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  • Beginner Data Analysis

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


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    Michigan State University

    Design and Make Infographics (Project-Centered Course)

    Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Data Mapping, Graphic Design, Typography, Layout Design, Design Elements And Principles, Storytelling, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
    ·
    960 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Computer Vision: YOLO Custom Object Detection with Colab GPU

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation

    3.1
    Rating, 3.1 out of 5 stars
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    9 reviews

    Beginner · Course · 3 - 6 Months

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    Vanderbilt University

    Generative AI for Leaders

    Skills you'll gain: Succession Planning, Business Writing, Generative AI, Leadership, Meeting Facilitation, Organizational Leadership, AI Enablement, Business Leadership, Proposal Writing, Thought Leadership, Prompt Engineering, Human Resource Strategy, Business Transformation, Artificial Intelligence, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    627 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Sydney

    Academic Skills for University Success: Capstone

    Skills you'll gain: Critical Thinking, Research, Oral Expression, Problem Solving, Writing, Video Production, Multimedia, Brainstorming, Creative Thinking, Ethical Standards And Conduct

    4.9
    Rating, 4.9 out of 5 stars
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    1.9K reviews

    Mixed · Course · 1 - 3 Months

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    University of Maryland, College Park

    Cryptography

    Skills you'll gain: Cryptography, Encryption, Key Management, Public Key Cryptography Standards (PKCS), Cybersecurity, Communication Systems, Digital Communications, Authentications, Data Integrity, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Mixed · Course · 1 - 3 Months

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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    185 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    SQL Joins

    Skills you'll gain: MySQL, SQL, Relational Databases, Query Languages, Data Analysis, Computer Programming, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
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    180 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Shanghai Jiao Tong University

    Discrete Mathematics

    Skills you'll gain: Combinatorics, Graph Theory, Theoretical Computer Science, Mathematical Theory & Analysis, Advanced Mathematics, Network Analysis, Computational Thinking, Algorithms, Data Structures, Computer Science

    3.3
    Rating, 3.3 out of 5 stars
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    202 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Keras Deep Learning & Generative Adversarial Networks (GAN)

    Skills you'll gain: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Applied Machine Learning, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Artificial Neural Networks, Image Analysis, Artificial Intelligence, Machine Learning, Data Science

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Introduction to AI and Machine Learning on Google Cloud

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Tensorflow, Model Deployment, Artificial Intelligence, Cloud Platforms, Machine Learning, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    310 reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Understanding Financial Statements: Company Position

    Skills you'll gain: Balance Sheet, Financial Statements, Financial Statement Analysis, Financial Accounting, Accounting, Financial Reporting, Asset Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Machine Learning, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Design and Make Infographics (Project-Centered Course): Michigan State University
  • Computer Vision: YOLO Custom Object Detection with Colab GPU: Packt
  • Generative AI for Leaders: Vanderbilt University
  • Academic Skills for University Success: Capstone: The University of Sydney
  • Cryptography: University of Maryland, College Park
  • Building AI Agents and Agentic Workflows: IBM
  • SQL Joins : Coursera
  • Discrete Mathematics: Shanghai Jiao Tong University
  • Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
  • Introduction to AI and Machine Learning on Google Cloud: Google Cloud

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