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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

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    ★ 4.9 (9) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Product Recommender System: OpenAI Text Embedding

    Skills you'll gain: Embeddings, AI Personalization, OpenAI API, Data Analysis, Generative AI, OpenAI, Data Manipulation, Prototyping, Data Visualization, Python Programming, Dimensionality Reduction

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Optimizing Performance of LookML Queries

    Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

  • G

    Google

    Ask Effective Questions

    Skills you'll gain: Analytics

    ★ 4.9 (11) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Plots Creation using Matplotlib Python

    Skills you'll gain: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Statistical Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Presentation, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures

    ★ 3.9 (9) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Compensation and Benefits Analyst

    Skills you'll gain: Compensation Analysis, Compensation Management, Job Evaluation, Benefits Administration, Compensation and Benefits, Data Collection, Data Visualization, Job Analysis, Compensation Strategy, Data Presentation, Data-Driven Decision-Making, Spreadsheet Software, Data Visualization Software, Project Management, Communication Planning, Data Analysis, Microsoft Excel, Benefits Enrollment Processes, Business Analytics, Program Management

    ★ 4.5 (120) · Beginner · Professional Certificate · 3 - 6 Months

  • P

    Packt

    Excel Essentials

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Cleansing, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Management, Workflow Management, File Management

    ★ 4.8 (18) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Boost Productivity with Gemini & Copilot in Google Workspace

    Skills you'll gain: Responsible AI, Prompt Engineering, Google Sheets, Google Gemini, Gemini, AI Integrations, Email Automation, Compliance Training, AI Workflows, AI Enablement, Governance, Compliance Management, Spreadsheet Software, Financial Regulation, Data Ethics, Microsoft Copilot, Enterprise Security, Google Workspace, Gmail, Financial Services

    Beginner · Course · 1 - 4 Weeks

  • A

    American Psychological Association

    Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design

    ★ 4.8 (291) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Excel Functions and References Fast

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Payroll, Data Integrity, Scalability

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming

    ★ 4.8 (69) · Beginner · Guided Project · Less Than 2 Hours

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

  • Machine Learning in Retail: Coursera
  • Product Recommender System: OpenAI Text Embedding : Coursera
  • Optimizing Performance of LookML Queries: Google Cloud
  • Ask Effective Questions: Google
  • Plots Creation using Matplotlib Python: Coursera
  • ADP Entry-Level Compensation and Benefits Analyst: Automatic Data Processing, Inc. (ADP)
  • Excel Essentials: Packt
  • Boost Productivity with Gemini & Copilot in Google Workspace: Coursera
  • Psychological Research: American Psychological Association
  • Scripting with Alteryx: Python and R for Advanced Workflows: Coursera

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