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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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    EDUCBA

    R: Apply & Analyze K-Means Clustering for Unsupervised ML

    Skills you'll gain: Unsupervised Learning, Applied Machine Learning, R Programming, Machine Learning, Machine Learning Algorithms, Data Analysis, Data Manipulation, Data Transformation, Probability & Statistics

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Survey of Data Science

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Production Machine Learning Systems - Français

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Performance Tuning, Data Pipelines, Scalability, Hybrid Cloud Computing, Mobile Development Tools

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Responsible AI, Verification And Validation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Generative KI: Grundlegende Konzepte

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

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Pandas (Python Package), Data Transformation, Exploratory Data Analysis, Classification And Regression Tree (CART), Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Compensation Analysis in Law Firms

    Skills you'll gain: Compensation Management, Compensation Analysis, Compensation Strategy, Compensation and Benefits, Legal Technology, People Analytics, Data-Driven Decision-Making, Benchmarking, Labor Compliance, Generative AI, Employee Retention, Analysis, Operational Efficiency

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Defending Against AI-Driven Phishing and Social Engineering

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

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Manipulate Text Like a Pro with stringr

    Skills you'll gain: Data Manipulation, R Programming, Tidyverse (R Package), Text Mining, Data Wrangling, Data Transformation, Data Cleansing, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Comparable Company Valuation – Advanced Analysis & Cases

    Skills you'll gain: Market Share, Financial Statement Analysis, Case Studies, Estimation, Business Valuation, Financial Analysis, Competitive Analysis, Financial Modeling, Market Analysis, Growth Strategies, International Finance, Financial Forecasting, Benchmarking, Spreadsheet Software

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    توقع حضور المواعيد الطبية باستخدام Python

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Processing, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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

  • R: Apply & Analyze K-Means Clustering for Unsupervised ML: EDUCBA
  • Survey of Data Science: Packt
  • Production Machine Learning Systems - Français: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Generative KI: Grundlegende Konzepte: Google Cloud
  • DataPrep for H2O Driverless AI: H2O.ai
  • GenAI for Compensation Analysis in Law Firms: Coursera
  • Defending Against AI-Driven Phishing and Social Engineering: LearnQuest
  • Manipulate Text Like a Pro with stringr: Microsoft
  • Comparable Company Valuation – Advanced Analysis & Cases: 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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