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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


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    EDUCBA

    Build Data-Driven C# Desktop Applications with SQL Server

    Skills you'll gain: C# (Programming Language), Microsoft SQL Servers, Application Development, Data Validation, Application Design, Database Application, Business Reporting, SQL, Secure Coding, Data Access, User Interface (UI), Database Development, Data Integrity, User Interface (UI) Design, Data Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building a Trading Bot – Core Features and Data Integration

    Skills you'll gain: Technical Analysis, No-Code Development, Market Data, Data Visualization, Financial Trading, Product Automation, User Accounts, Financial Data, Back-End Web Development, Securities Trading, Data Visualization Software, Authentications, Data Integration, Market Trend, AI Integrations, Security Management, Front-End Web Development

    Intermediate · Course · 1 - 3 Months

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    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Mathematical Software, Machine Learning Methods, Jupyter, Statistics, Numerical Analysis, Applied Machine Learning, Geometry, Data Science, Data Manipulation, Data Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado System

    The data to decision path for infusion of AI in healthcare

    Skills you'll gain: Decision Intelligence, Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Clinical Informatics, Machine Learning Methods, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply PROC SQL Fundamentals for Data Analysis in SAS

    Skills you'll gain: SQL, Metadata Management, SAS (Software), Data Management, Data Maintenance, Relational Databases, Data Manipulation, Data Transformation, Query Languages, Data Governance, Data Integrity, Automation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Automate Data Using Splunk Knowledge Objects

    Skills you'll gain: Splunk, Data Transformation, Data Analysis, Unstructured Data, Data Wrangling, Anomaly Detection, Event Monitoring, Scalability, Data Modeling, Continuous Monitoring, System Monitoring, Text Mining, Data Visualization

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Data Use for Disease Control & Global Health Decision-Making

    Skills you'll gain: Epidemiology, Data-Driven Decision-Making, Public Health, Public Health and Disease Prevention, Health Care, Health Informatics, Infectious Diseases, Data Collection, Analytics, Health Systems, Data Ethics, Data Quality, Decision Support Systems, Health Technology

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Automate Splunk Reporting with Data Models

    Skills you'll gain: Splunk, Interactive Data Visualization, Pivot Tables And Charts, Data Presentation, Dashboard Creation, Dashboard, Data Modeling, Performance Tuning, Model Optimization

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Develop Silverlight Apps with UI & Data Integration

    Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Creating a De-identified Copy of Data in Cloud Storage

    Skills you'll gain: Cloud Security, Data Loss Prevention, File Management, Google Cloud Platform, Data Access, Cloud Storage, Data Security, Data Management, Cloud Computing, Personally Identifiable Information, Unstructured Data

    Beginner · Project · Less Than 2 Hours

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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

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    Google Cloud

    Consuming Customer Specific Datasets from Data Sharing Partners using BigQuery

    Skills you'll gain: Google Cloud Platform, Cloud Management, Data Sharing, Data Access, Cloud Computing, Cloud Security, Data Integration, Data Management, Data-Driven Decision-Making, Data Visualization

    Beginner · Project · Less Than 2 Hours

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

  • Build Data-Driven C# Desktop Applications with SQL Server: EDUCBA
  • Building a Trading Bot – Core Features and Data Integration: Packt
  • Mathematics for Machine Learning: Imperial College London
  • The data to decision path for infusion of AI in healthcare: University of Colorado System
  • Apply PROC SQL Fundamentals for Data Analysis in SAS: EDUCBA
  • Analyze and Automate Data Using Splunk Knowledge Objects: EDUCBA
  • Data Use for Disease Control & Global Health Decision-Making: Johns Hopkins University
  • Analyze and Automate Splunk Reporting with Data Models: EDUCBA
  • Develop Silverlight Apps with UI & Data Integration: EDUCBA
  • Creating a De-identified Copy of Data in Cloud Storage: 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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