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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.


Popular Big Data Courses and Certifications


  • Status: Free Trial
    Free Trial
    A

    Alibaba Cloud Academy

    Cloud Computing Fundamentals on Alibaba Cloud

    Skills you'll gain: Relational Databases, Load Balancing, Cloud Management, Cloud Computing, Database Systems, Cloud Hosting, Database Management Systems, Database Management, Cloud Infrastructure, Cloud Platforms, Cloud Services, Cloud Computing Architecture, Public Cloud, Cloud Solutions, Cloud Security, Data Security, Servers, Cloud Deployment, Cloud Storage, Data Storage Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    101 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize AI: Fine-Tune & Maximize Accuracy

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Tibco BW: Design & Validate Web Services

    Skills you'll gain: Fraud detection, Web Services, Simple Object Access Protocol (SOAP), Test Tools, API Testing, Service Design, Verification And Validation, Process Design, API Design, Workflow Management, System Testing, Extensible Markup Language (XML), Data Validation, Project Design, Business Logic

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    IT Systems Design and Analysis 

    Skills you'll gain: Systems Design, Business Process Modeling, Data Flow Diagrams (DFDs), Systems Analysis, Data Modeling, Process Modeling, Business Systems Analysis, Digital Transformation, Business Process, Risk Management, Workflow Management, Systems Architecture, Business Analysis, Information Technology, Process Flow Diagrams, Prototyping, Computer Science, Agile Methodology, Product Lifecycle Management, Business Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-tune Multimodal Models with Transfer Learning

    Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Salesforce Admin & App Builder Certification Prep

    Skills you'll gain: Salesforce, Salesforce Development, Application Deployment, Workflow Management, Dashboard, Data Import/Export, Ad Hoc Reporting, Change Control, Email Automation, Data Maintenance, Authentications, Customer Relationship Management (CRM) Software, Configuration Management, Data Access, Responsive Web Design, System Configuration, Role-Based Access Control (RBAC), Data Management, Customer Relationship Management, Business Logic

    4.2
    Rating, 4.2 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Sales Toolkit with Generative AI

    Skills you'll gain: Prompt Engineering, Data Ethics, AI Personalization, Customer Engagement, Customer experience improvement, Customer Relationship Management (CRM) Software, Customer Retention, Sales Prospecting, Selling Techniques, Sales Strategy, Customer Analysis, Microsoft Copilot, Sales Process, Law, Regulation, and Compliance, Sales Presentations, Responsible AI, Verbal Communication Skills, Prospecting and Qualification, Email Automation, Calendar Management

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Gobierno Digital

    Skills you'll gain: Cybersecurity, Data Management, Infrastructure Security, Interoperability, Digital Transformation, Data Security, Data Governance, Public Administration, Governance, Case Studies, Public Key Infrastructure, digital literacy, Identity and Access Management, Service Design, Policy Analysis, Innovation, Strategic Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Social Media Marketing Specialists

    Skills you'll gain: Generative AI, Driving engagement, Campaign Management, Social Media Marketing, Social Media, Content Creation, Social Media Content, Innovation, Content Development and Management, Drive Engagement, Social Media Campaigns, Instagram, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Programación musical con software libre

    Skills you'll gain: Digital Signal Processing, Musical Composition, Electronic Hardware, Music, Electronic Components, Electronics, Music Theory, Digital Communications, Electronic Systems, Hardware Design, Patch Management, Embedded Systems, System Configuration, Algorithms, Embedded Software, Performance Tuning, Music Performance, Dataflow, Programming Principles, Other Programming Languages

    4.7
    Rating, 4.7 out of 5 stars
    ·
    59 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling of Autonomous Systems

    Skills you'll gain: Model Based Systems Engineering, Mathematical Modeling, Systems Architecture, Automation Engineering, Control Systems, Network Model, Mechanical Engineering, Mechanics, Systems Analysis, Theoretical Computer Science, Applied Mathematics, Automation, Differential Equations, Safety Assurance, Failure Analysis, Basic Electrical Systems

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Cloud Computing Fundamentals on Alibaba Cloud: Alibaba Cloud Academy
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • Optimize AI: Fine-Tune & Maximize Accuracy: Coursera
  • Tibco BW: Design & Validate Web Services: EDUCBA
  • IT Systems Design and Analysis : SkillUp
  • Fine-tune Multimodal Models with Transfer Learning: Coursera
  • Salesforce Admin & App Builder Certification Prep: LearnKartS
  • Microsoft Sales Toolkit with Generative AI: Microsoft
  • Gobierno Digital: Banco Interamericano de Desarrollo
  • GenAI for Social Media Marketing Specialists: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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