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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

    Imperial College London

    Mathematics for Machine Learning: Linear Algebra

    Skills you'll gain: Linear Algebra, Applied Mathematics, Jupyter, Data Science, Data Manipulation, Data Transformation, Machine Learning

    ★ 4.6 (13K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Create Customer Support Data with Microsoft Excel

    Skills you'll gain: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Customer Support, Spreadsheet Software, Customer Service, Data Security, Data Management, Data Integrity, Invoicing, User Accounts, Editing

    ★ 5 (11) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Developing Data Models with LookML 日本語版

    Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Dashboard Creation, Performance Tuning, SQL, Data Persistence, Integrated Development Environments, Git (Version Control System), Version Control

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Data Insights for Healthcare Leadership and Patient Care

    Skills you'll gain: Health Care Administration, Clinical Leadership, Data-Driven Decision-Making, Run Chart, Exploratory Data Analysis, Data Analysis, Continuous Quality Improvement (CQI), Epidemiology, Health Care, Data Visualization, Statistical Visualization, Telehealth, Decision Making, Statistical Analysis, Statistical Methods, Business Metrics

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Orchestrate & Recover Real-Time Data Pipelines

    Skills you'll gain: Data Pipelines, Apache Airflow, Dataflow, Site Reliability Engineering, Disaster Recovery, Apache Kafka, Data Integrity, Data Infrastructure, Workflow Management, Real Time Data, Data Processing, Apache Spark

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Online Data Migration to BigQuery using Striim

    Skills you'll gain: MySQL, Google Cloud Platform, Data Migration, Database Management, SQL, Data Store, Big Data, Extract, Transform, Load, Data Pipelines, Data Management, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

  • T

    The Hong Kong University of Science and Technology

    Search Engines for Web and Enterprise Data

    Skills you'll gain: Web Analytics and SEO, AI Personalization, Document Management, Semantic Web, Vector Databases, Algorithms, Model Evaluation, Text Mining, Natural Language Processing, User Research, Business Modeling, Statistical Methods

    ★ 5 (8) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • C

    Coursera

    Secure Healthcare Data: Encrypt, Audit, Protect

    Skills you'll gain: Data Security, Security Controls, Data Loss Prevention, Health Care Procedure and Regulation, Computer Security Awareness Training, Cybersecurity, Cryptographic Protocols, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM)

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Highlight Data with Excel Conditional Formatting

    Skills you'll gain: Microsoft Excel, Data Visualization, Dashboard Creation, Spreadsheet Software, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Decision Making, Performance Analysis, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Snowflake

    Apache Iceberg: From Zero to Production Data Lakehouse

    Skills you'll gain: Data Lakes, Data Migration, Apache Hive, Data Infrastructure, Data Import/Export, Data Architecture, Apache Spark, Data Maintenance, Database Design, Data Store, Data Modeling, Performance Tuning, Data Management, Metadata Management, Data Validation, File Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Analyze Business Data Using Tableau for Decision Making

    Skills you'll gain: Tableau Software, Business Intelligence, Business Intelligence Software, Interactive Data Visualization, Data Presentation, Business Analytics, Data Storytelling, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Predictive Analytics, Data Integration

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Building Realtime Pipelines in Cloud Data Fusion

    Skills you'll gain: Cloud-Based Integration, Real Time Data, Data Pipelines, Apache Spark, Google Cloud Platform, Data Integration, Data Transformation, Data Wrangling, Data Analysis, Data Visualization, Data Management

    Beginner · Project · Less Than 2 Hours

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

  • Mathematics for Machine Learning: Linear Algebra: Imperial College London
  • Create Customer Support Data with Microsoft Excel: Coursera
  • Developing Data Models with LookML 日本語版: Google Cloud
  • Data Insights for Healthcare Leadership and Patient Care: John Wiley & Sons
  • Orchestrate & Recover Real-Time Data Pipelines: Coursera
  • Online Data Migration to BigQuery using Striim: Google Cloud
  • Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
  • Secure Healthcare Data: Encrypt, Audit, Protect: Coursera
  • Highlight Data with Excel Conditional Formatting: Coursera
  • Apache Iceberg: From Zero to Production Data Lakehouse: Snowflake

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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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