What is statistical inference?

Statistical inference is the process whereby you can draw conclusions about a population based on random samples of that population and the statistics that you draw from those samples. When you rely on statistical inference, you take what you've observed about your samples of that population and apply them to the group as a whole. Applying statistical inference allows you to take what you know about the population as well as what's uncertain to make statements about the entire population based on your analysis.

Why is it important to learn about statistical inference?

If you want to learn about a certain population—whether they're customers or fellow employees—you can use statistical inference to draw conclusions about that population based on your analysis of data about them. You can't always survey or test an entire population to gain insight, but you can sample the population and make educated assumptions based on the data. Understanding statistical inference allows you to take that data and use it to draw conclusions that make sense and prove true.

How can I apply statistical inference in my career?

Statistical inference has plenty of benefits for different business sectors. Statisticians and data analysts use this method often to draw conclusions based on samples of populations. If you're in sales or product development, you can use statistical inference to determine which brands or products are popular with your customers or clients. Scientists use statistical inference to test hypotheses and draw conclusions when it's impossible for them to test or sample an entire population. You can apply statistical inference to analyze the data from surveys of any population that you sample.

How can online courses on Coursera help me learn about statistical inference?

Online courses on Coursera give you both a grasp of the concepts of statistical inference and practical applications. You'll learn from the best instructors in the academic world, and you can learn at a pace and schedule that best suits your schedule and lifestyle. When you finish our courses, you'll know how to use statistical inference in your career, which will give you an advantage whether you're trying to get better at your current job or whether you're looking to make a career change.

What are the benefits of taking an online Statistical Inference course?

Online Statistical Inference courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Inference skills. Choose from a wide range of Statistical Inference courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Inference courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Inference, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Inference Courses - Learn Statistical Inference Online

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Explore the Statistical Inference Course Catalog

Status: New
Packt
Cluster Analysis and Unsupervised Machine Learning in Python
Skills you'll gain: Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Science, Statistical Methods, Algorithms, NumPy, Python Programming
Intermediate · Course · 1 - 3 Months
Coursera Project Network
عكس وتكامل تسلسل الحمض النووي (DNA ، RNA) باستخدام R
Skills you'll gain: Bioinformatics, R Programming, Molecular Biology, Data Manipulation, Programming Principles, Data Processing
Beginner · Guided Project · Less Than 2 Hours
Status: New
Packt
Microsoft Power BI - The Complete Masterclass [2023 EDITION]
Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Transformation, Data Modeling, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Data Storytelling, Data Integration, Dashboard, Data Manipulation, Microsoft Excel, Data Import/Export, Pivot Tables And Charts, Business Intelligence, Data Cleansing, Data Security
Intermediate · Course · 3 - 6 Months
Codio
Visualizing Data & Communicating Results in Python
Skills you'll gain: Matplotlib, Plot (Graphics), Statistical Visualization, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Scatter Plots, Jupyter, Histogram, Box Plots, Graphing, Computer Programming, Integrated Development Environments, Animations
Mixed · Course · 1 - 4 Weeks
Status: New
Status: Free
Universitat Autònoma de Barcelona
Eye tracking y el estudio de la percepción visual
Skills you'll gain: Research Design, Report Writing, Statistical Reporting, Experimentation, Research, Scientific Methods, Research Methodologies, Technical Writing, Usability Testing, Data Analysis, Usability, Data Ethics, User Research, Data Collection, Anatomy, Heat Maps, Psychology
Beginner · Course · 1 - 3 Months
Status: New
University of Colorado Boulder
Essential Dashboarding & Storytelling Techniques
Skills you'll gain: Dashboard, Tableau Software, Interactive Data Visualization, Data Storytelling, Data Visualization Software, Statistical Visualization, Histogram, Scatter Plots
Intermediate · Course · 1 - 4 Weeks
Status: New
University of Illinois Urbana-Champaign
Advancing Dairy Management with Artificial Intelligence
Skills you'll gain: Decision Support Systems, Data Collection, Predictive Analytics, Machine Learning, Data Management, Data Quality, Data-Driven Decision-Making, Data Analysis, Emerging Technologies, Artificial Intelligence, Internet Of Things, Computer Vision
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Foundations of ML & Python for Data Science
Skills you'll gain: Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Descriptive Statistics, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Probability
Beginner · Course · 1 - 4 Weeks
Packt
The Simplest Guide™ to Base SAS & Advanced SAS
Skills you'll gain: SAS (Software), Statistical Programming, Data Analysis, Data Manipulation, Data Import/Export, Statistical Analysis, SQL, Statistical Reporting, Data Visualization Software, Data Cleansing, Data Transformation, Software Installation
Intermediate · Course · 1 - 3 Months
Status: Free
Google Cloud
Encoder-Decoder Architecture - Bahasa Indonesia
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Deep Learning, Natural Language Processing, Artificial Neural Networks, Text Mining, Applied Machine Learning, Machine Learning
Advanced · Course · 1 - 4 Weeks
Status: Free
Amazon Web Services
AWS Elemental Statmux
Skills you'll gain: Live Streaming, Amazon Web Services, Digital Communications, Telecommunications, Real Time Data
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Mastering Machine Learning Algorithms using Python
Skills you'll gain: Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, Data Processing, Predictive Modeling, NumPy, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Machine Learning Algorithms, Machine Learning, Regression Analysis
Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular statistical inference courses

Cluster Analysis and Unsupervised Machine Learning in Python: Packt
عكس وتكامل تسلسل الحمض النووي (DNA ، RNA) باستخدام R: Coursera Project Network
Microsoft Power BI - The Complete Masterclass [2023 EDITION]: Packt
Visualizing Data & Communicating Results in Python: Codio
Eye tracking y el estudio de la percepción visual: Universitat Autònoma de Barcelona
Essential Dashboarding & Storytelling Techniques: University of Colorado Boulder
Advancing Dairy Management with Artificial Intelligence: University of Illinois Urbana-Champaign
Foundations of ML & Python for Data Science: Packt
The Simplest Guide™ to Base SAS & Advanced SAS: Packt
Encoder-Decoder Architecture - Bahasa Indonesia: Google Cloud

Statistical Inference Courses Online