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  2. Big Data

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

    Star Schemas to Snowflake: Data Modeling for Analytics Teams

    Skills you'll gain: Disaster Recovery, Star Schema, Business Continuity Planning, Database Design, Business Continuity, Data Infrastructure, Snowflake Schema, Database Architecture and Administration, Relational Databases, Data Warehousing, Cloud Engineering, Data Modeling, Data Architecture, Data Validation, SQL, Terraform, Infrastructure as Code (IaC), Extract, Transform, Load, Business Analytics, Cost Management

    Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7 stars, 4.1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (4.1K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, Apache Hadoop, Big Data, Data Quality, Data Integration, DevOps, SQL, Python Programming

    3.9 stars, 71 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.9 (71) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Streaming Big Data with Spark Streaming, Scala, and Spark 3!

    Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Programming Principles, Cloud Deployment, Data Structures, Development Environment

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Data Gathering and Writing a Systematic Review

    Skills you'll gain: Research, Report Writing, Research Reports, Research Design, Qualitative Research, Research Methodologies, Quantitative Research, Data Synthesis, Data Collection, Data Compilation, Data Analysis, Data Presentation

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Regression Analysis, Advanced Analytics, Analytics, Statistical Analysis, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Methods, Analytical Skills, Data Science, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning

    4.8 stars, 1.5K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (1.5K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Building Agile Brand Ecosystems: Data, Culture & Growth

    Skills you'll gain: Dashboard, Brand Management, Brand Strategy, Brand Marketing, Branding, Analytics, Governance, Brand Awareness, Performance Measurement, Brand Loyalty, Agile Methodology, Data-Driven Marketing, Sustainable Business, Experience Design, Corporate Sustainability, Culture, Innovation

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced SQL for Data Pipeline Optimization

    Skills you'll gain: Data Pipelines, Data Validation, SQL, Data Transformation, JSON, Data Processing, Data Warehousing, Data Integration, Performance Testing, Performance Tuning, Verification And Validation, Dashboard, Scripting, Systems Integration, Dimensionality Reduction

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Data Prep for Machine Learning in Python

    Skills you'll gain: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Transformation, Data Analysis, Box Plots, Model Training, Python Programming, Data Science

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, GitHub Copilot, Kubernetes, Virtualization, Cloud Deployment, Virtualization and Virtual Machines, Microservices, Development Environment, Application Deployment, Virtual Machines, Cloud Development, Cloud-Based Integration

    3.8 stars, 51 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.8 (51) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Data Engineering Capstone Project

    Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard Creation, Data Integration, Dashboard, Business Intelligence, Database Architecture and Administration, PySpark, Data Pipelines, Analytics, Databases, Relational Databases, SQL, Python Programming

    4.7 stars, 144 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (144) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Financial Data Storytelling & Executive Reporting in Excel

    Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Dashboard Creation, Management Reporting, Responsible AI, Storytelling, Report Writing, Data Visualization, Interactive Data Visualization, Presentations, Financial Reporting, Generative AI, Financial Data, Microsoft Excel, Financial Modeling, Strategic Communication

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1234…51

Skills you can learn in Machine Learning

Python Programming (33)
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Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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