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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: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Building and Optimizing AI Models

    Skills you'll gain: Model Optimization, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Fine-tuning, Machine Learning Algorithms, Deep Learning, Supervised Learning, Transfer Learning, Model Evaluation, Data Structures, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Unsupervised Learning, Network Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Logical Reasoning, Computational Thinking, Network Model, Deductive Reasoning, Geospatial Information and Technology, Mathematics and Mathematical Modeling, Computer Science, Algebra, Applied Mathematics, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    282 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Vanderbilt University

    Generative AI Deep Research: Strategic AI Edge for Leaders

    Skills you'll gain: AI Enablement, Strategic Decision-Making, Strategic Thinking, Generative AI Agents, Procurement, Generative AI, Competitive Intelligence, Due Diligence, Purchasing, Strategic Sourcing, Consulting, Business Research, Research Reports, Talent Sourcing, Data-Driven Decision-Making, Leadership, Business Consulting, Technology Strategies, Agentic systems, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    130 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Arizona State University

    Strategic Thinking

    Skills you'll gain: Strategic Thinking, Strategic Decision-Making, Decision Making, Contingency Planning, Analysis, Trend Analysis, Forecasting, Case Studies, Competitive Analysis, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
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    131 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Splunk Administration & Performance Optimization Mastery

    Skills you'll gain: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Dataflow, System Monitoring, IT Automation, Microsoft Servers, Data Infrastructure, Windows Servers, Distributed Computing, Systems Administration, System Configuration, Identity and Access Management, Operating System Administration, Enterprise Application Management, Performance Improvement

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Build Real-Time Dashboards with Spark

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Dashboard, Dashboard Creation, PySpark, Data Pipelines, Business Intelligence, Data Lakes, Data Persistence, JSON, Continuous Monitoring, Business Metrics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Heavy Manufacturing

    Skills you'll gain: Equipment Design, Manufacturing Processes, Plant Operations and Management, Hydraulics, Manufacturing Operations, Chemical Engineering, Manufacturing and Production, Production Process, Process Engineering, Control Systems, Industrial Design, Manufacturing Standards, Automation, Automation Engineering, Mechanical Engineering, Internet Of Things, Materials science, Machine Controls, Quality Assurance, Safety Standards

    4.7
    Rating, 4.7 out of 5 stars
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    55 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    PMP Formulas

    Skills you'll gain: Earned Value Management, Project Schedules, Excel Formulas, Procurement, Scheduling, Capital Budgeting, Financial Analysis, Project Performance, Spreadsheet Software, Cost Management, Cost Benefit Analysis, Microsoft Excel, Microsoft Office, Investment Management, Project Management Institute (PMI) Methodology, Feasibility Studies, Return On Investment, Variance Analysis, Forecasting

    4.7
    Rating, 4.7 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Foundations of Model Optimization and Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Model Optimization, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Computer Vision, Model Training, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Performance Tuning, Artificial Intelligence, Bayesian Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    K

    KodeKloud

    Docker for Beginners with Hands-on labs

    Skills you'll gain: Docker (Software), Containerization, Cloud-Native Computing, Cloud Deployment, Development Environment, Cloud Infrastructure, Virtualization, Cloud Development, Virtual Machines, Cloud Services, Application Development

    4.6
    Rating, 4.6 out of 5 stars
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    161 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: Security Testing, Cyber Threat Intelligence, Cyber Risk, AI Integrations, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Security Controls, Threat Modeling, Security Strategy, Data Ethics, Security Engineering, Threat Detection, Data Governance, Data Security, Exploitation techniques, Security Management, Information Privacy, Emerging Technologies, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Introduction to Network Automation

    Skills you'll gain: Network Model, IT Automation, Network Engineering, Scripting, Application Programming Interface (API), Data Modeling, General Networking, Network Planning And Design, Automation, Network Administration, Scripting Languages, Linux Commands, Python Programming, Restful API, Network Protocols, Command-Line Interface, Program Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    92 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Building and Optimizing AI Models: Coursera
  • 离散数学概论 Discrete Mathematics Generality: Peking University
  • Generative AI Deep Research: Strategic AI Edge for Leaders: Vanderbilt University
  • Strategic Thinking: Arizona State University
  • Splunk Administration & Performance Optimization Mastery: EDUCBA
  • Build Real-Time Dashboards with Spark: Coursera
  • Heavy Manufacturing: L&T EduTech
  • PMP Formulas: Microsoft
  • Foundations of Model Optimization and Deep Learning: Packt
  • Docker for Beginners with Hands-on labs: KodeKloud

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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