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  2. Statistics

Statistics Courses

Statistics courses can help you learn data analysis, probability theory, hypothesis testing, and regression techniques. You can build skills in interpreting data sets, making informed predictions, and conducting surveys. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing results. You'll also explore key topics such as descriptive statistics, inferential statistics, and experimental design, equipping you with the knowledge to tackle real-world data challenges.

Popular Statistics Courses and Certifications


  • I

    IBM

    IBM Data Analyst Capstone Project

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Interactive Data Visualization, Data Presentation, IBM Cognos Analytics, Data Analysis, Dashboard Creation, Data Visualization Software, Dashboard, Jupyter, Scatter Plots, Box Plots, Looker (Software), Data Analysis Software, Data Cleansing, Histogram, Statistical Analysis, Analysis, Data Wrangling, Data Collection

    4.6 stars, 1.3K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (1.3K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Model Optimization, Probability Distribution, Model Training

    4.7 stars, 109 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (109) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Drive Decisions with Data: SQL Analytics

    Skills you'll gain: Correlation Analysis, Data Pipelines, Dashboard, Dashboard Creation, Analytics, SQL, Business Analytics, Data Infrastructure, Data-Driven Decision-Making, Warehousing, Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Return On Investment, Interactive Data Visualization, Descriptive Statistics

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Digital Marketing

    Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Digital Marketing Campaigns, Email Marketing, Digital Advertising, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Marketing Strategy and Techniques, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing, Social Media Content

    4.5 stars, 63 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.5 (63) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    AI Optimization & Experimental Methods

    Skills you'll gain: Advanced Analytics, Generative AI, Analytics, Simulations, Analytical Skills, Risk Analysis, Return On Investment, Machine Learning, Data Science, Model Training, Model Evaluation, Statistical Methods, Decision Making, Reinforcement Learning, Business Strategy, Statistics

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Improve Data Quality and Automate Errors

    Skills you'll gain: Data Quality, Data Management, Quality Assurance, Data Cleansing, Quality Improvement, Quality Assessment, Data Validation, Data Pipelines, Key Performance Indicators (KPIs), SQL, Data Processing, Extract, Transform, Load, Performance Analysis, Automation, Trend Analysis

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Pandas (Python Package), Statistical Inference, Statistics, Python Programming, Machine Learning

    4.3 stars, 129 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (129) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Data Transformation, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Design Thinking, Python Programming

    4.4 stars, 87 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.4 (87) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Statistics, Derivatives

    4.5 stars, 192 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.5 (192) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Fundamentals of entrepreneurship in the family business

    Skills you'll gain: Value Propositions, Entrepreneurship, Sales Presentation, Ideation, Business Modeling, Sales Presentations, Market Opportunities, Innovation, Presentations, Business Strategies, Market Trend, Trend Analysis

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Machine Learning Capstone

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Machine Learning Methods, Applied Machine Learning, Data Presentation, Machine Learning, Data Analysis, Machine Learning Algorithms, Descriptive Statistics, Regression Analysis, Python Programming, Artificial Neural Networks, Application Development

    4.7 stars, 218 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (218) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Data Analysis, Python Programming

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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