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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


  • C

    Coursera

    Machine Learning with ChatGPT: Image Classification Model

    Skills you'll gain: Model Evaluation, ChatGPT, Fine-tuning, Keras (Neural Network Library), Model Training, Applied Machine Learning, Data Preprocessing, Image Analysis, Data Import/Export, Test Data, Machine Learning, Python Programming, Artificial Neural Networks, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    The data to decision path for infusion of AI in healthcare

    Skills you'll gain: Decision Intelligence, Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Clinical Informatics, Machine Learning Methods, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Data in Azure ML Studio

    Skills you'll gain: Descriptive Statistics, Descriptive Analytics, Jupyter, Microsoft Azure, Statistical Visualization, Plot (Graphics), Model Training, Data Analysis, Statistics, Exploratory Data Analysis, Data Visualization Software, Correlation Analysis, Applied Machine Learning, Machine Learning Methods

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Mécanique Lagrangienne

    Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Linear Algebra, Mechanical Engineering, Physics, Advanced Mathematics, Differential Equations, Calculus, Applied Mathematics, Integral Calculus, Mathematical Modeling, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Mathematical Modeling, Operations Research, Debugging, Computational Logic, Combinatorics, Code Reusability, Applied Mathematics, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Modeling Data in the Tidyverse

    Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Sampling (Statistics), Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Data-Driven Decision-Making, Regression Analysis, Data Science, Statistical Inference, Predictive Analytics, Rmarkdown, Statistical Methods, Applied Machine Learning, Model Evaluation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of California, Davis

    Continuous Integration

    Skills you'll gain: Continuous Integration, CI/CD, Continuous Deployment, Integration Testing, DevOps, Software Development, Continuous Monitoring, Software Development Tools, System Monitoring, Build Tools, Containerization, Docker (Software), Application Deployment, Development Environment, Security Controls, GitHub, Automation

    4
    Rating, 4 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Applied Machine Learning, Machine Learning Methods, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Robot Localization with Python and Particle Filters

    Skills you'll gain: Spatial Data Analysis, Robotics, Artificial Intelligence, Sampling (Statistics), Simulations, NumPy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    25 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM COBOL Software Development Process

    Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, z/OS, COBOL (Programming Language), Unit Testing, Systems Analysis, Systems Development, Pseudocode, Program Development, Software Development Methodologies, Agile Methodology, Software Development, Software Design, Agile Software Development, Systems Architecture, Mainframe Computing, Scrum (Software Development), Test Planning, Mainframe Technologies, Software Testing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Product Owner: Essential Skills and Tools for Innovation

    Skills you'll gain: AI Product Strategy, Backlogs, Agile Product Development, Product Roadmaps, Product Strategy, Sprint Planning, Product Planning, Product Management, User Story, Strategic Planning, Agile Software Development, Agile Methodology, Scaled Agile Framework, Lean Methodologies, Product Development, Prioritization, Business Priorities, Technical Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied statistics courses

  • Machine Learning with ChatGPT: Image Classification Model: Coursera
  • The data to decision path for infusion of AI in healthcare: University of Colorado System
  • Analyze Data in Azure ML Studio: Coursera
  • Mécanique Lagrangienne: École Polytechnique Fédérale de Lausanne
  • 离散优化建模高阶篇 Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Modeling Data in the Tidyverse: Johns Hopkins University
  • Continuous Integration: University of California, Davis
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Create a Superhero Name Generator with TensorFlow: Coursera
  • Robot Localization with Python and Particle Filters: Coursera

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