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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


  • E

    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universitat de Barcelona

    The entrepreneur's guide for beginners

    Skills you'll gain: Entrepreneurship, Market Opportunities, Business Planning, Lean Methodologies, Business Modeling, Entrepreneurial Finance, New Business Development, Ideation, Fundraising and Crowdsourcing, Fundraising, Value Propositions, Customer Analysis

    4.6 stars, 556 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (556) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    The Need for Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Requirements Analysis, Test Engineering, Systems Thinking, Systems Architecture, Test Planning, Systems Design, Aerospace Basic Quality System Standards, Systems Analysis, Functional Requirement, Systems Development, Risk Management Framework, System Testing, System Requirements, Verification And Validation, Failure Analysis

    4.8 stars, 99 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Predictive Modeling, Data Processing, Development Environment, Predictive Analytics, Project Performance, Design, Software Installation

    4.6 stars, 17 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Visualize Supermarket Sales with Kibana

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, Data Presentation, Kibana, Data Analysis, Data Visualization Software, Analysis, Exploratory Data Analysis, Trend Analysis, Retail Sales, Decision Making, Sales, Data Import/Export, System Configuration

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    CompTIA Security+ Certification (SY0-701): The Total Course

    Skills you'll gain: Incident Response, Network Security, Intrusion Detection and Prevention, Command-Line Interface, Cryptography, Cyber Security Strategy, Open Web Application Security Project (OWASP), Application Security, Secure Coding, Cybersecurity, IT Security Architecture, Encryption, Information Systems Security, Vulnerability Assessments, Cyber Attacks, Risk Management Framework, Multi-Factor Authentication, Cloud Security, Penetration Testing, Risk Management

    4.6 stars, 66 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (66) · Intermediate · Specialization · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • C

    Coursera

    Use SurveyMonkey to Create a Survey and Analyze Results

    Skills you'll gain: Employee Surveys, Data Collection, Analysis, Business Research, Data Analysis, User Feedback, Market Research, Business Software

    4.5 stars, 430 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (430) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Python Programming, Data Analysis, Unsupervised Learning, Analysis, Text Mining

    4.7 stars, 220 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (220) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    신경망 및 딥 러닝

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Supervised Learning, Applied Machine Learning, Model Optimization, Machine Learning Methods, Artificial Intelligence, Computer Vision, Recurrent Neural Networks (RNNs), Model Training, Network Architecture, NumPy, Performance Tuning

    5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • T

    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, Predictive Modeling, Physical Science, Simulation and Simulation Software, Environmental Science, Process Modeling, Simulations, Numerical Analysis, Programming Principles

    4.1 stars, 58 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.1 (58) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Investments II: Lessons and Applications for Investors

    Skills you'll gain: Investments, Investment Management, Portfolio Management, Return On Investment, Performance Analysis, Finance, Equities, Performance Measurement, Behavioral Economics, Tax Returns, Asset Management, Portfolio Risk, Financial Trading, Decision Making, Regression Analysis

    4.8 stars, 896 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (896) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Google Bard for Beginners: Text Generation with Prompts

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, LLM Application, Large Language Modeling

    Beginner · Guided Project · Less Than 2 Hours

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

  • Applied Machine Learning Without Coding: Edureka
  • The entrepreneur's guide for beginners: Universitat de Barcelona
  • The Need for Systems Engineering: University of Colorado Boulder
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Visualize Supermarket Sales with Kibana: EDUCBA
  • CompTIA Security+ Certification (SY0-701): The Total Course: Packt
  • Use SurveyMonkey to Create a Survey and Analyze Results: Coursera
  • Algorithmic Thinking (Part 2): Rice University
  • 신경망 및 딥 러닝: DeepLearning.AI
  • Global Warming II: Create Your Own Models in Python: The University of Chicago

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