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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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    A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Data Processing, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Customer-Centric CRM Strategy and Management

    Skills you'll gain: Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer experience strategy (CX), Customer Success Management, Case Studies, Customer Acquisition Management, Customer Analysis, Brand Loyalty, Customer Relationship Building, Customer experience improvement, Customer Retention, Customer Data Management, Customer Engagement, Organizational Strategy, Marketing Automation, Salesforce, Customer Insights, Operational Analysis, Value Propositions, Market Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    51 reviews

    Beginner · Specialization · 1 - 3 Months

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    Google Cloud

    Gemini in BigQuery

    Skills you'll gain: Gemini, Google Gemini, Retrieval-Augmented Generation, Embeddings, Generative AI, Predictive Modeling, Vector Databases, Big Data, Google Cloud Platform, Data Analysis, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, SQL, LLM Application, Query Languages, Data Wrangling, AI Integrations, Python Programming, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    MedCerts

    Behavior Technician ABA Fundamentals

    Skills you'll gain: Positive Behavior Support, Speech Therapy, Behavior Management, Autism Spectrum Disorders, Education and Training, Communication Strategies, Social Skills, Interpersonal Communications, Mental and Behavioral Health, Teaching, Communication, Learning Theory, Child Development, Classroom Management, Training Programs, Instructional Strategies, Developmental Disabilities, Proactivity, Data Collection, Learning Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    34 reviews

    Beginner · Specialization · 1 - 3 Months

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    O

    O.P. Jindal Global University

    Machine Learning for Marketing

    Skills you'll gain: Marketing Analytics, Anomaly Detection, Digital Marketing, Data-Driven Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Digital Marketing Campaigns, Digital Analysis, Online Advertising, Customer Retention, Digital Marketing Tools, Text Mining, Predictive Analytics, Google Analytics, Data Ethics

    3.8
    Rating, 3.8 out of 5 stars
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    19 reviews

    Beginner · Specialization · 3 - 6 Months

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    L

    L&T EduTech

    Steel Multi Storey Building - System Design

    Skills you'll gain: Construction Inspection, Structural Analysis, Structural Engineering, Building Design, Construction, Engineering Plans And Specifications, Building Codes, Building Services Engineering, Architecture and Construction, Industrial Design, Shop Drawing, Architectural Engineering, Construction Engineering, Architectural Design, Engineering Drawings, Computer-Aided Design, Failure Analysis, Technical Drawing, Design Specifications, Engineering Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Advanced · Specialization · 3 - 6 Months

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    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Skillshare

    Blender for Beginners

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Post-Production, Graphical Tools, Motion Graphics, File Management, Timelines, Graphics Software, User Interface (UI), Creativity, Image Quality, Video Production, Software Installation, System Configuration

    4.2
    Rating, 4.2 out of 5 stars
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    27 reviews

    Beginner · Specialization · 3 - 6 Months

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    I

    Illinois Tech

    Business & Technology

    Skills you'll gain: Responsible AI, Culture Transformation, Innovation, Organizational Change, Design Thinking, Business Transformation, Strategic Leadership, Product Lifecycle Management, Machine Learning Methods, Global Marketing, Data Ethics, Entrepreneurship, Business Communication, Artificial Intelligence, Change Management, Organizational Leadership, Machine Learning Algorithms, Business Modeling, Product Strategy, Strategic Planning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    117 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Master Ethical AI: Analyze, Evaluate & Lead Responsibly

    Skills you'll gain: Data Ethics, Responsible AI, Law, Regulation, and Compliance, Risking, AI literacy, Regulatory Compliance, Business Ethics, Artificial Intelligence, Compliance Management, Information Privacy, Ethical Standards And Conduct, Regulatory Requirements, Emerging Technologies, Data Security, Decision Intelligence, Strategic Leadership, Business Leadership, Accountability

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad de los Andes

    Objetivos de desarrollo sostenible para América Latina y el Caribe

    Skills you'll gain: Sustainable Development, Sustainable Systems, Socioeconomics, Social Studies, Environment, Environmental Issue, Sustainability Standards, Community Development, Economics, Policy, and Social Studies, Natural Resource Management, Economic Development, Environmental Science, Social Determinants Of Health, Case Studies, Environment and Resource Management, Analysis, World History, Land Management, Climate Change Mitigation

    4.9
    Rating, 4.9 out of 5 stars
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    774 reviews

    Beginner · Course · 1 - 3 Months

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    D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
  • Customer-Centric CRM Strategy and Management: EDUCBA
  • Gemini in BigQuery: Google Cloud
  • Behavior Technician ABA Fundamentals: MedCerts
  • Machine Learning for Marketing: O.P. Jindal Global University
  • Steel Multi Storey Building - System Design: L&T EduTech
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Blender for Beginners: Skillshare
  • Business & Technology: Illinois Tech
  • Master Ethical AI: Analyze, Evaluate & Lead Responsibly: EDUCBA

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