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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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    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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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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    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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    Edureka

    Neural Models and Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Data Visualization and Storytelling with Python

    Skills you'll gain: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Español

    Skills you'll gain: Responsible AI, Data Analysis, Data Modeling, Model Evaluation, Artificial Intelligence, Data Visualization Software, Machine Learning, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, Applied Machine Learning, Data Analysis, Artificial Intelligence, Machine Learning, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Production Machine Learning Systems - Français

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Performance Tuning, Data Pipelines, Scalability

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning in the Enterprise - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Governance, Data Management, AI Workflows, Google Cloud Platform, Tensorflow, Machine Learning, Model Evaluation, Data Pipelines, Data Transformation, Cloud Deployment, Containerization

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Configuring Vector Search in AlloyDB

    Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Database Administration, Database Design, Query Languages, Database Management Systems, Generative AI, Machine Learning

    Beginner · Project · Less Than 2 Hours

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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

    Responsible AI for Developers: Interpretability & Transparency - 简体中文

    Skills you'll gain: Data Ethics, Responsible AI, Data Modeling, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Feature Engineering - Italiano: Google Cloud
  • Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
  • Machine Learning with Small Data Part 2: Northeastern University
  • Neural Models and Machine Translation: Edureka
  • Data Visualization and Storytelling with Python: Packt
  • Responsible AI for Developers: Interpretability & Transparency - Español: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - 繁體中文: Google Cloud
  • Production Machine Learning Systems - Français: Google Cloud
  • Machine Learning in the Enterprise - 한국어: Google Cloud
  • Configuring Vector Search in AlloyDB: Google Cloud

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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