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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.


More to explore:

Popular Statistical Inference Courses and Certifications


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    Duke University

    Beginning Llamafile for Local Large Language Models (LLMs)

    Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Case Western Reserve University

    Case Studies in Geostatistical Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Oil and Gas, Statistical Reporting, Statistical Methods, Estimation, Simulation and Simulation Software, Data Integration

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google Cloud

    Analyze Customer Reviews with Gemini Using Python Notebooks

    Skills you'll gain: Google Gemini, Google Cloud Platform, Customer Analysis, Cloud Management, Applied Machine Learning, Jupyter, Cloud Applications, LLM Application, Text Mining, Machine Learning, Business Reporting, SQL

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Smart Analytics, Machine Learning, and AI on GCP en Français

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

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Defending Against AI-Driven Phishing and Social Engineering

    Skills you'll gain: Penetration Testing, Cybersecurity, Anomaly Detection, Cyber Threat Intelligence, Threat Detection, AI Security, Security Awareness, Network Analysis, Generative AI, Prompt Engineering, Email Security, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Machine Learning in Python: Analyze & Apply

    Skills you'll gain: Matplotlib, NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Machine Learning Algorithms, Text Mining, Data Manipulation, Unsupervised Learning, Model Evaluation, Data Preprocessing, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategies, Value Propositions, Digital Transformation, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Blockchain

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    인공 지능 데이터 공정성 및 편향

    Skills you'll gain: Data Ethics, Responsible AI, Machine Learning, Data Collection, Game Theory, Algorithms, Applied Machine Learning, Artificial Intelligence, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Machine Learning with Python: Diabetes Prediction

    Skills you'll gain: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Modèles de séquence

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Keras (Neural Network Library), Tensorflow, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, 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

  • Beginning Llamafile for Local Large Language Models (LLMs): Duke University
  • Case Studies in Geostatistical Modeling : Case Western Reserve University
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Analyze Customer Reviews with Gemini Using Python Notebooks: Google Cloud
  • Smart Analytics, Machine Learning, and AI on GCP en Français: Google Cloud
  • Defending Against AI-Driven Phishing and Social Engineering: LearnQuest
  • Machine Learning in Python: Analyze & Apply: EDUCBA
  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração
  • 인공 지능 데이터 공정성 및 편향: LearnQuest

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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