Data Analytics Roadmap for Beginners — PickAClass
5.0 (2) ⏱ 2h 54m 📚 29 lessons 🎧 Audio version

Data Analytics Roadmap for Beginners

Build a strong foundation in SQL, Excel, and data visualization while learning how to structure your path toward a career as a data analyst.

  • 💬 AI instructor
    Ask about any lesson and get a clear answer instantly, anytime.
  • 🕐 Start anytime
    No schedules or deadlines — learn at your own pace, whenever suits you.
  • 🌐 In English
    Lessons, tasks and certificate — all fully in your language.

About this course

Navigating the massive world of data analytics can feel overwhelming when you are just starting out. This text-based course cuts through the noise, offering a structured, step-by-step roadmap to guide you from absolute beginner to data-fluent professional. You will build a solid understanding of foundational data principles and learn how to apply them using industry-standard tools. By studying clear explanations and practical written exercises, you will develop the analytical mindset required to solve real-world business problems. What you'll learn: - Understand core data analytics concepts, terminology, and the typical lifecycle of a data project. - Master essential spreadsheet techniques for sorting, filtering, and organizing datasets. - Write structured SQL queries to retrieve, filter, and aggregate data from databases. - Apply data visualization principles to design clear and impactful charts. - Explore modern data tools, including Python dataframe basics and modern AI-assisted analysis workflows. - Create a structured learning plan and project portfolio strategy to showcase your skills. The course starts with essential terminology and fundamental concepts before guiding you through structured written tutorials for SQL, spreadsheets, and visualization. You will read real-world scenarios and complete practical exercises designed to reinforce your learning. This course is designed specifically for freshers, career changers, and students with no prior technical background or programming experience. Start your journey into data analytics today and build the skills that modern employers look for.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 14-day refund
    No questions asked
  • Short & focused
    2h 54m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

P
PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Data Analytics Roadmap for Beginners
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
Data Analytics Roadmap for Beginners
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (2)

Andrzej Zieliński PL
★ 5 · June 23, 2026

Świetny punkt startu dla początkujących, w końcu ułożyłem sobie ścieżkę od Excela przez SQL aż po wizualizację danych.

Daniel Silva PE
★ 5 · May 26, 2026

Estaba perdido sobre por dónde empezar para ser analista de datos, y este curso me dio una hoja de ruta clarísima. Comenzar con Excel y luego pasar a SQL me dio una base sólida antes de meterme en la visualización. Me encantó que no solo enseñan herramientas sueltas, sino cómo encajan dentro de un camino profesional real. Las prácticas de consultas y los ejercicios de gráficos me ayudaron a entender qué hace un analista día a día. Ahora tengo un plan concreto de estudio y mucha más confianza para seguir avanzando.

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What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

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By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

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Forever. Once you purchase, the course is yours to revisit anytime.

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Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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