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  • Inferential Statistics

Inferential Statistics Courses

Inferential statistics courses can help you learn hypothesis testing, confidence intervals, regression analysis, and sampling methods. You can build skills in interpreting data, making predictions, and drawing conclusions from sample data. Many courses introduce tools like R and Python for statistical analysis, along with software such as SPSS and Excel, that support applying these statistical techniques to real-world data sets.


Popular Inferential Statistics Courses and Certifications


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    Neal Davis

    AWS Machine Learning Engineer Associate Exam Prep

    Skills you'll gain: Model Deployment, AWS SageMaker, Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, Cloud Deployment, Data Preprocessing, Model Evaluation, Amazon S3, Generative AI, Data Storage, Generative Model Architectures, Data Storage Technologies, Model Training, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Machine Learning, Amazon Redshift, Cloud Engineering

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Natural Language Processing with Attention Models

    Skills you'll gain: Natural Language Processing, Transfer Learning, Fine-tuning, Recurrent Neural Networks (RNNs), Applied Machine Learning, Keras (Neural Network Library), Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Geospatial Visualization, Cloud & Real-Time Pipelines

    Skills you'll gain: Leaflet (Software), Data Visualization, Extract, Transform, Load, Interactive Data Visualization, Datamaps, Data Pipelines, Data Presentation, Dashboard Creation, Spatial Data Analysis, Heat Maps, Apache Airflow, GIS Software, Geographic Information Systems, Geospatial Information and Technology, Metadata Management, Data Mapping, Spatial Analysis, Technical Documentation, Geospatial Mapping, Cloud Computing

    Intermediate · Specialization · 3 - 6 Months

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    University of Maryland, College Park

    Framework for Data Collection and Analysis

    Skills you'll gain: Surveys, Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Analysis, Sampling (Statistics), Big Data

    4.2
    Rating, 4.2 out of 5 stars
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    774 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Trade Chart Patterns: Flags, Triangles & Ranges

    Skills you'll gain: Technical Analysis, Market Dynamics, Market Trend, Financial Trading, Risk Management, Market Data, Trend Analysis, Risk Analysis, Securities Trading, Market Analysis, Consolidation

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Pipeline Architects: Data Engineering to Lakehouse

    Skills you'll gain: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Lakes, Data Pipelines, Diagram Design, Data Integration, Performance Tuning, Data Governance, Cloud Deployment, Data Management, Data Modeling, Data Mapping, Dataflow, Extract, Transform, Load, Trend Analysis, Service Level Agreement, SQL, Apache Kafka, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Introduction to Trading, Machine Learning & GCP

    Skills you'll gain: Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Model Training, Machine Learning Algorithms, Applied Machine Learning, Supervised Learning, Machine Learning Software, Time Series Analysis and Forecasting, Financial Trading, Deep Learning, Statistical Machine Learning, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Securities Trading, Technical Analysis, Cloud Platforms, Finance

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    Rating, 4 out of 5 stars
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    898 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Alberta

    Sample-based Learning Methods

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Sampling (Statistics), Machine Learning Algorithms, Simulations, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Applied Machine Learning, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    MathWorks

    Practical Data Science with MATLAB

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Plot (Graphics), Supervised Learning, Dimensionality Reduction, Data Presentation, Data Integration, Scientific Visualization, Statistical Visualization, Data Preprocessing, Interactive Data Visualization, Exploratory Data Analysis, Data Import/Export, Classification Algorithms, Model Training, Technical Communication, Data Analysis, Machine Learning Methods

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Create Charts and Dashboards Using Microsoft Excel

    Skills you'll gain: Dashboard, Microsoft Excel, Microsoft 365, Microsoft Office, Spreadsheet Software, Data Visualization, Document Management, Trend Analysis, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    1K reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Market Research Analyst: AI, Power BI, SurveyMonkey skilled

    Skills you'll gain: Persona Development, Market Intelligence, Dashboard Creation, Dashboard, Data Visualization, Qualitative Research, Competitive Intelligence, Competitive Analysis, Tidyverse (R Package), Data Storytelling, Data Presentation, Trend Analysis, Market Research, Data Ethics, Power BI, LinkedIn, Business Intelligence, Data Analysis, R Programming, Strategic Thinking

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    COVID19 Data Analysis Using Python

    Skills you'll gain: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Wrangling, Data Processing, Data Visualization, Plot (Graphics), Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Data Integration, Statistics, Infectious Diseases, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    2K reviews

    Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular inferential statistics courses

  • AWS Machine Learning Engineer Associate Exam Prep: Neal Davis
  • Natural Language Processing with Attention Models: DeepLearning.AI
  • Geospatial Visualization, Cloud & Real-Time Pipelines: Coursera
  • Framework for Data Collection and Analysis: University of Maryland, College Park
  • Trade Chart Patterns: Flags, Triangles & Ranges: EDUCBA
  • Pipeline Architects: Data Engineering to Lakehouse: Coursera
  • Introduction to Trading, Machine Learning & GCP: Google Cloud
  • Sample-based Learning Methods: University of Alberta
  • Practical Data Science with MATLAB: MathWorks
  • Create Charts and Dashboards Using Microsoft Excel: Coursera

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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