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Data Architecture Courses

Data architecture courses can help you learn data modeling, database design, data warehousing, and cloud storage solutions. You can build skills in optimizing data flow, ensuring data integrity, and implementing data governance practices. Many courses introduce tools like SQL for database management, Apache Hadoop for big data processing, and ETL (Extract, Transform, Load) tools for data integration, demonstrating how these skills are applied in practical work.

Popular Data Architecture Courses and Certifications


  • L

    LearnQuest

    Machine Learning for Supply Chains

    Skills you'll gain: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Model Evaluation, Data Preprocessing, Operations Research, Model Training, NumPy, Demand Planning, Feature Engineering, Supervised Learning, Supply Chain, Applied Machine Learning, Inventory Management, Trend Analysis, Data Visualization, Machine Learning, Data Science, Data Analysis

    3.4 stars, 87 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.4 (87) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning Algorithms, Decision Tree Learning, Applied Machine Learning, Model Training, Statistical Machine Learning, Predictive Modeling, Business Logic, Machine Learning Methods, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Regression Analysis, Random Forest Algorithm, Model Optimization, Sampling (Statistics)

    4.8 stars, 468 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I
    S

    Multiple educators

    Generative AI for Growth Marketing

    Skills you'll gain: Prompt Patterns, Generative Model Architectures, Prompt Engineering Tools, Personalized Campaigns, AI literacy, Multimodal Prompts, Data-Driven Marketing, MarTech, Strategic Marketing, AI powered creativity, AI Enablement, LLM Application, Email Automation, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Model Evaluation, Content Creation, Image Quality, Image Analysis

    4.7 stars, 12K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Advanced Analytics Techniques with Generative AI

    Skills you'll gain: Logistic Regression, Web Scraping, Prompt Engineering, Rmarkdown, Regression Analysis, Responsible AI, Leaflet (Software), Generative AI, Statistical Modeling, Statistics, Statistical Analysis, Data Ethics, Applied Machine Learning, Root Cause Analysis, AI Product Strategy, AI Enablement, AI Integrations, AI Personalization, AI Orchestration, AI Workflows

    4.6 stars, 90 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Mathematical Biostatistics Boot Camp 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Probability & Statistics, Statistical Inference, Biostatistics, Sampling (Statistics), Statistics, Data Analysis, Sample Size Determination, Risk Analysis

    4.3 stars, 138 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.3 (138) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Relational database systems

    Skills you'll gain: Database Systems, Database Theory, Relational Databases, Database Management, SQL, Databases, Database Design, Database Development, Database Software, Database Application, Database Management Systems, Information Systems, MySQL, Query Languages, Data Modeling, Transaction Processing, MySQL Workbench, Information Systems Security, Data Integrity, Performance Tuning

    4.4 stars, 463 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (463) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Meta

    Meta iOS Developer

    Skills you'll gain: React Native, iOS Development, Core Data (Software), Restful API, User Research, Version Control, GitHub, UI/UX Research, Usability Testing, Apple iOS, Jest (JavaScript Testing Framework), Git (Version Control System), Data Structures, Swift Programming, User Interface (UI), Apple Xcode, Unix Commands, Persona (User Experience), Mobile Development, Javascript

    4.6 stars, 8.8K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (8.8K) · Beginner · Professional Certificate · 3 - 6 Months

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

    SAS

    SAS Visual Business Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Exploratory Data Analysis, Ad Hoc Reporting, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Data Transformation, Dashboard, Data Mapping, Analytics, Business Analytics, Business Reporting, Interactive Data Visualization

    4.7 stars, 1.1K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (1.1K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture

    4.5 stars, 82 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (82) · Intermediate · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • M

    Meta

    Meta Web Development Fundamentals

    Skills you'll gain: Django (Web Framework), Bootstrap (Front-End Framework), Responsive Web Design, Hypertext Markup Language (HTML), Back-End Web Development, HTML and CSS, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Database Management, Code Reusability, Database Theory, SQL, Database Design, Front-End Web Development, Unit Testing, MySQL, Computer Programming, Pseudocode, Communication

    4.7 stars, 18K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (18K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Getting Started with SAS Visual Analytics

    Skills you'll gain: SAS (Software), Data Quality, Data Analysis, Data Analysis Software, Exploratory Data Analysis, Data Cleansing, Virtual Environment, Data Literacy, Interactive Data Visualization, Statistical Reporting, Data Access, Data Transformation, Statistical Programming

    4.7 stars, 890 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (890) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design

    3.3 stars, 107 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.3 (107) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
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In summary, here are 10 of our most popular data architecture courses

  • Machine Learning for Supply Chains: LearnQuest
  • Supervised Machine Learning: Classification: IBM
  • Generative AI for Growth Marketing: IBM
  • Microsoft Advanced Analytics Techniques with Generative AI: Microsoft
  • Mathematical Biostatistics Boot Camp 2: Johns Hopkins University
  • Relational database systems: Universidad Nacional Autónoma de México
  • Meta iOS Developer: Meta
  • SAS Visual Business Analytics: SAS
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Meta Web Development Fundamentals: Meta

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