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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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    Microsoft

    Reshaping Data with tidyr

    Skills you'll gain: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Indonesian

    Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Tensorflow, Model Deployment, Big Data, Machine Learning, Model Evaluation, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Machine Learning with Implementation in Java

    Skills you'll gain: Data Preprocessing, Model Deployment, Apache Mahout, Java, Java Programming, Apache Spark, Classification Algorithms, Applied Machine Learning, Deep Learning, Model Evaluation, Natural Language Processing, Data Cleansing, Machine Learning, Feature Engineering, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Decision Trees in R: Build, Predict & Evaluate

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Survey of Data Science

    Skills you'll gain: Data Mining, Logistic Regression, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, Data Preprocessing, Cloud Deployment, Embeddings, Feature Engineering, Deep Learning, Artificial Neural Networks, Model Evaluation, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Google BigQuery for Data and ML Engineers

    Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Comparable Company Analysis: Apply, Evaluate & Excel

    Skills you'll gain: Business Valuation, Financial Analysis, Financial Modeling, Financial Statement Analysis, Investment Banking, Mergers & Acquisitions, Corporate Finance, Interviewing Skills, Real Estate, Benchmarking, Microsoft Excel

    Mixed · Course · 1 - 4 Weeks

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    University of Illinois at Urbana-Champaign

    Master of Business Administration (iMBA)

    Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Variance Analysis, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making

    Earn a degree

    Degree · 1 - 4 Years

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 한국어

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI Enablement, Model Evaluation, Machine Learning, Data Visualization Software

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular statistical inference courses

  • Reshaping Data with tidyr: Microsoft
  • Machine Learning with Small Data Part 2: Northeastern University
  • Introduction to AI and Machine Learning on GC - Indonesian: Google Cloud
  • Machine Learning with Implementation in Java: Board Infinity
  • Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt
  • Survey of Data Science: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro: Google Cloud
  • Google BigQuery for Data and ML Engineers: Pearson
  • Comparable Company Analysis: Apply, Evaluate & Excel: EDUCBA

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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