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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


  • H

    Heriot-Watt University

    MSc Computer Science

    Skills you'll gain: Responsible AI, Database Systems, Database Management, Database Software, Artificial Intelligence, Unsupervised Learning, Graph Theory, Software Engineering, Database Development, Java Programming, Requirements Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Methods, Data Structures, Project Scoping, Algorithms, Administration, Computer Science, Performance Measurement

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • M

    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    4.5 stars, 401 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.5 (401) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Assessing and Leading Organizational Culture Change

    Skills you'll gain: Culture Transformation, Change Management, Organizational Change, Organizational Development, Organizational Leadership, Leadership Studies, Strategic Leadership, Business Transformation, Surveys, Dealing With Ambiguity, Leadership and Management, Organizational Strategy, Leadership, Adaptability, Survey Creation, Culture, Business Ethics, Data Collection, Performance Improvement, Business Communication

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Introduction to Research for Essay Writing

    Skills you'll gain: Organizational Skills, Research, Writing, Report Writing, Research Reports, Research Methodologies, Critical Thinking, Writing and Editing, Planning, Grammar, Persuasive Communication, Style Guides, Descriptive Statistics

    4.7 stars, 1.2K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (1.2K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Generative Model Architectures, Applied Machine Learning, Generative AI, Model Deployment, Google Cloud Platform, Model Training, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.2 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (11) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.5 stars, 20 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (20) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Risk Managers: Advanced Risk Analysis Techniques

    Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, AI Integrations, Automation

    Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    Duke University

    Cloud Computing Foundations

    Skills you'll gain: Technical Communication, Cloud Infrastructure, Cloud Technologies, Cloud Services, Cloud Hosting, CI/CD, Cloud Computing, Azure DevOps Pipelines, Agile Software Development, Cloud Development, DevOps, Technical Documentation, Infrastructure As A Service (IaaS), Cloud Platforms, Continuous Delivery, Infrastructure as Code (IaC), Serverless Computing, Continuous Integration, Agile Project Management, GitHub

    4.9 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Building Production-Ready Apps with Large Language Models

    Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Large Language Modeling, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring

    4.1 stars, 38 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (38) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Kubernetes Secrets Handbook

    Skills you'll gain: Kubernetes, Hardening, DevSecOps, Disaster Recovery, Key Management, Cloud Security, Data Security, Encryption, Multi-Cloud, Security Controls, Cloud-Native Computing, Role-Based Access Control (RBAC), Containerization, Data Storage Technologies, Information Assurance, Authorization (Computing), IT General Controls (ITGC), Auditing, Network Troubleshooting, AWS CloudFormation

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • E

    Edureka

    Power BI Connectivity, AI Integration & Reporting

    Skills you'll gain: Responsible AI, Power BI, Power Platform Architecture & Technical Design, Data Lakes, Data Ethics, Microsoft Copilot, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AI Product Manager Skills for Agile - AI Product Management

    Skills you'll gain: AI Product Strategy, Prompt Engineering, Product Roadmaps, Prompt Engineering Tools, Persona (User Experience), Competitive Analysis, Sprint Planning, Agile Product Development, Backlogs, Persona Development, Competitive Intelligence, Market Opportunities, Market Intelligence, Product Management, Product Strategy, Jira (Software), User Story, Market Analysis, Agile Methodology, Product Planning

    Intermediate · Course · 1 - 3 Months

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

  • MSc Computer Science: Heriot-Watt University
  • Microsoft AI & ML Engineering: Microsoft
  • Assessing and Leading Organizational Culture Change: John Wiley & Sons
  • Introduction to Research for Essay Writing: University of California, Irvine
  • Introduction to Vertex AI: Fractal Analytics
  • Build Regression, Classification, and Clustering Models: CertNexus
  • GenAI for Risk Managers: Advanced Risk Analysis Techniques: Coursera
  • Cloud Computing Foundations: Duke University
  • Building Production-Ready Apps with Large Language Models: Coursera
  • Kubernetes Secrets Handbook: Packt

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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