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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


  • P

    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Script with Confluence API

    Skills you'll gain: Software Documentation, API Gateway, Scripting, API Design, API Testing, Restful API, JSON, Application Programming Interface (API), Data Import/Export, Performance Tuning, Content Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Data Mining, Data Cleansing, Deep Learning, Artificial Neural Networks

    3.6
    Rating, 3.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    From Zero to Unity Shader Developer - Unity 6 Compatible

    Skills you'll gain: Unity Engine, Computer Graphic Techniques, Computer Graphics, Visualization (Computer Graphics), 3D Assets, Debugging

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning with ChatGPT: Image Classification Model

    Skills you'll gain: Model Evaluation, ChatGPT, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Data Preprocessing, Image Analysis, Machine Learning Methods, Data Import/Export, Machine Learning, Python Programming, Performance Tuning, Artificial Neural Networks

    4.4
    Rating, 4.4 out of 5 stars
    ·
    35 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Master Golang Programming from Fundamentals to Concurrency

    Skills you'll gain: Go (Programming Language), Data Structures, Programming Principles, Context Management, Distributed Computing, Development Environment, Program Development, Maintainability, File Management

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Create and Master 3D Assets in Blender from Scratch

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Animation and Game Design, Data Import/Export, Graphical Tools, User Interface (UI), Content Management

    Beginner · Course · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Microcápsulas

    Skills you'll gain: Micrometer, Materials science, Analytical Testing, Chemical Engineering, Product Testing, Application Deployment, Laboratory Techniques, Process Engineering, Image Analysis

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Developing MCP-Powered Agentic AI Systems

    Skills you'll gain: Model Context Protocol, Model Deployment, AI Orchestration, AI Workflows, LangGraph, Agentic systems, Middleware, Scalability, Interoperability, LLM Application, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), LangChain, Prompt Engineering, Artificial Intelligence, Generative AI, Google Gemini, Application Programming Interface (API), Python Programming, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Build and Learn ASP.NET 6.0 Blazor Hands-On

    Skills you'll gain: Web Components, Web Applications, User Interface (UI), Full-Stack Web Development, User Accounts, Event-Driven Programming, Data Persistence, Data Access, Data Validation

    Intermediate · Course · 3 - 6 Months

  • M

    Meta

    Fundamentals of Social Media Advertising

    Skills you'll gain: Paid media, Marketing Materials, Instagram, Advertising, Social Media, Facebook, Social Media Campaigns, Social Media Marketing, Social Media Content, Digital Advertising, Content Creation, Copywriting, Campaign Management, Information Privacy, Target Audience, Data Collection, Brand Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.6K reviews

    Beginner · Course · 1 - 3 Months

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

  • Mastering Machine Learning Algorithms using Python: Packt
  • Script with Confluence API: Coursera
  • Applied Machine Learning: Johns Hopkins University
  • From Zero to Unity Shader Developer - Unity 6 Compatible: Packt
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Machine Learning with ChatGPT: Image Classification Model: Coursera
  • Master Golang Programming from Fundamentals to Concurrency: EDUCBA
  • Create and Master 3D Assets in Blender from Scratch: EDUCBA
  • Microcápsulas: Universitat Politècnica de València
  • Developing MCP-Powered Agentic AI Systems: Edureka

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