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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

    Design Smart Surveys with Skip Logic

    Skills you'll gain: Surveys, Survey Creation, User Feedback, Case Studies, Data Quality, Research Design, User Research, Data Collection, Qualitative Research

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Beat Cognitive Biases Fast

    Skills you'll gain: Decision Making, Mitigation, Data-Driven Decision-Making, Analytical Skills, Analytics, Analysis, Critical Thinking, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Skill Up with Python: Web Development Recipes

    Skills you'll gain: Full-Stack Web Development, Flask (Web Framework), Web Applications, Real Time Data, Web Development, Restful API, Application Development, Application Programming Interface (API), Frontend Integration, Back-End Web Development, API Design, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Model Training, Machine Learning Methods, Dimensionality Reduction, Data Preprocessing, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Optimization, Recurrent Neural Networks (RNNs), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Uncover Product Insights: Analyze Engagement Metrics

    Skills you'll gain: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Quality Monitoring, Business Metrics, Performance Metric, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze and Act on Audience Insights

    Skills you'll gain: Surveys, Survey Creation, Customer Insights, Data-Driven Marketing, Data Import/Export, Data Presentation, Market Research, Marketing Analytics, Customer Analysis, Marketing Strategies, Target Audience, Presentations, Data Analysis, Microsoft Excel, Target Market, Pivot Tables And Charts, Data-Driven Decision-Making, Data Storytelling, Spreadsheet Software, Data Capture

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Unlock Product Insights: Analyze and Evaluate

    Skills you'll gain: Analytical Skills, Analysis, Data Preprocessing, Data Analysis, Model Evaluation, Analytics, Regression Analysis, Classification And Regression Tree (CART), Strategic Decision-Making, Business Analytics, Decision Making, Predictive Modeling, Classification Algorithms, Statistical Modeling, Logistic Regression, Decision Tree Learning, Research, Investigation, Quantitative Research, Scientific Methods

    Intermediate · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Project Management: Managing and Closing Successfully

    Skills you'll gain: Project Closure, Project Implementation, Project Management Life Cycle, Change Control, Project Controls, Project Performance, Project Management, Performance Reporting, Sprint Planning, Project Planning, Change Requests, Agile Project Management, Microsoft Excel, Plan Execution, Report Writing, Team Leadership, Microsoft Office, Leadership, Microsoft Word, Leadership Development

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Fundamentals of Analytics Engineering

    Skills you'll gain: Data Modeling, Data Transformation, Database Design, Data Engineering, Dashboard, Dashboard Creation, Cloud Engineering, Analytics, Star Schema, Data Warehousing, Data Architecture, Data Integration, Extract, Transform, Load, Business Intelligence, Business Intelligence Software, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Cloud Infrastructure

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply SQL Server Fundamentals for Relational Databases

    Skills you'll gain: Microsoft SQL Servers, Relational Databases, Database Design, Database Development, SQL, Database Management Systems, Database Management, Query Languages, Databases, Database Software, Database Architecture and Administration, Data Integrity, System Configuration, Software Installation, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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

  • Design Smart Surveys with Skip Logic: Coursera
  • Beat Cognitive Biases Fast: Coursera
  • Skill Up with Python: Web Development Recipes: Pearson
  • Machine Learning Foundations: Packt
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Uncover Product Insights: Analyze Engagement Metrics: Coursera
  • Analyze and Act on Audience Insights: Coursera
  • Unlock Product Insights: Analyze and Evaluate: Coursera
  • Project Management: Managing and Closing Successfully: Logical Operations
  • Fundamentals of Analytics Engineering: Packt

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