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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


  • S

    Sage Publications

    Leadership Lessons from Dr Pritam Singh

    Skills you'll gain: Leadership Studies, Organizational Leadership, Leadership Development, Trustworthiness, Business Leadership, Leadership, Business Ethics, Mindfulness, Self-Awareness, Visionary, Leadership and Management, Culture Transformation, Personal Integrity, Organizational Development, Organizational Change, Meditation & Breathwork, Organizational Effectiveness, Personal Development, Change Management, Corporate Strategy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • S

    SAS

    Statistics You Need to Know for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Unstructured Data, Statistical Machine Learning, Marketing Analytics, Social Media Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Scientific Visualization, Statistical Methods

    3.2 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.2 (16) · Beginner · Specialization · 3 - 6 Months

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

    University of Colorado Boulder

    BiteSize Python for Intermediate Learners

    Skills you'll gain: Matplotlib, Object Oriented Programming (OOP), Plotly, Seaborn, Data Visualization Software, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Software Documentation, Scatter Plots, Technical Documentation, Data Structures, Maintainability, Data Import/Export, Data Manipulation

    4.6 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Business Workflow Analysis, Data Ethics, Data Literacy, Exploratory Data Analysis, AI Integrations, Project Implementation

    4.5 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Smart Cities – Management of Smart Urban Infrastructures

    Skills you'll gain: Transportation Operations, Governance, Technical Management, Systems Thinking, Emerging Technologies, Technology Strategies, Service Management, Innovation, Internet Of Things, Digital Transformation, Sustainable Development, Public Affairs

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    3.5 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    The Kubernetes Bible

    Skills you'll gain: Kubernetes, YAML, Cloud-Native Computing, Docker (Software), Containerization, Data Persistence, Multi-Cloud, Hardening, Scalability, DevOps, Prometheus (Software), Cloud Management, Microservices, Authorization (Computing), Cloud Platforms, Cloud Hosting, Application Deployment, Network Troubleshooting, AWS CloudFormation, Azure DevOps

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Building and Securing Web APIs with ASP.NET Core

    Skills you'll gain: ASP.NET, Restful API, Back-End Web Development, Authentications, Application Programming Interface (API), Software Architecture, API Design, API Testing, Web Development, .NET Framework, Authorization (Computing), Data Validation, Secure Coding, Web Applications, Model View Controller, Verification And Validation, Microsoft Azure, Object-Relational Mapping, Role-Based Access Control (RBAC), Maintainability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Campaign Performance Analytics

    Skills you'll gain: Data Storytelling, Marketing Analytics, Conversion Funnel Analysis, Performance Reporting, Key Performance Indicators (KPIs), Marketing Effectiveness, Power BI, Dashboard Creation, Dashboard, Campaign Management, Data Presentation, Management Reporting, Performance Analysis, Marketing Operations, Business Reporting, Performance Measurement, Business Intelligence, Customer Insights, Return On Investment, Interactive Data Visualization

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EC-Council

    Cybersecurity Attack and Defense Fundamentals

    Skills you'll gain: Digital Forensics, Penetration Testing, Network Security, Threat Management, Mobile Security, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Public Key Infrastructure, Vulnerability Assessments, Security Testing, Cryptography, Security Controls, Cryptographic Protocols, Cyber Security Assessment, Cybersecurity, Authorization (Computing), Cloud Computing, Malware Protection, Cyber Attacks, Data Integrity

    4.6 stars, 815 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (815) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Florida

    AI in Travel, Tourism, Hospitality & Event Management

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Hospitality, Natural Language Processing, Responsible AI, Supervised Learning, Artificial Intelligence, Hospitality Management, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, Guest Relations, Reinforcement Learning, Event Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Leadership Lessons from Dr Pritam Singh: Sage Publications
  • Statistics You Need to Know for Machine Learning: SAS
  • Text Marketing Analytics: University of Colorado Boulder
  • BiteSize Python for Intermediate Learners: University of Colorado Boulder
  • GenAI for Business Intelligence Analysts: Coursera
  • Smart Cities – Management of Smart Urban Infrastructures: École Polytechnique Fédérale de Lausanne
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • The Kubernetes Bible: Packt
  • Building and Securing Web APIs with ASP.NET Core: Packt
  • Campaign Performance Analytics: Microsoft

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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