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  • Data Analysis

Data Analysis Courses for Beginners

Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.

Popular Beginner Data Analysis Courses and Certifications


  • C

    Coursera

    Advanced Model Architectures & Language AI

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Data Analysis, Applied Machine Learning, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Model Training, Fine-tuning, Model Deployment, Generative AI, Text Mining, Prompt Engineering, Deep Learning, Random Forest Algorithm, Machine Learning, MLOps (Machine Learning Operations)

    Intermediate · Course · 3 - 6 Months

  • E

    Erasmus University Rotterdam

    Econometrics: Methods and Applications

    Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Logistic Regression, Statistical Methods, Data Analysis, Economics, Trend Analysis, Analytics, Statistical Analysis, Quantitative Research, Analysis, Statistical Modeling, Statistics, Predictive Analytics, Case Studies, Forecasting, Probability & Statistics, Statistical Inference, Estimation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google

    Foundations of Business Intelligence

    Skills you'll gain: Stakeholder Engagement, Business Intelligence, Business Intelligence Software, Stakeholder Communications, Stakeholder Analysis, Data-Driven Decision-Making, Dashboard, Real Time Data, Data Integration, Data Modeling, Project Design, Data Analysis, Business Metrics, Plan Execution, Dashboard Creation, Business Process Improvement, Business Process, Project Implementation, Data Pipelines, Continuous Monitoring

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.1K reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze, Engineer, and Boost AI ROI

    Skills you'll gain: Feature Engineering, Data Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Statistics with Python

    Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data Visualization, Plot (Graphics), Matplotlib, Statistical Visualization, Statistical Software, Probability & Statistics, Model Evaluation, Statistical Programming, Data-Driven Decision-Making, Seaborn, Statistical Analysis, Jupyter, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.3K reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Google Analytics 4: Smart Rules for Beginners and Analysts

    Skills you'll gain: Google Analytics, Analytical Skills, Web Analytics, Analysis, Marketing Analytics, Data-Driven Decision-Making, Analytics, Data Analysis, Driving engagement, Event Monitoring, Data Collection, Customer Insights, Customer Acquisition Management

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    SQL Bootcamp - From Zero to Job-Ready

    Skills you'll gain: SQL, Star Schema, Snowflake Schema, Database Theory, Databases, Database Management, Database Design, Relational Databases, Query Languages, Data Analysis, Data Management

    Intermediate · Course · 3 - 6 Months

  • D

    Duke University

    Inferential Statistics

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Statistical Reporting, R (Software), Statistical Methods, Statistics, R Programming, Statistical Software, Statistical Analysis, Probability & Statistics, Statistical Programming, Data Analysis, Sampling (Statistics), Probability Distribution, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.8K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Train ML Models

    Skills you'll gain: Random Forest Algorithm, Model Evaluation, Feature Engineering, Model Training, Applied Machine Learning, Supervised Learning, Geospatial Mapping, Predictive Modeling, Image Analysis, Verification And Validation, Data Science, Environmental Engineering

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Microsoft Copilot for Project Management

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Engineering Tools, Responsible AI, Workflow Management, Project Management, Meeting Facilitation, Project Coordination, Project Risk Management, Automation, Budget Management, Microsoft Office, Artificial Intelligence, Microsoft Excel, Generative AI, Microsoft Word, Time Management, Financial Management, Data Analysis, Business Communication

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Hadoop Platform and Application Framework

    Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, File Systems, Data Processing, Software Architecture, Distributed Computing, Performance Tuning, Data Storage, System Configuration, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Advanced Analytics Techniques with Generative AI

    Skills you'll gain: Web Scraping, Regression Analysis, Responsible AI, Generative AI, Statistical Analysis, Rmarkdown, Feature Engineering, Predictive Modeling, Time Series Analysis and Forecasting, R (Software), Logistic Regression, Leaflet (Software), Risk Analysis, Data Pipelines, AI Product Strategy, AI Integrations, AI Enablement, AI Personalization, AI Orchestration, AI Workflows

    Intermediate · Specialization · 3 - 6 Months

1…495051…834

In summary, here are 10 of our most popular Data Analysis courses

  • Advanced Model Architectures & Language AI: Coursera
  • Econometrics: Methods and Applications: Erasmus University Rotterdam
  • Foundations of Business Intelligence: Google
  • Analyze, Engineer, and Boost AI ROI: Coursera
  • Statistics with Python: University of Michigan
  • Google Analytics 4: Smart Rules for Beginners and Analysts: Packt
  • SQL Bootcamp - From Zero to Job-Ready: Packt
  • Inferential Statistics: Duke University
  • Train ML Models: Coursera
  • Microsoft Copilot for Project Management: SkillsBooster Academy

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