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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

    Generative KI: Grundlegende Konzepte

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, AI Security, Data Modeling, Artificial Intelligence, Large Language Modeling, Machine Learning, Data Quality

    Beginner · 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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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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    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, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance

    Postgraduate Diploma · 6 - 12 Months

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    Packt

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

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

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning: Build & Optimize Neural Networks

    Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Introducción a la seguridad en el mundo de la IA

    Skills you'll gain: AI Security, Data Security, Responsible AI, Security Strategy, Security Management, Risking, Infrastructure Security, Threat Management, Data Ethics, Cybersecurity, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

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

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    生成 AI: 基本概念の理解

    Skills you'll gain: Generative AI, Google Cloud Platform, Large Language Modeling, AI Security, Artificial Intelligence, Responsible AI, Model Evaluation, Machine Learning, Data Preprocessing, Data Quality, Innovation

    Beginner · Course · 1 - 4 Weeks

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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

  • Generative KI: Grundlegende Konzepte: Google Cloud
  • Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt
  • Deep Learning: Build & Optimize Neural Networks: EDUCBA
  • Introducción a la seguridad en el mundo de la IA: Google Cloud
  • Introduction to AI and Machine Learning on GC - Deutsch: Google Cloud
  • Program Structure and Algorithms Part 2: Northeastern University
  • Responsible AI: Interpretability & Transparency - Deutsch: 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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