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  • Statistical Inference

Statistical Inference Courses

Statistical inference courses can help you learn hypothesis testing, confidence intervals, regression analysis, and data interpretation. You can build skills in analyzing sample data, making predictions, and drawing conclusions about larger populations. Many courses introduce tools like R and Python for statistical programming, as well as software for data visualization, which enhance your ability to apply statistical methods effectively.


Popular Statistical Inference Courses and Certifications


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    U

    University of Michigan

    Applied Unsupervised Learning in Python

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Supervised Learning, Python Programming, Exploratory Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Modeling, Data Compilation, Economics, R Programming, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Graphing, Surveys, Economics, Policy, and Social Studies, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • Status: Free Trial
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    U

    Università di Napoli Federico II

    Machine Learning e Data Mining in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Manipulation, Data Modeling

    4.9
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Matplotlib: Python Data Visualization & Wrangling

    Skills you'll gain: Matplotlib, Data Storytelling, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Scatter Plots, Data Processing, Histogram, Data Analysis, Exploratory Data Analysis, Graphing, Pandas (Python Package), Image Quality, Data Visualization Software, Python Programming

    Beginner · Specialization · 1 - 3 Months

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    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Applied Machine Learning, Generative AI, Google Cloud Platform, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Data Processing, Data Infrastructure, Google Cloud Platform, Machine Learning, Cloud Security, Data Analysis, Data Governance, Data Strategy, Data Storage Technologies, Data Migration, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Advanced · Course · 1 - 3 Months

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    L&T EduTech

    Industrial Applications of AI

    Skills you'll gain: Machine Learning Algorithms, Computer Vision, Applied Machine Learning, Image Analysis, Civil Engineering, Artificial Intelligence, Electrical Substation, Machine Learning, Computer Engineering, Tensorflow, Engineering, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Electric Power Systems, Electrical Engineering, Oil and Gas, Mechanical Engineering, Keras (Neural Network Library), Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Dashboard Development with Shiny: GenAI for Retail Analysis

    Skills you'll gain: Shiny (R Package), Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, R Programming, Data Wrangling, User Interface (UI) Design, Ggplot2, Data Manipulation, Data Integration, Data Import/Export

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Building a Machine Learning Solution

    Skills you'll gain: Exploratory Data Analysis, Data Collection, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Responsible AI, Applied Machine Learning, Data Analysis, Solution Design, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Application Deployment, Generative AI, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Google Cloud Platform, Keras (Neural Network Library), Data Quality, Data Cleansing, Machine Learning Methods, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Dataflow, Application Deployment, Data Analysis, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    92 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Alternative Investments as You Age

    Skills you'll gain: Case Studies, Financial Planning, Risk Modeling, Land Management, Financial Modeling, Succession Planning, Digital Assets, Financial Regulation

    Beginner · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular Statistical Inference courses

  • Applied Unsupervised Learning in Python: University of Michigan
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Machine Learning e Data Mining in R: Università di Napoli Federico II
  • Matplotlib: Python Data Visualization & Wrangling: EDUCBA
  • Introduction to Vertex AI : Fractal Analytics
  • Foundations of Data Science and Machine Learning with Python: Packt
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • Industrial Applications of AI: L&T EduTech
  • Dashboard Development with Shiny: GenAI for Retail Analysis: Coursera
  • Building a Machine Learning Solution: Coursera

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