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    DATA ANALYTICS & VISUALIZATION COURSE

    Learn the essential data analysis and visualization skills to extract meaningful insights from complex datasets. Our Data Analytics & Visualization course gives you the skills, hands-on practice, and creative and technical confidence to drive data-driven decision-making at scale.  

    GET A SYLLABUS

    Learn in-demand skills to thrive in the AI era. Tell us a little about you and we’ll get in touch with more info.

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    Build your AI data analytics foundation

    This course is one of four courses in the AI Data Analytics pathway, designed to help learners turn data into insight using modern analytics and AI-driven tools.

    You can take this course on its own, or complete the full pathway to deepen your understanding of data analysis, visualization, predictive insights, and AI-enabled decision-making.

    More courses in this pathway:

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    Python for AI & Data

    Transform complex data challenges into automated solutions using Python's core libraries. Master data manipulation with Pandas, statistical analysis with SciPy, and machine learning with scikit-learn. From data cleaning to model deployment, gain the programming skills that make you invaluable in today's AI-powered workplace—whether you're transitioning into data science or enhancing existing analytical expertise.
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    Database Management with AI Integration

    Move beyond basic database management to building intelligent, automated data infrastructures. Learn to design cloud-native data warehouses, implement automated pipelines with Apache Airflow, and integrate AI tools for smarter data processing. Master the technical architecture that powers modern AI applications and supports enterprise-scale analytics.
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    Applied AI & Deep Learning in Action

    Master the cutting-edge AI skills that separate innovative solutions from basic automation. Build neural networks with PyTorch, create intelligent chatbots with LangChain, and deploy production-ready models using cloud AI platforms. Learn to implement responsible AI practices while developing applications that transform how businesses operate and serve customers.
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    the Total cost of this course is $2,950

    Take two courses and qualify for an additional two courses for free. With a bundle discount, all four courses are available for a total tuition of $5,900.*

    *Eligibility is based on terms and conditions.

    When you enroll in two eligible courses, you become eligible for a bundle discount that allows you to take the remaining two courses at no additional tuition and fee costs.

    The bundle discount applies only after enrollment in two qualifying courses. Students must enroll in the four courses individually and are charged applicable tuition and fees after enrollment occurs.

    Bundle eligibility, course availability, and timing are subject to terms and conditions.

    Divide tuition into two, three, or four easy payments while in school.

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    Get an interest rate from 6.5–15%, with a Climb loan term from 2–5 years or an interest rate ranging 6.99 – 17.99% APR.

    Loan approval subject to eligibility. Loan terms displayed are effective as of 1/1/2026.

    LEARN MORE ABOUT FINANCING & TUITION

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    Who’s this for?

    This course is for business professionals and analysts, career changers and skill builders, and decision makers and strategy professionals looking to optimize processes through data and who want:

    • Hands-on experience with AI tools applied to real data analytics scenarios 
    • Learning with structure, community, and live instruction
    • Skills you can apply immediately to current projects

    TECHNICAL SETUP

     

    • Laptop with administrator access
    • 13"+ screen, 8GB RAM, and 40GB free storage
    • Stable internet with dual-monitor setup and webcam for online sessions
    • Full technical setup guide and support provided after enrollment

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    BRING YOUR OWN AI 

    Take this course using any major AI tool. No premium subscriptions required.


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    Course Agenda

    • Explore the foundations of data extraction and management using SQL
    • Learn how relational databases are structured and how to query them effectively to gather insights
    • Build confidence in writing, refining, and troubleshooting SQL queries for analysis through practice with real-world datasets
    • Prepare raw datasets for use in visualization tools by cleaning, transforming, and validating data
    • Apply SQL techniques to join multiple tables, handle missing or inconsistent values, and structure data for reliable analysis
    • Ensure data accuracy, consistency, and readiness for analytical work
    • Explore how to design and build clear, visually engaging dashboards using Tableau
    • Apply design principles such as visual hierarchy, color theory, and layout structure to ensure data is communicated effectively
    • Create dashboards that balance analytical accuracy with visual appeal and accessibility
    • Refine and enhance Tableau dashboards to improve usability, performance, and insight delivery
    • Apply advanced Tableau features such as calculated fields, table calculations, and accessibility checks to optimize the analytical experience
    • Build professional dashboards that are both interactive and inclusive for a broad audience
    • Integrate analytical, design, and storytelling skills to create and present a complete data project
    • Refine dashboards for performance, apply narrative techniques to guide interpretation, and practice communicating insights to different audiences
    • Deliver a polished capstone project that demonstrates end-to-end data analysis, visualization, and storytelling competence

    WHAT MAKES THIS PROGRAM DIFFERENT 

    ✓ Live cohort learning: Learn with a structured group of professionals who share your goals. Get real-time answers from expert instructors during live sessions.

    ✓ Comprehensive skill stack: Learn the technical foundations of SQL querying and Tableau visualization that define modern data analysis—focusing on practical skills and business application.

    ✓ Hands-on practice: Learn through 17 hands-on lab hours with projects to explore SQL, Tableau, and real-world business scenarios to develop the technical skills, analytical thinking, and visual storytelling capabilities needed to drive data-driven decision making at scale.

    ✓ Workplace-relevant application: Learn the essential technical skills of data analysis and visualization. Master SQL for data extraction and Tableau for dashboard creation, developing hands-on capabilities to transform raw data into actionable business insights—focusing on practical application and real-world analytical workflows.

    AI IS CHANGING WORK—WE HELP YOU STAY AHEAD 

    • Big data specialists and AI & ML specialists are among the top three fastest-growing jobs in 2025

      (Source: World Economic Forum, 2025)

    • SQL is one of the top 3 most in-demand tech role skills

      (Source: Lightcast Digital Skills Outlook, 2024) 

    • Tableau is used by over 120,000 organizations worldwide

      (Source: Electro IO, 2025)

    KEY TAKEAWAYS  

    You'll leave this course with these data analytics and visualization skills:

    EXTRACT AND ANALYZE DATA WITH SQL PROFICIENCY

    You'll master SQL fundamentals to query relational databases, aggregate data, and join multiple tables, enabling you to extract and prepare datasets for analysis while ensuring data accuracy and consistency across complex data sources.

    CREATE COMPELLING VISUAL DASHBOARDS WITH TABLEAU

    You'll design professional, interactive dashboards that transform raw data into clear visual insights, applying design principles, accessibility standards, and calculated fields to build user-friendly analytics tools that drive business decisions.

    COMMUNICATE INSIGHTS THROUGH DATA STORYTELLING

    You'll develop skills to present findings effectively to technical and non-technical audiences, creating visual narratives that align with business objectives and stakeholder needs while demonstrating measurable analytical impact through complete projects.

    INSTRUCTORS WITH REAL-WORLD CRED

    Learn from real-world data analytics pros who bring hands-on experience straight from the field to the classroom. Every GA instructor is committed to giving the personalized feedback and support you need to crush your goals every step of the way.
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    THE WORD FROM GA GRADS

    “
    “Getting exposure and time with our instructor and classmates meant we could get to know other industries and how they approach marketing problems. This course gave me the confidence in my decision to move to marketing.”

    Kiki Tolentino

    GA grad, Digital Marketing Short Course

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    QUESTIONS? WE'VE GOT ANSWERS.

    AI is reshaping every role and every industry, and learning AI skills to enhance your role is no longer optional. General Assembly's Data Analytics & Visualization is live, cohort-based training that empowers professionals with essential data analysis and visualization skills to extract meaningful insights from complex datasets. In 32 hours, you’ll develop the skills to drive data-driven decision-making at scale.
    Yes. When you pass this course, you’ll receive a LinkedIn-verified digital badge. Thousands of GA alumni around the world use their course badge to demonstrate their skills to their LinkedIn networks, potential employers, and more. Our courses are well-regarded by many top employers, who contribute to our curriculum and partner with us to train their own teams.

    This is an entry-level course that introduces learners to data analytics and visualization. Learners don’t need prior analytics experience, but they should be comfortable working with basic spreadsheets or structured data.

    Admissions requirements and recommended experience are explained in additional detail in the Student Catalog. Our Admissions team can discuss your background and learning goals to advise if this course is a good fit for you.

    General Assembly's Data Analytics & Visualization is live, cohort-based training that equips learners with the practical skills to solve real-world data and AI challenges in their current roles. The course bridges the gap between raw data and actionable business insights, equipping professionals to query databases, create compelling dashboards, and communicate findings that influence strategic outcomes. In 32 hours, you’ll learn SQL and Tableau and develop the technical skills, analytical thinking, and visual storytelling capabilities needed to drive data-driven decision making at scale. You’ll also receive a LinkedIn-verified digital badge upon successful course completion.

    Key learning outcomes include:

    • Applying core principles of data analysis and visual communication to interpret and present insights
    • Using SQL to extract, filter, and combine data from relational databases
    • Cleaning, transforming, and validating datasets to ensure analytical accuracy and consistency
    • Connecting SQL databases to Tableau and preparing data for visualization
    • Designing clear, accessible, and well-structured dashboards in Tableau
    • Adding interactivity and calculated fields to enhance analytical exploration and user experience
    • Applying storytelling techniques to communicate findings effectively to diverse audiences
    • Integrating SQL and Tableau skills to deliver a complete, insight-driven analytical project
    Yes. All of our courses are designed for busy professionals with full-time work commitments. There’s no prework, and the workload is designed to be manageable with a full-time job. If you need to miss a session or two, we offer resources to help you catch up. We recommend you discuss any planned absences with your instructor.

    Our Admissions team is here to help and can advise whether this course is right for you and your learning goals. You can also:

    • Attend an info session online
    • Explore your financing options
    • Apply to enroll in the course.*

    *Course modality options vary by location, pending market availability and eligibility. Please contact our Admissions team to discuss course eligibility and what version is available in your location.

    Education does not guarantee outcomes, including, but not limited to, employment or future earnings potential.
    Apply NowGET MORE INFO

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