
Share URL
https://skillpath.work?track=data-analytics&experience=some&weekly=fiveToTen&budget=subscriptionFriendly&cert=1&project=1