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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


  • Status: New
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    EDUCBA

    Project Reporting and Data Analysis Tools

    Skills you'll gain: Data Visualization, Project Performance, Data Storytelling, Performance Reporting, Ad Hoc Reporting, Performance Analysis, Project Schedules, Scheduling, Project Controls, Analysis, Data Management, Project Management, Planning, Administration, Analytics, Security Controls, Communication, Governance, Decision Making, Environment

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
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    DeepLearning.AI

    Preprocessing Unstructured Data for LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)

    4.3
    Rating, 4.3 out of 5 stars
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    17 reviews

    Beginner · Project · Less Than 2 Hours

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    University of Colorado Boulder

    Computational Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Data Science, Statistical Machine Learning, Statistical Methods, Statistical Software, Statistical Analysis, Mathematics and Mathematical Modeling, Computational Logic, Statistical Inference, Probability & Statistics, Machine Learning Methods, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluate Storage for Data Warehousing Success

    Skills you'll gain: Data Warehousing, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Analytics, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado System

    Algorithms, Data Collection, and Starting to Code

    Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Microsoft Development Tools, Integrated Development Environments, Data Storage, Development Environment, Computer Programming, Mathematical Software

    4.6
    Rating, 4.6 out of 5 stars
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    377 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to Data Engineering on AWS

    Skills you'll gain: Cloud Engineering, Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation

    Beginner · Course · 1 - 3 Months

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    Coursera

    Process Real-Time Data with Spark Streams

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Live Streaming, Data-Driven Decision-Making, Data Lakes, Data Integration, Data Processing, Event Monitoring, Data Transformation, JSON, Application Deployment, Event Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Charts: Visualize Data Like a Pro

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Statistical Visualization, Scatter Plots, Strategic Decision-Making

    3.4
    Rating, 3.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 1

    Skills you'll gain: Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Public History, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Education and Training, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    127 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    EU General Data Protection Regulation (GDPR)

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Data Governance, Personally Identifiable Information, ISO/IEC 27001, Data Processing, Regulatory Compliance, Compliance Management, Data Security, Law, Regulation, and Compliance, Data Import/Export, Data Access, Legal Risk, Informed Consent, Risk Management Framework, Risk Management

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    100 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Multi-Table data analysis with Tableau: Customer Analysis

    Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Literacy, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Project Reporting and Data Analysis Tools: EDUCBA
  • Preprocessing Unstructured Data for LLM Applications: DeepLearning.AI
  • Computational Bayesian Statistics for Data Science: University of Colorado Boulder
  • Evaluate Storage for Data Warehousing Success: Coursera
  • Algorithms, Data Collection, and Starting to Code: University of Colorado System
  • Introduction to Data Engineering on AWS: Packt
  • Process Real-Time Data with Spark Streams: Coursera
  • Charts: Visualize Data Like a Pro: Coursera
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 1: The Hong Kong University of Science and Technology
  • EU General Data Protection Regulation (GDPR): Packt

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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