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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


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    EDUCBA

    Analyze Business Data Using Tableau for Decision Making

    Skills you'll gain: Tableau Software, Business Intelligence, Interactive Data Visualization, Business Analytics, Data Storytelling, Data Visualization Software, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Data Architecture

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Data Analytics Using Python and Pandas

    Skills you'll gain: NumPy, Pandas (Python Package), Model Evaluation, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Data Manipulation, Matplotlib, Business Analytics, Exploratory Data Analysis, Data Visualization Software, Python Programming, Descriptive Statistics, Linear Algebra

    Beginner · Course · 1 - 3 Months

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    CertNexus

    Analyze Data

    Skills you'll gain: Data Analysis, Data Preprocessing, Data Visualization, Statistical Analysis, Exploratory Data Analysis, Business Analytics, Analytical Skills, Data Transformation, Probability & Statistics, Descriptive Statistics, Histogram, Scatter Plots

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze Business Data Using Statistics Foundations

    Skills you'll gain: Data Analysis, Data Visualization, Machine Learning

    Mixed · Course · 1 - 3 Months

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    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Survey Creation, Data Literacy, Data Visualization, Data Analysis, Peer Review, Research Design, Statistics, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Analysis, Logistic Regression, Report Writing, Correlation Analysis, Statistical Hypothesis Testing

    4.6
    Rating, 4.6 out of 5 stars
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    267 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google

    Analyze Data to Answer Questions

    Skills you'll gain: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
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    12K reviews

    Beginner · Course · 1 - 4 Weeks

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    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    48 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Analyze Data: Visualize, Summarize, and R

    Skills you'll gain: Exploratory Data Analysis, Financial Data, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Expense Management, Financial Analysis, Tidyverse (R Package), Data Manipulation, Statistical Visualization, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Data with Advanced Minitab Techniques

    Skills you'll gain: Estimation, Data-Driven Decision-Making, Statistics, Analytical Skills, Data Visualization, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze Usage Data

    Intermediate · Course · 1 - 4 Weeks

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    American Psychological Association

    Data Exploration in Psychology

    Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Data Analysis Software, Variance Analysis, Scatter Plots, Statistics, Social Sciences

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

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    Illinois Tech

    Data Analytics and Big Data

    Skills you'll gain: Database Design, Relational Databases, NoSQL, Database Management, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Apache Spark, Stored Procedure, Data Modeling, Data Preprocessing

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    97 reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular data analysis courses

  • Analyze Business Data Using Tableau for Decision Making: EDUCBA
  • Apply Data Analytics Using Python and Pandas: EDUCBA
  • Analyze Data: CertNexus
  • Analyze Business Data Using Statistics Foundations: EDUCBA
  • Data Literacy: Johns Hopkins University
  • Analyze Data to Answer Questions: Google
  • Advanced Statistical Techniques for Data Science: Illinois Tech
  • Analyze Data: Visualize, Summarize, and R: Coursera
  • Analyze Data with Advanced Minitab Techniques: EDUCBA
  • Analyze Usage Data: Coursera

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