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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


  • P

    Packt

    Designing and Building BI Solutions with Oracle BI 12c

    Skills you'll gain: Dashboard Creation, Business Intelligence Software, Dashboard, Data Warehousing, Performance Tuning, Business Logic, Database Development, Business Reporting, Data Modeling, Interactive Data Visualization, Performance Analysis, Performance Improvement, Report Writing, Content Performance Analysis, Data Presentation, Metadata Management, Data Validation, Database Administration, Analysis, Data Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Data-Driven Decision-Making, Behavioral Economics, Case Studies, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms

    4.9 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (45) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Salesforce Starter Kit

    Skills you'll gain: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, AI Enablement, Responsible AI, Web Services, Business Reporting, Data Ethics, Customer Analysis, AI literacy, Artificial Intelligence, Application Programming Interface (API), AI Integrations, Software Design Patterns, Software Design, Data Security

    Advanced · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Machine Learning Models in Science

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Data Processing, Dimensionality Reduction, Data Cleansing, Machine Learning Algorithms, Data Transformation, Machine Learning Methods, Artificial Neural Networks, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming

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

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

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Databases, Social Media Analytics, Data Processing, Text Mining, Social Sciences, Applied Machine Learning, Data Collection, Analysis, Unstructured Data, Social Studies, Simulations, Computational Thinking

    4.7 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Data Ethics, Risking, Human Centered Design, Interaction Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, AI literacy, General Data Protection Regulation (GDPR), Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

    4.7 stars, 59 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (59) · Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Introduction to R: Basic R syntax

    Skills you'll gain: R (Software), R Programming, Computational Logic, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export

    4.5 stars, 52 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (52) · Beginner · Guided Project · Less Than 2 Hours

  • 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
  • M

    Microsoft

    Introduction to Computers and Operating Systems and Security

    Skills you'll gain: Data Storage Technologies, Operating Systems, Data Loss Prevention, Generative Model Architectures, Data Maintenance, Disaster Recovery, Vulnerability Management, IT Infrastructure, Cyber Threat Intelligence, Email Security, Productivity Software, Cybersecurity, AI literacy, Computer Architecture, Computing Platforms, Cloud Computing

    4.8 stars, 2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    3.9 stars, 9 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.9 (9) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Integrating Generative AI into Project Management

    Skills you'll gain: Workflow Management, LLM Application, Constructive Feedback, Generative AI, Decision Intelligence, Large Language Modeling, Business Process Automation, Automation, Responsible AI, AI Integrations, Project Management, Ideation, Data Ethics, AI Security, Communication Strategies, Data Science

    3.9 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (33) · Beginner · Course · 1 - 3 Months

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

  • Designing and Building BI Solutions with Oracle BI 12c: Packt
  • Human Decision Making and its Biases: Fractal Analytics
  • Salesforce Starter Kit: Coursera
  • Machine Learning Models in Science: LearnQuest
  • Computational Social Science Capstone Project: University of California, Davis
  • Global MOOC on the Ethics of AI: UNESCO
  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • Introduction to R: Basic R syntax: Coursera
  • Ensure Compliance Practices: Coursera
  • Introduction to Computers and Operating Systems and Security: 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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