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Online Course: Big Data: Statistical Inference and Machine Learning

All LevelsQueensland University of TechnologyEnglish

Big Data: Statistical Inference and Machine Learning

Learn how to apply selected statistical and machine learning techniques and tools to analyse big data.

Suitable for everyone

Enroll in This Course

✓ Instant access•✓ Learn at your pace

What You'll Learn in This Course

Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.

Learning Outcome 1

Many people have big data but only some people know what to do with it. Why? Well, the big problem is that the data is big—the size, complexity and diversity of datasets increases every day. This means we need new solutions for analysing data.

Learning Outcome 2

This course equips you for working with these solutions by introducing you to selected statistical and machine learning techniques used for analysing large datasets and extracting information. We also expose you to three software packages so you can develop your coding skills by completing practical exercises.

Skills You'll Develop

This comprehensive Big Data: Statistical Inference and Machine Learning curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.

Hands-on LearningPractical ExercisesReal-World ProjectsIndustry Best Practices

Course Requirements & Target Audience

Understand what you need to succeed in this course and determine if it's the right fit for your learning goals

Prerequisites & Requirements

What you need before starting this Big Data: Statistical Inference and Machine Learning course:

No specific prerequisites required
Just bring your enthusiasm to learn!

Beginner-Friendly Course!

This course is designed for absolute beginners. No prior knowledge needed.

Who This Course Is For

This course is perfect for:

Motivated learners at any level
Self-paced students
Anyone interested in the subject

This course might not be suitable if:

• You're looking for a quick tutorial rather than comprehensive learning
• You prefer learning without structured curriculum
• You need highly specialized or niche content

Course Information & Details

Everything you need to know about this online course, from duration to certification

Subject Category

Business & Management, Science, Engineering & Maths, Data Analytics, Data Science

Part of our Business & Management, Science, Engineering & Maths, Data Analytics, Data Science curriculum

Course Language

English

All materials in English

Start Your Learning Journey Today

This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.

Queensland University of Technology Course

Course Enrollment

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What's Included

Introduction to the relationship between statistical inference and machine learning
The application of methods from these areas to real world projects
An overview of the most popular methods currently used in these fields.
Machine learning methods used to undertake prediction and analysis of a given data set.
Specific methods such as neural networks, decision trees, principal component analysis and clustering.
The practical application of modern analysis tools such as R Studio and H2o.

View Course & Enroll

✓Instant access after enrollment
✓Learn at your own pace
✓Direct enrollment with Queensland University of Technology

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