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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


  • G

    Google Cloud

    Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Visualization, Interactive Data Visualization, Data Visualization Software, Big Data, Database Development, Databases, Tensorflow

    Advanced · Project · Less Than 2 Hours

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

    Microsoft

    ESG and Sustainability Analytics

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Key Performance Indicators (KPIs), Sustainability Reporting, Dashboard, Performance Measurement, Sustainable Systems, Sustainability Standards, Sustainable Development, Correlation Analysis, Sustainable Design, Process Development, Organizational Strategy, Data-Driven Decision-Making, Power BI, Process Improvement, Microsoft Copilot, Change Management, Data Visualization

    Advanced · Course · 1 - 3 Months

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

    Microsoft

    Microsoft Visio Workflow Design and Automation

    Skills you'll gain: Microsoft Visio, Diagram Design, Process Flow Diagrams, Timelines, Business Workflow Analysis, Process Mapping, Dashboard, Data Visualization, Dashboard Creation, Data Visualization Software, Workflow Management, Process Analysis, Interactive Data Visualization, Business Process Modeling, Process Design, Peer Review, Data Presentation, Animations, Process Modeling, Automation

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    Professional Cloud Architect Part 2: AI, Security, & Ops

    Skills you'll gain: Kubernetes, Infrastructure as Code (IaC), Application Performance Management, Terraform, Identity and Access Management, Generative AI Agents, Metadata Management, Google Cloud Platform, Cloud Computing Architecture, Data Sharing, Data Pipelines, Cloud-Native Computing, Cloud Development, Prompt Engineering, Serverless Computing, Cloud Infrastructure, Generative AI, Cloud Security, Dashboard Creation, MLOps (Machine Learning Operations)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.9K reviews

    Advanced · Specialization · 3 - 6 Months

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

    Microsoft

    Fabric Foundations

    Skills you'll gain: Data Lakes, Dependency Analysis, Data Architecture, Change Control, Data Warehousing, Capacity Management, Data Pipelines, Software As A Service, Data Storage, Virtualization, Transact-SQL, Data Integration, Dataflow, Data Governance, Data Access

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Salesforce Starter Kit

    Skills you'll gain: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, AI Enablement, Responsible AI, Web Services, Business Reporting, Data Ethics, Sales Operations, Customer Analysis, AI literacy, Artificial Intelligence, Application Programming Interface (API), AI Integrations, Software Design Patterns, Data Security

    Advanced · Specialization · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    95 reviews

    Advanced · Guided Project · Less Than 2 Hours

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

    Microsoft

    Threat Detection and Security Engineering

    Skills you'll gain: Threat Detection, Security Engineering, Endpoint Detection and Response, Security Information and Event Management (SIEM), Cyber Threat Hunting, AI Security, IT Security Architecture, Continuous Monitoring, MITRE ATT&CK Framework, Security Controls, Enterprise Architecture, Endpoint Security, Computer Security Incident Management, Data Loss Prevention, Incident Response, Data Security, Security Management, Cloud Security, Incident Management, Encryption

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Quantitative Tools for Risk and Decision Analysis

    Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Generative AI, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Graph Theory, Network Analysis, Artificial Neural Networks, Network Model, Health Informatics, Laboratory Experience, Autoencoders, Predictive Modeling, Unsupervised Learning, Data Synthesis

    3.5
    Rating, 3.5 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Applied Unsupervised Learning in Python

    Skills you'll gain: Unsupervised Learning, Embeddings, Applied Machine Learning, Data Quality, Unstructured Data, Machine Learning Methods, Anomaly Detection, Data Preprocessing, Data Transformation, Python Programming, Exploratory Data Analysis, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 4 Weeks

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

    Microsoft

    Security, Governance & DevOps

    Skills you'll gain: Microsoft Azure, Azure DevOps, Azure DevOps Pipelines, Microsoft Power Platform, Enterprise Architecture, Power BI, Data Architecture, Enterprise Application Management, Git (Version Control System), Application Deployment, Continuous Deployment, Capacity Management, Version Control, Solution Delivery, Solution Architecture, Data Management, Data Pipelines, Process Validation, Data Security, Data Integrity

    Advanced · Course · 3 - 6 Months

1…141516…50

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

  • Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time: Google Cloud
  • ESG and Sustainability Analytics: Microsoft
  • Microsoft Visio Workflow Design and Automation: Microsoft
  • Professional Cloud Architect Part 2: AI, Security, & Ops: Google Cloud
  • Fabric Foundations: Microsoft
  • Salesforce Starter Kit: Coursera
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Threat Detection and Security Engineering: Microsoft
  • Quantitative Tools for Risk and Decision Analysis: John Wiley & Sons
  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign

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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