DATA ANALYSIS ROADMAP FOR BEGINNERS with YouTube resources!!!! Data minds, our roadmap is ready 💃💃. If you are looking to start your Data Analysis journey by self learning, I have curated this you, just download. Please retweet for someone too 🌸 drive.google.com/file/d/1BTA1vU…

9 Data Science Full Courses for 2026 (💯 FREE): 1. Complete Bootcamp youtube.com/watch?v=wQQR60… 2. Python youtube.com/watch?v=yGN28L… 3. SQL youtube.com/watch?v=7mz73u… 4. Excel youtube.com/watch?v=pCJ15n… 5. Tableu youtube.com/watch?v=K3pXnb… 6. Power BI youtube.com/watch?v=_76bzI… 7.

Google Drive link to learn: -Data Analytics -Business Analysis -Data Visualization -SQL -Big Data -Resume tips -Project Mgt -Product Mgt -Software Eng -UI/UX Design -Interview tips and tricks Link - drive.google.com/drive/u/0/fold… Share for visibility

20 Power BI Projects Examples and Ideas for Practice 👇 projectpro.io/article/power-…

25+ SQL Projects Ideas for Data Analysis to Practice in 2026👇 projectpro.io/article/sql-da…

12-month Python roadmap: Months 1–2 basics + Git 3–4 OOP, algorithms, testing 5–6 packaging, SQL, performance 7–8 specialize (Data, Web, Automation) 9–12 async, portfolio, deployment & career-ready skills 🔗 ow.ly/iPjk50Y7Cl7

Data cleaning. There is a way it brings out the creativity in

Focus, Focus, Focus, focus Focus, focus, Focus, Focus Under 11 months left in 2026. ⛔️Stop playing. Focus.

These sites are essential for Data Analysts 1. Mockaroo (mockaroo.com) → generates realistic test data in seconds. I used to spend hours creating fake datasets to practice with. This thing spits out thousands of rows based on whatever parameters you need. 2. SQL

here

Let's be honest, learning data analysis can feel overwhelming when you don't know where to start. 🤯 That's exactly why I created this training. I'll personally walk you through everything, step by step. What You'll learn: ✅ Microsoft Excel for Data Analysis ✅ Data

Don't collect certificates. Build a career instead. Most beginners fail in Data Analytics because they learn tools in isolation. To get hired, you need to know how SQL, Excel, PBI, etc work together to solve business problems. This is what you need. ⤵️

Day 1 of learning SPSS: worked with frequencies, descriptive statistics, explore analysis, and correlation using scatter plots. Each concept is helping me better understand how to summarize and interpret data. Small steps, steady progress. #SPSS #Statistics #DataJourney

Rishi Bagree The free educational resources from India's Ministry of Education include: - SWAYAM: swayam.gov.in (free online courses) - NPTEL: nptel.ac.in (IIT lectures and courses) - National Digital Library: ndl.iitkgp.ac.in (millions of free books and

Today in my SPSS journey I covered one-sample, paired, and independent t-tests. Learned to interpret results using t-values, p-values (<0.05), and confidence intervals (if CI includes 0 → not significant). Strengthening my statistical inference skills step by step. #SPSS #Stats

Dear Data Analyst,Read this beautiful article. Read it with open mind.

Practiced the four core dplyr verbs: select() → choose variables mutate() → create new features filter() → subset data arrange() → sort results Used them together to compute total unemployment and rank counties in Michigan. Data skills grow one query at a time. 📈 #RStats

I just reached 500 days of learning on DataCamp 💪 assets.datacamp.com/streaks/share-… via DataCamp

manifesting a new job with a higher pay rise🤲🏿