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 .

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Explore the Statistical Inference Course Catalog

Corporate Finance Institute
Data Prep for Machine Learning in Python
Skills you'll gain: Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Data Visualization, Data Transformation, Pandas (Python Package), Box Plots, Scatter Plots, Histogram, Python Programming, Data Science, Scikit Learn (Machine Learning Library), Statistical Analysis
Advanced · Course · 1 - 3 Months
Coursera Project Network
Диверсификация портфеля с помощью корреляционной матрицы
Skills you'll gain: Correlation Analysis, Portfolio Management, Investments, Financial Analysis, Analysis, Asset Management, Financial Market, Risk Analysis
Intermediate · Guided Project · Less Than 2 Hours
Packt
Introduction to RNN and DNN
Skills you'll gain: PyTorch (Machine Learning Library), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Natural Language Processing
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Nouvelles approches pour mesurer la santé de la population
Skills you'll gain: Survey Creation, Epidemiology, Data Collection, Sampling (Statistics), Health Assessment, Program Evaluation, Research Design, Health Information Management and Medical Records, Research Methodologies, Data Ethics, Social Justice, Diversity Awareness, Information Systems
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Mastering Streamlined Syntax: Efficient Kotlin Coding
Skills you'll gain: Kotlin, IntelliJ IDEA, Software Development, Debugging
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Introduction to AI and Machine Learning on GC - 简体中文
Skills you'll gain: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Intelligence, Cloud Infrastructure, Machine Learning, Cloud Development, Cloud API, Data Pipelines, Natural Language Processing
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Fundamentals of Natural Language Processing
Skills you'll gain: Natural Language Processing, Text Mining, Statistical Modeling, Data Processing, Statistical Machine Learning, Probability & Statistics, Artificial Neural Networks, Deep Learning, Machine Learning, Supervised Learning, Regression Analysis
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Introduction to AI and Machine Learning on GC - 繁體中文
Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Big Data, Cloud Infrastructure, MLOps (Machine Learning Operations), Machine Learning, Natural Language Processing, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months
Indian Statistical Institute
Postgraduate Diploma in Applied Statistics
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Inference, Economics, Statistical Modeling, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Statistical Software, Demography, Data Collection, International Finance
Postgraduate Diploma · 6 - 12 Months
Coursera Project Network
Usar Funciones de Búsqueda, Matemáticas y Texto en Excel
Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Data Analysis Software, Statistical Analysis, Statistics, Data Manipulation
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Google Cloud
Introduction to AI and Machine Learning on GC - Português
Skills you'll gain: Generative AI, Google Cloud Platform, Cloud Infrastructure, MLOps (Machine Learning Operations), Applied Machine Learning, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Cloud API, Machine Learning, Natural Language Processing
Beginner · Course · 1 - 3 Months
Status: Free
Google Cloud
Attention Mechanism - Português Brasileiro
Skills you'll gain: Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Deep Learning, Natural Language Processing, Machine Learning, Text Mining
Intermediate · Course · 1 - 4 Weeks

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

Data Prep for Machine Learning in Python: Corporate Finance Institute
Диверсификация портфеля с помощью корреляционной матрицы: Coursera Project Network
Introduction to RNN and DNN: Packt
Nouvelles approches pour mesurer la santé de la population: Johns Hopkins University
Mastering Streamlined Syntax: Efficient Kotlin Coding: Coursera Project Network
Introduction to AI and Machine Learning on GC - 简体中文: Google Cloud
Fundamentals of Natural Language Processing: University of Colorado Boulder
Introduction to AI and Machine Learning on GC - 繁體中文: Google Cloud
Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
Usar Funciones de Búsqueda, Matemáticas y Texto en Excel: Coursera Project Network

Statistical Inference Courses Online