Statistical Analysis

Statistical Analysis is the collection, interpretation, presentation, and modeling of data to uncover patterns and trends. Coursera's Statistical Analysis catalogue educates you on the methods used to analyze and interpret data in various fields such as science, business, healthcare, and social sciences. You'll learn to employ statistical techniques such as regression analysis, variance analysis, time series analysis, hypothesis testing, and more. You'll also gain proficiency in statistical software and languages like R, Python, and SPSS, enabling you to derive meaningful insights from complex data sets and make evidence-based decisions.
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Explore the Statistical Analysis Course Catalog

  • Status: Free Trial

    IBM

    Skills you'll gain: Generative AI, Data Storytelling, OpenAI, Analytics, Data Analysis, Interactive Data Visualization, Prompt Engineering, Data Ethics, Responsible AI, Data Visualization Software, Statistical Analysis, Python Programming, Query Languages

    4.7
    Rating, 4.7 out of 5 stars
    156 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Tableau Software, Plot (Graphics), Natural Language Processing, Scatter Plots, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Anomaly Detection, Analytics

    4.5
    Rating, 4.5 out of 5 stars
    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    Status: Free Trial

    EDUCBA

    Skills you'll gain: Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Manipulation, Data Cleansing, Jupyter, Feature Engineering, Python Programming, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Michigan

    Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, R Programming, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    Columbia University

    Skills you'll gain: Portfolio Management, Investment Management, Asset Management, Market Liquidity, Risk Management, Financial Market, Financial Modeling, Financial Trading, Equities, Statistical Methods, Risk Analysis, Securities Trading, Market Dynamics, Financial Analysis, Statistical Analysis

    4.7
    Rating, 4.7 out of 5 stars
    43 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview

    Universidad Austral

    Skills you'll gain: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    768 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Data Analysis, Markov Model, Network Analysis, Biochemistry, Biotechnology, Life Sciences, Infectious Diseases, Statistical Analysis, Biology, Pharmacology, Algorithms, Machine Learning, Data Analysis Software, Data Mapping, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial

    Duke University

    Skills you'll gain: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming

    4.8
    Rating, 4.8 out of 5 stars
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    Microsoft

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design

    4.7
    Rating, 4.7 out of 5 stars
    127 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial

    Imperial College London

    Skills you'll gain: Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Statistics, R Programming, Predictive Modeling, Statistical Analysis, Feature Engineering, Probability & Statistics, Data Wrangling, Statistical Inference, R (Software), Data Cleansing, Public Health

    4.8
    Rating, 4.8 out of 5 stars
    367 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of California, Davis

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Focus Group, Quantitative Research, Qualitative Research, Data Synthesis, Market Research, Proposal Writing, Data Storytelling, Statistical Analysis, Presentations, Discussion Facilitation, Marketing Analytics, Marketing, Research Methodologies, Data Analysis, Data Visualization Software, Market Analysis, Business Research, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Coursera Project Network

    Skills you'll gain: Portfolio Management, Plotly, Data Visualization, Investment Management, Financial Analysis, Statistical Analysis, Financial Data, Risk Modeling, Market Data, Finance, Equities, Data Analysis, Pandas (Python Package), Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    47 reviews

    Beginner · Guided Project · Less Than 2 Hours

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