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
How to Visualize Data with R
Skills you'll gain: Data Visualization Software, Ggplot2, Statistical Visualization, R Programming, Scatter Plots, Regression Analysis, Data Manipulation, Statistical Modeling, Data Analysis, Data Import/Export, Exploratory Data Analysis, Development Environment, Data Structures, Software Installation
Intermediate · Course · 1 - 4 Weeks
Packt
Clustering and Classification with Machine Learning in R
Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Data Science, Classification And Regression Tree (CART), Ggplot2, Random Forest Algorithm, Exploratory Data Analysis, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation
Beginner · Course · 1 - 3 Months
Status: New
Johns Hopkins University
Large-Scale Database Systems
Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Relational Databases, Database Management, Database Architecture and Administration, Databases, Cloud Computing, Query Languages, Big Data, Data Processing, Machine Learning, SQL, Data Access, Performance Tuning, Data Integrity, Authorization (Computing)
Intermediate · Specialization · 1 - 3 Months
Corporate Finance Institute
Regression Analysis - Fundamentals & Practical Applications
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Supervised Learning, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
Advanced · Course · 1 - 3 Months
Status: Free
University of California, Irvine
데이터 스토리텔링
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Data Ethics, Data Analysis, Advanced Analytics
Mixed · Course · 1 - 4 Weeks
Google Cloud
Art and Science of Machine Learning en Français
Skills you'll gain: Tensorflow, Performance Tuning, Machine Learning Algorithms, Artificial Neural Networks, Applied Machine Learning, Dimensionality Reduction, Machine Learning, Google Cloud Platform
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Introduction to Social Computing
Skills you'll gain: Data Ethics, Behavioral Economics, Analytics, Network Analysis, Game Design, Social Sciences, Sociology, Artificial Intelligence, Systems Thinking, Research, Usability, Data Collection, Machine Learning, Psychology
Intermediate · Course · 1 - 3 Months
Google Cloud
Serverless Machine Learning with Tensorflow on Google Cloud auf Deutsch
Skills you'll gain: Tensorflow, Applied Machine Learning, Feature Engineering, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Scalability, Data Processing, Machine Learning, Deep Learning, Serverless Computing
Intermediate · Course · 1 - 3 Months
DeepLearning.AI
Structurer des projets d’apprentissage automatique
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Applied Machine Learning, Debugging, Deep Learning, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Data Science, Test Case, Exploratory Data Analysis, Analysis, Algorithms, Performance Tuning
Beginner · Course · 1 - 4 Weeks
University of Colorado System
Machine Learning for Marketers
Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis
Intermediate · Course · 1 - 4 Weeks
Fundação Instituto de Administração
Pesquisa de Mercado com Métodos Quantitativos
Skills you'll gain: Quantitative Research, Survey Creation, Sampling (Statistics), Data Collection, Market Research, Data Analysis, Research Methodologies, Statistical Analysis, Data Quality
Beginner · Course · 1 - 4 Weeks
Packt
Alteryx Advanced
Skills you'll gain: Alteryx, Data Cleansing, Data Manipulation, Data Wrangling, Data Processing, Data Transformation, Advanced Analytics, Predictive Modeling, Applied Machine Learning, Data Integration, Analytics, Extract, Transform, Load, Database Management, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Feature Engineering, Data Pipelines, Business Process Automation, Workflow Management
Intermediate · Course · 1 - 3 Months