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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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    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction

    Mixed · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Análisis de fútbol aplicado - Mirando a los casos reales

    Skills you'll gain: Journalism, Statistics, Media and Communications, Analysis, Case Studies, Databases, Forecasting, Relational Databases, Data Integration, Innovation, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Google BigQuery for Data and ML Engineers

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

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Risk Management, Credit Risk, International Finance, Financial Market, Portfolio Management, Financial Modeling, Finance, Market Dynamics, Business Mathematics

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Data Processing and Exploration with NumPy & Pandas

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Machine Learning with Python: Case Studies

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Predictive Modeling, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning, Python Programming, Data Visualization, Data Preprocessing

    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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    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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    Packt

    Data Visualization in Tableau & Python (2 Courses in 1)

    Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Data Storytelling, Seaborn, Tableau Software, Statistical Visualization, Dashboard, Matplotlib, Visualization (Computer Graphics), Heat Maps, Scatter Plots, Histogram

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Ruta ExperiencIA

    Skills you'll gain: Generative AI, Artificial Intelligence, AI Enablement, Responsible AI, AI Product Strategy, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Fundraising with IPO & FPO Valuation Strategies

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Income Statement, Business Valuation, Balance Sheet, Fundraising, Investment Banking, Financial Modeling, Financial Forecasting, Equities, Corporate Finance

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

  • Applied Natural Language Processing in Engineering Part 1: Northeastern University
  • Análisis de fútbol aplicado - Mirando a los casos reales: Real Madrid Graduate School Universidad Europea
  • Google BigQuery for Data and ML Engineers: Pearson
  • Forward Contracts: Analyze, Apply & Hedge: EDUCBA
  • Data Processing and Exploration with NumPy & Pandas: Packt
  • Machine Learning with Python: Case Studies: EDUCBA
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Program Structure and Algorithms Part 2: Northeastern University
  • Data Visualization in Tableau & Python (2 Courses in 1): Packt
  • Microsoft Ruta ExperiencIA: Microsoft

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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