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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


  • N

    New York University

    Guided Tour of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Statistical Modeling, Predictive Modeling, Model Training, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Tensorflow, Logistic Regression, Jupyter, Reinforcement Learning

    3.8 stars, 683 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.8 (683) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Generative AI for Business Consultants

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Data Ethics, AI literacy, Management Consulting, Artificial Intelligence, Business Consulting, Consulting, AI Enablement, Risking, Microsoft Copilot, Quality Assurance, AI powered creativity, Market Intelligence, Market Research, Solution Design, Automation, Report Writing, Critical Thinking

    4.7 stars, 454 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (454) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Fundamentals

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Web Services, Serverless Computing, Identity and Access Management, Amazon DynamoDB, Amazon Elastic Compute Cloud, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Event-Driven Programming, Data Migration, Cloud Security, Cloud Storage, Cloud Management, Solution Architecture, Cloud Computing Architecture, Cloud Services, Cloud Solutions

    4.8 stars, 6.9K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (6.9K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI and Public Health

    Skills you'll gain: Model Evaluation, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Ethics, Machine Learning Algorithms, Artificial Intelligence, Model Training, Machine Learning, Applied Machine Learning, Responsible AI, Data Manipulation, Supervised Learning, Information Privacy, AI literacy, Environmental Monitoring, Healthcare Ethics, Public Health

    4.8 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    4.4 stars, 211 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (211) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Python para Ciencia de Datos

    Skills you'll gain: Data Visualization, Descriptive Analytics, Data-Driven Decision-Making, Data Analysis, Data Visualization Software, Predictive Analytics, Predictive Modeling, Analytics, Database Management, Data Science, Analytical Skills, Relational Databases, Descriptive Statistics, Data Processing, Forecasting, Data Manipulation, Python Programming

    3.8 stars, 73 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (73) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Security in Google Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Cloud Security, Containerization, Infrastructure As A Service (IaaS), Prompt Patterns, OAuth, Cloud Platforms, Cloud Storage, Cloud Services, Security Controls, Threat Management, Application Security, Data Security

    4.7 stars, 50K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (50K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Play It Safe: Manage Security Risks

    Skills you'll gain: Threat Management, Cybersecurity, Cyber Risk, Computer Security Incident Management, Risk Management Framework, Risk Management, Incident Response, Vulnerability Management, Risk Mitigation, Security Information and Event Management (SIEM), Security Controls, Enterprise Security, Risk Analysis, Threat Detection, Open Web Application Security Project (OWASP), Asset Protection, System Monitoring, Auditing

    4.8 stars, 11K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (11K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Machine Learning with Apache Spark

    Skills you'll gain: Apache Spark, Machine Learning, Generative AI, Model Evaluation, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Extract, Transform, Load, Predictive Modeling, Model Deployment, Classification Algorithms, Data Transformation, Regression Analysis

    4.5 stars, 115 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (115) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Excel Essentials and Beyond

    Skills you'll gain: Pivot Tables And Charts, Dashboard, Data Presentation, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Transformation, Data Cleansing, Data Management

    4.4 stars, 54 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (54) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Network Engr

    Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Kubernetes, Network Performance Management, Network Monitoring, Prompt Engineering Tools, Containerization, Firewall, Virtual Networking, Network Architecture, Infrastructure As A Service (IaaS), Prompt Patterns, Network Security, Network Routing, Virtual Private Networks (VPN), Dashboard Creation, Prompt Engineering

    4.7 stars, 50K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (50K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Alberta

    Sample-based Learning Methods

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Sampling (Statistics), Machine Learning Algorithms, Simulations, Machine Learning, Algorithms, Applied Machine Learning, Statistical Methods, Probability Distribution

    4.8 stars, 1.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (1.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data architecture courses

  • Guided Tour of Machine Learning in Finance: New York University
  • Generative AI for Business Consultants: Fractal Analytics
  • AWS Fundamentals: Amazon Web Services
  • AI and Public Health: DeepLearning.AI
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Python para Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Security in Google Cloud: Google Cloud
  • Play It Safe: Manage Security Risks: Google
  • Machine Learning with Apache Spark: IBM
  • Excel Essentials and Beyond: Board Infinity

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