Statistics Training and Skills

Learn statistics through probability, hypothesis testing and data interpretation. Build skills to assess variation and evaluate evidence, as an analytics beginner or data-informed professional.

Statistics courses to explore

Statistics courses for beginners

New to Statistics? Learn probability and hypothesis testing through introductory courses before choosing more specialized training.

Great Learning Academy

Organizing Statistical Survey

Skills: Methods and Principles of Data Collection · Origin of statistics Characteristics / features of Statistics Scope and limitat…

Beginner · 1 hour 30 minutes

Free Course

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Practical Statistics courses and tools

Understand variation, test assumptions, and use statistical evidence to make better decisions from data. Develop hands-on skills in probability and hypothesis testing.

University programs with Statistics skills

Develop expertise in probability and hypothesis testing through a broader university curriculum. Explore programs that connect Statistics to the responsibilities you want to take on.

McCombs School of Business at The University of Texas at Austin

Data Analytics Essentials

Skills: Data Analysis with Excel · Data Transformation with Pandas and Numpy

★ 4.9 (16)

Beginner · 21 weeks

University Certificate

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Find your right learning option

Choose how far you want to take your learning

From exploring a new skill to building professional expertise, choose the learning experience that matches your goal.

Explore

Free courses

Explore a new skill and build your foundations before choosing longer training.

Best forBeginners and learners exploring a topic

  • Self-paced introductory courses
  • Foundations and selected tools
  • Free learning; certificate fees may apply
Statistics skills and tools
Hypothesis testingPopulationProbability
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SamplesStatistical analysisStatistical distributions

What you getUnderstand the fundamentals

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For practical skill building Build

Pro+

Develop practical skills through paid courses and applied learning.

Best forLearners ready to put skills into practice

  • Professional skill development
  • Practice and projects in selected courses
  • Course content and subscription terms vary
Statistics skills and tools
MeanMedianProbability
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Standard DeviationStatisticsDecision Trees

What you getBuild and apply your skills

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Specialize

Certificate programs

Develop deeper expertise through structured university and institution programs.

Best forProfessionals seeking specialist training

  • Structured curriculum
  • Faculty and expert learning in selected programs
  • Credential and eligibility depend on the program
Statistics skills and tools
Agentic AIAI Workflow DesignAI-Assisted Coding
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Generative AI ApplicationsLLM EvaluationLLM Orchestration

What you getDevelop professional expertise

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Advance

Degrees

Explore university degrees for broader academic study and long-term learning goals.

Best forLearners seeking a formal university qualification

  • In-depth academic curriculum
  • Admission and study requirements
  • Qualification awarded by the university
Statistics skills and tools
Big Data AnalyticsBusiness IntelligenceCloud Computing
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Data AnalyticsData EngineeringData Mining

What you getEarn a university degree

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  1. ExploreUnderstand
  2. BuildApply
  3. Get certifiedDevelop expertise
  4. TransformEarn a degree
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Compare learning, practice, tools, guidance, and credentials. Features vary by course and program.
Learning experienceExplore
Free courses		Build
Pro+		Specialize
Certificate programs		Advance
Degrees
Learn
Foundational knowledge✓✓✓✓
Advanced curriculum—✓✓✓
Structured learning—✓✓✓
Curriculum designed and delivered by faculty——✓✓
Practice
Exercises✓✓✓✓
Hands-on projectsLimited✓✓✓
Capstone / advanced project—Selected✓✓
Tools, AI & agents
Learn industry-relevant toolsSelected✓✓✓
Hands-on tool practiceBasic✓✓✓
Use tools in projectsLimited✓✓✓
Generative AI toolsSelected✓✓✓
AI coding tools—SelectedSelectedSelected
Build with AI agents—SelectedSelectedSelected
Agent frameworks & SDKs—SelectedSelectedSelected
Example tools & technologiesChatGPT, Python, Excel, SQLChatGPT, Python, Power BI, Tableau, Gemini, ClaudeChatGPT, Claude, Gemini, LangGraph, CrewAI, OpenAI Agents SDK, Google ADK, DatabricksPython, PyTorch, Hugging Face, LangGraph, LlamaIndex, Databricks, Snowflake, dbt
Get guidance
AI learning support—✓SelectedSelected
Expert / industry mentors——✓✓
Faculty-led learning——✓✓
Prove your skills
Great Learning certificateOptional✓——
University / institution credential——✓—
University degree———✓
Advance your career
Career guidance—LimitedSelectedSelected
Interview / profile support——SelectedSelected
Peer network——✓✓

This comparison describes Great Learning's broader learning formats, not every course in this skill. Tools, technologies, projects, credentials, faculty access, and career services vary by course, program, specialization, and region. Check the program details for included features. Free course access does not include a free certificate.

How to choose your Statistics training

New to Statistics?

New to Statistics? Learn probability and hypothesis testing through introductory courses before choosing more specialized training.

Explore free Statistics courses →

Want to develop practical Statistics skills?

Understand variation, test assumptions, and use statistical evidence to make better decisions from data. Develop hands-on skills in probability and hypothesis testing.

Find hands-on training →

Using Statistics at work?

Understand variation, test assumptions, and use statistical evidence to make better decisions from data. Choose training that helps you use probability and hypothesis testing in your role.

Explore Statistics for work →

Choosing a university certificate?

Develop expertise in probability and hypothesis testing through a broader university curriculum. Explore programs that connect Statistics to the responsibilities you want to take on.

Explore university programs →

Statistics insights and learner experiences

Statistics for Data Science Full course with Gen AI & ChatGPT 4o (2024)

YouTube · Great Learning

What is Central Limit Theorem | Central Limit Theorem Statistics | Central Limit Theorem Explained

YouTube · Great Learning

Pandas Summary Statistics | Introduction to Pandas | Great Learning

YouTube · Great Learning

Statistics for Data Science | Data Science tutorial | Probability and Statistics | Great Learning

YouTube · Great Learning

Statistics for Data Science | Statistics Tutorials | Great Learning

YouTube · Great Learning

Statistics for Data Science Full Course | Probability and Statistics for Engineers | Great Learning

YouTube · Great Learning

Advanced Statistics | Exploratory Data Analysis For Beginners | Data Science | Great Learning

YouTube · Great Learning

Central Limit theorem In 3 Hours | Probability and Statistics For Beginners | Great Learning

YouTube · Great Learning

Measures of Central Tendency | Measures of Dispersion | Statistics For Beginners | Great Learning

YouTube · Great Learning

Statistics for Machine Learning | Statistics Class 10 | Statistics for Data Science | Full Course

YouTube · Great Learning

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