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Beginner Data Analysis Courses

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


  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Functional Programming in Scala

    Skills you'll gain: Scala Programming, Apache Spark, Apache Hadoop, User Interface (UI), Programming Principles, Big Data, Data Processing, Data Structures, Data Manipulation, Object Oriented Programming (OOP), Heat Maps, Data Visualization Software, Interactive Data Visualization, Functional Design, Distributed Computing, Computer Programming, Real Time Data, Performance Tuning, Algorithms, Application Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    90 reviews

    Advanced · Course · 1 - 4 Weeks

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    D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Fundamentos de probabilidad y aplicaciones

    Skills you'll gain: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    179 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Technical Communication, Deep Learning, Technical Writing, Computer Programming, Machine Learning Methods, Health Informatics, Applied Machine Learning, Autoencoders, Machine Learning, Convolutional Neural Networks, Model Deployment, Keras (Neural Network Library), Machine Learning Algorithms, Supervised Learning, Artificial Neural Networks, Model Evaluation, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data

    3.3
    Rating, 3.3 out of 5 stars
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    49 reviews

    Advanced · Specialization · 1 - 3 Months

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    S

    Starweaver

    Threat Hunting Techniques

    Skills you'll gain: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Preprocessing, MLOps (Machine Learning Operations), Unsupervised Learning, Automation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    ANOVA and Experimental Design

    Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Analysis, Data Ethics, Statistical Modeling, Data Science, A/B Testing, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Sample Size Determination, Linear Algebra, Calculus

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Integración y preparación de datos

    Skills you'll gain: Data Integration, Data Literacy, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Data Science, Data Management, Pandas (Python Package), Predictive Modeling, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    104 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    C

    Coursera

    Hybrid Project Plans and Changes

    Skills you'll gain: Change Orders, Change Control, Project Schedules, Timelines, Initiative and Leadership, Sprint Planning, Project Planning, Planning, Waterfall Methodology, Scheduling, Project Estimation, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    I

    IBM

    IBM Hybrid Cloud Architect

    Skills you'll gain: Cloud-Native Computing, AWS Identity and Access Management (IAM), Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Computing, Cloud Development, Requirements Analysis, Data Modeling, Cloud Engineering, Cloud Storage, DevOps, Docker (Software), Infrastructure As A Service (IaaS), Solution Design, Microservices, Information Technology, Multi-Cloud, Agile Software Development, Scrum (Software Development)

    4.6
    Rating, 4.6 out of 5 stars
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    7.7K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Using Databases with Python

    Skills you'll gain: Data Store, SQL, Relational Databases, Database Management, Database Design, MySQL, Databases, Data Modeling, Web Scraping, Data Visualization Software, Object Oriented Programming (OOP), JSON, Data Processing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    22K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Data Literacy

    4.6
    Rating, 4.6 out of 5 stars
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    78 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Functional Programming in Scala: École Polytechnique Fédérale de Lausanne
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • AI for Productivity: Duke University
  • Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign
  • Threat Hunting Techniques: Starweaver
  • ANOVA and Experimental Design: University of Colorado Boulder
  • Integración y preparación de datos: Universidad de los Andes
  • Hybrid Project Plans and Changes: Coursera
  • IBM Hybrid Cloud Architect: IBM

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