AI & Data · Foundations · ~10 hours
Statistics Basics
Statistics Basics is a foundations skill in AI & Data. Summarise data with averages, spread, distributions, correlation, and clear statistical comparisons. In a FUTEAC roadmap it takes about 10 hours of focused learning, and the free Roadmap Generator places it in the right week of your personal plan, after its prerequisites, at the pace you choose.
What you will be able to do
Summarise data with averages, spread, distributions, correlation, and clear statistical comparisons.
Roadmaps that teach Statistics Basics
- Python + AI/ML Beginner roadmap — 18 weeks at about 2 hours a day
Goal of this roadmap: Learn Python from zero and take your first steps into AI and machine learning.
- Data Analyst roadmap — 16 weeks at about 2 hours a day
Goal of this roadmap: Turn raw data into decisions with spreadsheets, SQL, Python and dashboards.
What you can learn next
Statistics Basics is a prerequisite for these skills — learning it unlocks them in your roadmap:
- Probability Basics
Estimate likelihoods and interpret uncertainty using events, probability rules, and common distributions.
- Machine Learning Basics
Explain how models learn from training data and distinguish supervised, unsupervised, and evaluation workflows.
Related skills in AI & Data
- Python Programming
Write clear Python programs using variables, conditionals, loops, functions, and basic debugging techniques.
- Problem Solving
Break a problem into inputs, steps, and outputs, then test and improve a logical solution.
- Python Data Structures
Choose and manipulate lists, dictionaries, sets, and tuples to organise and process data effectively.
- Object-Oriented Python
Model data and behaviour with classes, objects, methods, and simple inheritance in Python.
- Files & APIs in Python
Read and write common file formats and retrieve structured data from web APIs in Python.
- Probability Basics
Estimate likelihoods and interpret uncertainty using events, probability rules, and common distributions.
Statistics Basics — common questions
How long does it take to learn Statistics Basics?
About 10 hours of focused learning. Statistics Basics is a foundations skill, and in a FUTEAC roadmap it is placed in the right week for your goal and pace — after everything it depends on, never before.
What can I learn after Statistics Basics?
Statistics Basics unlocks Probability Basics, Machine Learning Basics. Those skills list Statistics Basics as a prerequisite, which is why FUTEAC roadmaps schedule them after it.
Which roadmaps include Statistics Basics?
Statistics Basics is part of the Python + AI/ML Beginner, Data Analyst roadmaps. Each roadmap orders it at the point where it is needed for that goal, surrounded by the skills it connects to.
See Statistics Basics in your personal roadmap
The free generator orders this skill with everything around it, skips what you already know, and fits the plan to your hours.