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

Explore the Statistical Inference Course Catalog

Packt
Deep Neural Network for Beginners Using Python
Skills you'll gain: Deep Learning, Data Processing, Artificial Neural Networks, Data Wrangling, NumPy, Applied Machine Learning, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Program Development, Network Architecture, Exploratory Data Analysis, Machine Learning Algorithms, Machine Learning, Algorithms, Linear Algebra, Probability & Statistics
Beginner · Course · 1 - 3 Months
Board Infinity
AI-Driven Attribution Testing
Skills you'll gain: Data Ethics, Artificial Intelligence, Statistical Modeling, Web Analytics, Data-Driven Decision-Making, Business Ethics, Machine Learning, Network Model, Marketing, Trend Analysis, Forecasting
Intermediate · Course · 1 - 4 Weeks
Fundação Instituto de Administração
Cadeia de Suprimentos na Nuvem
Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategies, Value Propositions, Cloud Computing, Cloud Applications, Business Modeling, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics, Blockchain
Beginner · Course · 1 - 3 Months
Status: Free
Johns Hopkins University
تحليل البيانات الاستكشافية
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Dimensionality Reduction, Graphical Tools, Color Theory, Spatial Analysis
Mixed · Course · 1 - 4 Weeks
Google Cloud
Preparing and Aggregating Data for Visualizations using Cloud Dataprep
Skills you'll gain: Data Visualization Software, Data Manipulation, Data Import/Export, Data Transformation, Data Cleansing, Extract, Transform, Load, Sampling (Statistics)
Beginner · Project · Less Than 2 Hours
Packt
Advanced CNNs, Transfer Learning, and Recurrent Networks
Skills you'll gain: Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Image Analysis, Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Computer Vision, Natural Language Processing, Machine Learning
Advanced · Course · 1 - 3 Months
Google Cloud
Machine Learning in the Enterprise - Français
Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Google Cloud Platform, Data Governance, Workflow Management, Data Pipelines, Applied Machine Learning, Feature Engineering, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 3 Months
Fundação Instituto de Administração
Engajamento, Conversão e o Consumidor
Skills you'll gain: Marketing Analytics, Sales Strategy, Customer Analysis, Marketing Strategies, Data Visualization Software, Customer Engagement, Data Analysis, Consumer Behaviour, Regression Analysis, Performance Measurement, Market Research, Statistical Analysis, E-Commerce, Pandas (Python Package), Predictive Modeling, Scikit Learn (Machine Learning Library), Decision Tree Learning, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Introduction to Responsible AI - בעברית
Skills you'll gain: Data Ethics, Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy
Beginner · Course · 1 - 4 Weeks
Duke University
Designing Larger Python Programs for Data Science
Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Data Structures
Beginner · Course · 1 - 4 Weeks
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
Codio
Data Analysis in Python
Skills you'll gain: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Data Import/Export, Data Visualization, Data Cleansing, Data Manipulation, Statistics, Descriptive Statistics, Pandas (Python Package), Correlation Analysis, Python Programming, Programming Principles
Mixed · Course · 1 - 3 Months