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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


  • C

    Coursera

    Supply Chain Network Optimization Using MILP on RStudio

    Skills you'll gain: Operations Research, Supply Chain Systems, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Optimization, Model Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming

    4.4 stars, 14 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)

    2.8 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.8 (6) · Intermediate · Specialization · 3 - 6 Months

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

    Macquarie University

    Marketing analytics: Know your customers

    Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Insights, Digital Media Strategy, Data-Driven Marketing, Marketing Effectiveness, Digital Marketing, Customer Data Management, Digital Analysis, Marketing Strategies, Social Media Marketing, Customer Engagement, Customer experience strategy (CX), Predictive Analytics, Analytics, Data Analysis Software, Consumer Behaviour, Big Data, Data Integration, Data Analysis

    4.7 stars, 462 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (462) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Full-Stack Web Development: HTML/CSS/JS to MEAN Stack

    Skills you'll gain: Node.JS, MongoDB, Responsive Web Design, Full-Stack Web Development, HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Bootstrap (Front-End Framework), Server Side, Web Design and Development, Frontend Integration, Web Design, Middleware, Web Development, Javascript, Angular, Web Applications, jQuery, Restful API, Semantic Web

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Cybersecurity in modern organizations

    Skills you'll gain: Cybersecurity, Network Protocols, Cyber Attacks, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Policies, Agile Product Development, Data Security, Security Awareness, Computer Security Awareness Training, Computer Security, Agile Methodology, Cyber Security Assessment, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management

    4.6 stars, 1.2K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (1.2K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Content Creation and Collaboration

    Skills you'll gain: Microsoft Teams, Microsoft Copilot, Communication Planning, Microsoft 365, AI powered creativity, AI literacy, Taking Meeting Minutes, Collaborative Software, Meeting Facilitation, Data Storytelling, Microsoft Outlook, Coordinating, Cross-Functional Collaboration, Business Writing, Responsible AI, Executive Presence, Workflow Management, Document Management, Project Coordination, Content Creation

    Beginner · Course · 1 - 3 Months

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

    EDUCBA

    Oracle PL/SQL 21c: Programming & Triggers

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Data Access, Automation

    4.8 stars, 56 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (56) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Purpose Driven Leadership

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), People Analytics, Stakeholder Engagement, Responsible AI, Strategic Leadership, Sustainability Reporting, Leadership and Management, Sustainability Standards, Smart Goals, Analytics, Team Leadership, Key Performance Indicators (KPIs), Power BI, Goal-Oriented, Strategic Communication, Communication Planning, Decision Making, Microsoft Copilot, Communication Strategies, Decision Tree Learning

    Advanced · Professional Certificate · 3 - 6 Months

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

    Microsoft

    Culture, Inclusion and Engagement

    Skills you'll gain: People Analytics, Dashboard, Culture Transformation, Data Literacy, Experimentation, Dashboard Creation, Power BI, Analytics, Microsoft Copilot, Heat Maps, Employee Engagement, Employee Surveys, Culture, Performance Metric, Workplace inclusivity, Microsoft Power Platform, Business, Leadership and Management, Business Strategy, Leadership

    Advanced · Course · 1 - 3 Months

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

    EDUCBA

    Web Analytics and A/B Testing Basics

    Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Performance Improvement, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • 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 stars, 7 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.9 (7) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Modeling Risk and Realities

    Skills you'll gain: Risk Modeling, Risk Management, Mathematical Modeling, Statistical Modeling, Predictive Modeling, Risk Analysis, Simulation and Simulation Software, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Decision Making, Statistical Hypothesis Testing, Statistical Analysis, Model Optimization, Probability & Statistics, Microsoft Excel, Spreadsheet Software

    4.6 stars, 2.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (2.2K) · Mixed · Course · 1 - 4 Weeks

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

  • Supply Chain Network Optimization Using MILP on RStudio: Coursera
  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Marketing analytics: Know your customers: Macquarie University
  • Full-Stack Web Development: HTML/CSS/JS to MEAN Stack: EDUCBA
  • Cybersecurity in modern organizations: Coursera
  • Content Creation and Collaboration: Microsoft
  • Oracle PL/SQL 21c: Programming & Triggers: EDUCBA
  • Microsoft Purpose Driven Leadership: Microsoft
  • Culture, Inclusion and Engagement: Microsoft
  • Web Analytics and A/B Testing Basics: EDUCBA

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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