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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: Free Trial
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    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    Evaluate and Transform M&A Data for Valuations

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Storytelling, Mergers & Acquisitions, Data Transformation, Interactive Data Visualization, Spreadsheet Software, Data Presentation, Business Valuation, Financial Modeling, Case Studies, Analysis, Financial Statement Analysis, Financial Analysis, Market Data, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Free Trial
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    Packt

    Data Structures & Algorithms in Java + 150 Leetcode Problems

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Software Design Patterns, Problem Solving, Solution Design, Applied Mathematics, Geometry

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
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    Packt

    Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs

    Skills you'll gain: Cloud Engineering, Data Transformation

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    EDUCBA

    Apply ETL Testing Techniques for Retail Data Pipelines

    Skills you'll gain: Data Validation, Extract, Transform, Load, Test Case, Consolidation, Data Integrity, Data Integration, Data Transformation, Data Pipelines, Query Languages, SQL, Analytics

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    AI-Powered DevOps and Data Engineering on AWS

    Skills you'll gain: AWS SageMaker, AI Integrations, Amazon Web Services, AI Security, AI Enablement, DevOps, IT Automation, Devops Tools, AI Workflows, AWS CloudFormation, AI literacy, Vulnerability Scanning, Artificial Intelligence, Secure Coding, Generative AI Agents, Generative AI, Application Security, Responsible AI, Extract, Transform, Load, Building Codes

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 한국어

    Skills you'll gain: Google Gemini, Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Data-Driven Marketing, Marketing Analytics, Generative AI, AI Integrations, Predictive Modeling, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Customer Acquisition Management, Marketing Strategies

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    The Power of Storytelling: How to Visualize Data in the Cloud

    Skills you'll gain: Data Storytelling, Data Visualization, Interactive Data Visualization, Data Presentation, Data Visualization Software, Dashboard, Looker (Software), Dashboard Creation, Data Modeling, Data Access, Business Analytics, Data Analysis, Analytics, Data Governance, Performance Tuning, Report Writing, Cloud Services, Self Service Technologies, Version Control

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Capstone: Build and Operate an AI-Native Data Platform

    Intermediate · Course

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Data Analysis, Google Cloud Platform, Analytical Skills, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Microsoft Azure Data Fundamentals Exam Guide (DP-900)

    Skills you'll gain: Azure Synapse Analytics, Relational Databases, Power BI, Microsoft Azure, Data Store, Data Visualization, Database Management, Real Time Data, Interactive Data Visualization, Data Storage, Database Theory, Dashboard, Data Presentation, Databricks, Database Administration, Data Warehousing, Data Management, Data Architecture, Data Integrity, Data Analysis

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Data Structures with C: Upgrade a Rocket Display Module

    Skills you'll gain: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Code Reusability, Memory Management, C and C++, Programming Principles, Data Management, Software Development

    Intermediate · Guided Project · Less Than 2 Hours

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

  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • Evaluate and Transform M&A Data for Valuations: Coursera
  • Data Structures & Algorithms in Java + 150 Leetcode Problems: Packt
  • Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs: Packt
  • Apply ETL Testing Techniques for Retail Data Pipelines: EDUCBA
  • AI-Powered DevOps and Data Engineering on AWS: Packt
  • Gemini for Data Scientists and Analysts - 한국어: Google Cloud
  • The Power of Storytelling: How to Visualize Data in the Cloud: Google Cloud
  • Capstone: Build and Operate an AI-Native Data Platform: IBM
  • Put It All Together: Prepare for a Cloud Data Analyst Job: Google Cloud

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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