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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

    Data Modeling and Lakehouse Architecture with SQL

    Skills you'll gain: Star Schema, Data Modeling, Data Architecture, Database Design, Data Lakes, Data Warehousing, SQL, Data Pipelines, Diagram Design, Business Logic, Data Integrity, Semantic Web, Data Storage, Business Metrics, Performance Tuning, Dimensionality Reduction, Resource Utilization, Issue Tracking

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Design security solutions for applications and data

    Skills you'll gain: Cloud Security, Data Governance, User Provisioning, Data Management, Data Security, Cloud Development, IT Security Architecture, Cloud Applications, Application Security, Identity and Access Management, Key Management, Security Controls, Encryption

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Engineer Cloud Data for Resiliency & ROI

    Skills you'll gain: Disaster Recovery, Terraform, Infrastructure as Code (IaC), Business Continuity Planning, Business Continuity, Data Infrastructure, Data Warehousing, Cloud Engineering, Performance Analysis, Data Architecture, Benchmarking, IT Automation, Infrastructure Architecture, Cloud Storage, AWS CloudFormation, Cloud Computing Architecture, Data-Driven Decision-Making, Automation

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Data Visualization, Statistical Methods, Advanced Analytics, Financial Forecasting, Data Analysis, Statistical Hypothesis Testing, Probability & Statistics, Predictive Modeling, Statistical Inference, Statistical Modeling, Variance Analysis

    4.6 stars, 45 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (45) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    CCSP: Cloud Data Security

    Skills you'll gain: Data Integrity, Data Management

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Code Reusability, Memory Management, Data Persistence, Algorithms

    4.8 stars, 11 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (11) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Power BI: Data Secure, Governance, and Workspace Management

    Skills you'll gain: Dashboard Creation, Power BI, Dashboard, Interactive Data Visualization, Data Governance, Data Modeling, Data Transformation, Model Optimization, Data Access, Role-Based Access Control (RBAC), Data Security, Data Cleansing

    4.6 stars, 7 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (7) · Advanced · Course · 1 - 4 Weeks

    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
  • C

    Coursera

    Transform, Analyze, and Optimize Your Data

    Skills you'll gain: Data Transformation, Azure Synapse Analytics, Database Design, Data Wrangling, Data Architecture, Database Theory, Apache Cassandra, Apache Hive, Amazon Redshift, Analysis

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL Data Quality, Security, and Governance

    Skills you'll gain: Data Governance, Data Strategy, Data Migration, Correlation Analysis, Security Controls, Data Quality, Data Infrastructure, SQL, Data Integrity, Cyber Security Assessment, Data Security, Data Validation, Data Pipelines, Dashboard Creation, Data Warehousing, Dashboard, Cost Benefit Analysis, Data Transformation, Auditing, Root Cause Analysis

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL Performance, Testing, and Data Integrity

    Skills you'll gain: Stored Procedure, SQL, Database Management, Test Script Development, Data Integrity, Query Languages, Performance Tuning, Data Transformation, Unit Testing, Data Migration, CI/CD, Jest (JavaScript Testing Framework), Data Manipulation, Data Quality, Verification And Validation, Debugging, Auditing, Plan Execution, Statistical Hypothesis Testing, Computer Graphic Techniques

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Drive Decisions with Data: SQL Analytics

    Skills you'll gain: Correlation Analysis, Data Pipelines, Dashboard, Dashboard Creation, Analytics, SQL, Business Analytics, Data Infrastructure, Data-Driven Decision-Making, Warehousing, Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Return On Investment, Interactive Data Visualization, Descriptive Statistics

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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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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