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  • Applied Statistics

Applied Statistics Courses

Applied statistics courses can help you learn data analysis, hypothesis testing, regression techniques, and experimental design. You can build skills in interpreting data sets, making predictions, and communicating statistical findings effectively. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing data.

Popular Applied Statistics Courses and Certifications


  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture

    4.5 stars, 82 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (82) · Intermediate · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning

    4.5 stars, 19 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (19) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Classification Analysis

    Skills you'll gain: Classification Algorithms, Analytical Skills, Data Analysis, Model Evaluation, Logistic Regression, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Machine Learning Algorithms, Machine Learning Methods, Predictive Modeling, Feature Engineering, Fine-tuning, Model Training, Bayesian Statistics

    5 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 5 (8) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Lesson Planning with the ELL in Mind

    Skills you'll gain: Lesson Planning, Language Competency, English Language, Curriculum Planning, Pedagogy, Instructional and Curriculum Design, Language Learning, Student Engagement, Multilingualism, Learning Theory, Grammar, Vocabulary

    4.7 stars, 203 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (203) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Build Powerful AI Agents with OpenAI Tools

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, OpenAI API, Model Deployment, OpenAI, AI Integrations, Tool Calling, LLM Application, Enterprise Application Management, OAuth, Model Context Protocol, Prompt Engineering, Performance Tuning, Real Time Data, Interoperability, Prompt Patterns, Application Deployment

    3.8 stars, 9 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.8 (9) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Process Modeling, Software Design Documents, Software Development Methodologies, Business Analysis, Functional Requirement, Software Design, Analysis, Business Process Modeling, Business Analysis Tools, Verbal Communication Skills, Communication, Software Development, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management, Stakeholder Engagement

    4.6 stars, 54 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (54) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    L’IA pour tous

    Skills you'll gain: AI Product Strategy, AI Enablement, Business Strategy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Responsible AI, Data Ethics, Artificial Neural Networks, Applied Machine Learning, Data Science, Deep Learning, Machine Learning, Recruitment

    4.7 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (45) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Building Candlestick Charts with Google Sheets

    Skills you'll gain: Technical Analysis, Google Sheets, Spreadsheet Software, Market Data, Cloud Computing, Data Visualization, Trend Analysis

    4.2 stars, 303 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (303) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • A

    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Model Optimization, Statistical Modeling, Simulations, Statistical Inference, Mathematical Modeling, Design Strategies, Model Evaluation

    4.7 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (67) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Simulations, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The University of Edinburgh

    Intellectual Humility: Science

    Skills you'll gain: Open Mindset, Curiosity, Willingness To Learn, Self-Awareness, Growth Mindedness, Personal Attributes, Child Development, Cognitive flexibility, Emotional Intelligence, Human Learning, Critical Thinking, Social Sciences

    4.7 stars, 187 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (187) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Advanced Spacecraft Dynamics and Control

    Skills you'll gain: Vibrations, Control Systems, Simulation and Simulation Software, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Differential Equations, Applied Mathematics, Numerical Analysis, Mathematical Modeling

    4.9 stars, 16 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.9 (16) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied statistics courses

  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Social Computing: Johns Hopkins University
  • Classification Analysis: University of Colorado Boulder
  • Lesson Planning with the ELL in Mind: Arizona State University
  • Build Powerful AI Agents with OpenAI Tools: Coursera
  • Introduction to Systems Analysis: IBM
  • L’IA pour tous: DeepLearning.AI
  • Building Candlestick Charts with Google Sheets: Coursera
  • Response Surfaces, Mixtures, and Model Building: Arizona State University
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System

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