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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.


Popular Quantitative Methods Courses and Certifications


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    Coursera

    Clean & Maintain Lists

    Skills you'll gain: Email Marketing, Data Cleansing, Performance Analysis, Performance Measurement, Cleanliness, Key Performance Indicators (KPIs), Performance Improvement, Marketing Effectiveness, Data Quality, Data Maintenance, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, Social Studies, International Finance

    Postgraduate Diploma · 6 - 12 Months

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    EDUCBA

    Apply Exploratory Data Analysis with R and ggplot2

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Français

    Skills you'll gain: Responsible AI, AI literacy, Model Evaluation, Machine Learning Software, Artificial Intelligence, Machine Learning Methods, Machine Learning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Apply Sqoop for HR Data Analytics Projects

    Skills you'll gain: Apache Hadoop, Data Import/Export, HR Tech, People Analytics, Big Data, Data Pipelines, Data Storage, Data Processing, Authentications, Data Migration, SQL, Analytics, Database Management, Data Quality, Performance Tuning, Scalability, Data Security

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Master GDAL CLI

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Applying AI Principles with GC - Indonesia

    Skills you'll gain: Responsible AI, Data Ethics, Risking, Artificial Intelligence, Governance, AI literacy, Business Ethics, AI Product Strategy, Accountability Frameworks, Ethical Standards And Conduct, Accountability, Decision Making, Continuous Improvement Process

    Beginner · Course · 1 - 3 Months

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    Status: Free Trial
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    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Object Oriented Java

    Skills you'll gain: Java, Object Oriented Design, File I/O, Web Servers, Program Development, Server Side, Programming Principles, Test Engineering, Code Reusability, Animation and Game Design, Encryption, Software Installation, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 简体中文

    Skills you'll gain: Responsible AI, Data Modeling, Model Evaluation, Machine Learning Methods, AI literacy, 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 quantitative methods courses

  • Clean & Maintain Lists: Coursera
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Apply Exploratory Data Analysis with R and ggplot2: EDUCBA
  • Attention Mechanism - 日本語版: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - Français: Google Cloud
  • Apply Sqoop for HR Data Analytics Projects : EDUCBA
  • Master GDAL CLI: Coursera
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Responsible AI: Applying AI Principles with GC - Indonesia: Google Cloud
  • Traverse Trees for ML with DFS & BFS: Coursera

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