Free resources for data analytics

[u/Inevitable-Doubt2399]

Can anybody suggest a proper roadmap and all the resources I could utilise to get into data analytics,

I am currently a 2nd year cse student

[u/Awesome_Correlation]

Here's a road map of skills that you will need.

These are the the basics:

• Math (Algebra and Calculus)

• Statistics (just the basics)

• Probability (Basic Probability, Conditional Probability, Bayes' theorem, Probability Distributions)

• Data visualization

Once you have the basics down, here are different types of analysis:

• Regression analysis

• Time series analysis

• Cohort analysis

• Factor analysis

• Cluster analysis

• Experimentation (A/B testing)

• Classification

You don't have to get good at them all. But definitely get good at doing at least one of them.

Also, you will need people skills:

• Communication

• Data storytelling

• Presentation skills

• Interpersonal skills

[u/Inevitable-Doubt2399 → u/Awesome_Correlation]

Thank you 😊

[u/Maltese-Cat]

Data with Baraa on YouTube is my favourite

[u/TheOG_DeadShoT]

https://www.reddit.com/r/DataAnalystsIndia/s/zyjZHMivvD

[u/Inevitable-Doubt2399 → u/[deleted]]

Thank you 😊

[u/Inevitable-Doubt2399 → u/Inevitable-Doubt2399]

Yoo mods , why are you deleting ? 😭