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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


  • I

    Illinois Tech

    Linear Regression

    Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Programming, R Programming, Statistical Methods, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Data Science, Data Analysis, Probability & Statistics, Linear Algebra

    4.6 stars, 31 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (31) · Intermediate · Course · 1 - 4 Weeks

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

    University at Buffalo

    Digital Manufacturing & Design

    Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Industrial Engineering, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Safety and Security, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data

    4.7 stars, 3.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Splunk Inc.

    Splunk Search Expert

    Skills you'll gain: Splunk, Data Visualization, Correlation Analysis, Data Transformation, Data Presentation, Data Manipulation, Data Visualization Software, Dashboard Creation, Data Wrangling, Performance Tuning, Statistical Methods, Model Optimization, Dashboard, Statistical Analysis, Data Processing, Business Intelligence, Data Analysis, Big Data, Data Science, Business Analytics

    4.6 stars, 288 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Ensure Compliance Practices

    Skills you'll gain: Email Marketing, Regulatory Compliance, Compliance Management, Email Automation, Governance Risk Management and Compliance, HubSpot CRM, Compliance Auditing, Law, Regulation, and Compliance, Campaign Management, Auditing, Risk Mitigation, Risk Control, Legal Risk, Direct Marketing, Regulation and Legal Compliance, Regulatory Requirements, Customer Data Management, Business Risk Management, Continuous Monitoring, Data Integrity

    Beginner · Course · 1 - 4 Weeks

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

    Packt

    Salesforce Platform App Builder Complete Training Program

    Skills you'll gain: Salesforce, Dashboard, Dashboard Creation, Data Management, Data Maintenance, Data Security, Information Management, Data Architecture, Data Entry, Marketing Automation, Data Sharing, Records Management, Process Design, Data Access, Application Lifecycle Management, Data Validation, Data Modeling, Database Design, Computational Logic, Relational Databases

    Intermediate · Specialization · 3 - 6 Months

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

    Packt

    Designing and Integrating Secure Power Platform Solutions

    Skills you'll gain: Power Platform Architecture & Technical Design, Microsoft Power Platform, Business Continuity Planning, Solution Architecture, Data Loss Prevention, Disaster Recovery, Data Modeling, Microsoft Azure, Data Architecture, Business Continuity, Database Design, IT Security Architecture, Data Security, Data Governance, Enterprise Architecture, Application Lifecycle Management, Systems Integration, Design Strategies, Governance Risk Management and Compliance, Content Optimization

    Intermediate · Course · 1 - 4 Weeks

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

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Responsible AI, AI Security, Electronic Medical Record, Predictive Modeling, Machine Learning, Machine Learning Methods

    4.4 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (36) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Fundamentos de la visualización de datos con Tableau

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Dashboard Creation, Tableau Software, Dashboard, Tree Maps, Data Presentation, Data Literacy, Data Analysis, Software Installation

    4.7 stars, 72 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (72) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Analytics, Predictive Analytics, Operational Analysis, Predictive Modeling, Data Analysis, Operations Management, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Risk Modeling, Risk Analysis, Supply Chain Planning, Decision Making, Strategic Decision-Making, Decision Tree Learning, Spreadsheet Software, Microsoft Excel

    4.7 stars, 5.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, Tool Calling, Context Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Security, AI Enablement, Prompt Patterns, Prompt Engineering, ChatGPT, AI Personalization, AI Product Strategy, Anthropic Claude, Multimodal Prompts, Generative AI

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming

    4.4 stars, 84 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.4 (84) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft AI Product Manager

    Skills you'll gain: Competitive Analysis, Market Research, User Story, Product Roadmaps, Competitive Intelligence, User Interface and User Experience (UI/UX) Design, AI Product Strategy, Usability, Persona Development, Product Development, Market Analysis, UI/UX Strategy, New Product Development, Product Management, Customer Analysis, Product Lifecycle Management, Quality Assurance and Control, Technology Roadmaps, Product Strategy, Data Analysis

    4.5 stars, 430 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.5 (430) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Linear Regression: Illinois Tech
  • Digital Manufacturing & Design: University at Buffalo
  • Splunk Search Expert: Splunk Inc.
  • Ensure Compliance Practices: Coursera
  • Salesforce Platform App Builder Complete Training Program: Packt
  • Designing and Integrating Secure Power Platform Solutions: Packt
  • Informed Clinical Decision Making using Deep Learning: University of Glasgow
  • Fundamentos de la visualización de datos con Tableau: Universidad Austral
  • Operations Analytics: University of Pennsylvania
  • AI Agents with Model Context Protocol: Vanderbilt University

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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