Data Analyst Road Map With Free resourcesNote – Please copy paste the link in your browser if you want to access the
mentioned links.
Syllabus • SQL
• Excel
• Python
• Basic Statistics
• Tableau/Power BI
• Projects
𝐖𝐞𝐞𝐤 𝟏 🗓️
- Work through the first 12 free interactive lessons on SQL Bolt.
This will teach you
○ SELECT
○ WHERE
○ JOINS
○ Aggregate Functions
Don't worry about the Update/Create/Alter table lessons - skip these!
👉 https://sqlbolt.com/
𝐖𝐞𝐞𝐤 𝟐 🗓️
- Work through the 38 short SQL tutorials on W3Schools.
This will cover similar material as SQL Bolt BUUUT
It's absolutely worth repeating these SQL concepts so that they'll sink into your brain!
👉 https://lnkd.in/gJfvU3PV
𝐖𝐞𝐞𝐤 𝟑 🗓️ (𝐏𝐚𝐫𝐭 𝟏)
- For the first half of the week, work through the Intermediate SQL lessons on Mode Analytics SQL
tutorial.
This will teach you:
○ GROUP BY
○ CASE
○ WHERE vs. HAVING
○ UNION
○ SELF-JOINs
👉 https://lnkd.in/gNsUPN6q
Week 3 (Part 2)
•
After having every basic idea of SQL , Try to watch below mentioned playlist -
https://youtube.com/playlist?list=PLavw5C92dz9Ef4E-1Zi9KfCTXS_IN8gXZ
Focus on videos of - Window functions, Joins, Subqueries, WIth or CTE
𝐖𝐞𝐞𝐤 4 – 6 🗓️
- Put your SQL knowledge to the test on DataLemur , Hackerrank, Leetcode & Stratascratch by
practicing the real SQL interview questions asked by companies like Facebook & Google.
Try to start from EASY level then move to intermediate to Advance.
http://datalemur.com/
https://leetcode.com/problemset/database/
https://www.hackerrank.com/
https://www.stratascratch.com/
SQL Project - (Not Mandatory but for learning you can do – it will take 1 day)
https://lnkd.in/eq9jqcBq
𝐖𝐞𝐞𝐤 7– 8 🗓
•
Start Learning Excel from below resource - (Week 7)
https://www.youtube.com/playlist?list=PLUaB-1hjhk8Hyd5NiPQ9CND82vNodlFF5
Complete project in Excel https://lnkd.in/ew5y5KP7
𝐖𝐞𝐞𝐤 8-10 🗓
•
First complete Python Basics from below mentioned course (Week 8)
https://www.youtube.com/watch?v=kqtD5dpn9C8&t=1786s
Practice 150 Python Basic question from below link to get aware about syntax (Week 8)
https://www.w3resource.com/python-exercises/basic/
•
Complete below course of python data analysis using pandas, numpy, matplotlib
and seaborn ( Week 9 )
•
https://www.youtube.com/watch?v=r-uOLxNrNk8&t=683s
•
Complete atleast 3-4 case study from below playlists (Week 10)
•
•
https://youtube.com/playlist?list=PL_1pt6K-CLoDMEbYy2PcZuITWEjqMfyoA
Python Project (Optional) - (Week 10)
https://lnkd.in/emzcrzTX
Week 11 🗓 (Part 1)
Basic Statistics - 3 days
https://lnkd.in/emKawHBs
Week 11 – 12 🗓
Power BI
Tutorials https://bit.ly/npowerbi
Projects http://bit.ly/3Xjpn0v
// Or Tableau
Tutorial https://www.youtube.com/watch?v=aHaOIvR00So&t=10s
Projects https://www.youtube.com/playlist?list=PLeo1K3hjS3usDI9XeUgjNZs6VnE0meBrL
Week 13 – 14 🗓 Work on Projects : 15 days
Projects https://lnkd.in/epd_9Bx8
Week 15 🗓 The next step is to do a free virtual internship from the below companies.
𝗙𝗿𝗲𝗲 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽𝘀 1. KPMG Data Analytics Internship
https://lnkd.in/eUBvyFmd
2. BCG Data Science & Analytics
https://lnkd.in/e2eC27AR
3. TATA Data Visualization Internship
https://lnkd.in/eX-dT6HE
4. Accenture Data Analytics
https://lnkd.in/eG2RV3rZ
5. General Electric Data Analytics
https://lnkd.in/eAm6wEyT
6. PwC Power BI
https://lnkd.in/eKFs7n-n
7. Quantium Data Analytics
https://lnkd.in/eT3YuB-U
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