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Big Data Analytics Courses

Big Data Analytics courses can help you learn data mining, statistical analysis, data visualization, and predictive modeling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Apache Hadoop, Spark, and Tableau, that support processing large datasets and visualizing trends, allowing you to apply your analytical skills in various business contexts.


Popular Big Data Analytics Courses and Certifications


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    Coursera

    OpenTelemetry for Unified Observability

    Skills you'll gain: .NET Framework, Prometheus (Software), Cloud-Native Computing, Site Reliability Engineering, Kubernetes, Data Import/Export, Application Programming Interface (API), Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Full-Stack Development: React, .NET API & Advanced Features

    Skills you'll gain: Web Applications, Authentications, Front-End Web Development, Authorization (Computing), Application Programming Interface (API), User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

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    Packt

    Introduction to Game Math and Basic Operations

    Skills you'll gain: Unity Engine, Video Game Development, Game Design, Computer Programming, General Mathematics, Computer Graphics, Arithmetic, Graphing, Geometry, Data Structures, Applied Mathematics

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimizing Enterprise Test Suites with Worksoft Certify

    Skills you'll gain: Test Automation, Test Execution Engine, System Testing, Software Testing, Regression Testing, Test Case, CI/CD, Integration Testing, Maintainability, Automation, Test Data, Quality Assurance, Scalability, SAP Applications

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Advanced AWS Infrastructure & Cost Management

    Skills you'll gain: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Hosting, Virtual Networking, Hybrid Cloud Computing, Private Cloud, Network Routing, Network Infrastructure

    Advanced · Course · 1 - 3 Months

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    University of Minnesota

    Recruiting, Hiring, and Onboarding Employees

    Skills you'll gain: Workforce Planning, Employee Onboarding, Recruitment, Recruitment Strategies, Full Cycle Recruitment, Talent Acquisition, Job Analysis, Human Resources, Employee Engagement, Talent Sourcing, Interviewing Skills, Decision Making, Diversity and Inclusion

    4.7
    Rating, 4.7 out of 5 stars
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    4.7K reviews

    Mixed · Course · 1 - 4 Weeks

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    Creo Incubator

    ريادة الأعمال: الثقافة المالية وتمويل الشركات

    Skills you'll gain: Entrepreneurial Finance, Financial Forecasting, Business Strategy, Presentations, Fundraising, Cash Flow Forecasting, Entrepreneurship, Business Valuation, Financial Analysis, Financial Management, Finance, Public Speaking, Market Analysis

    Advanced · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Telecommunications

    Skills you'll gain: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication

    Advanced · Specialization · 1 - 3 Months

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    Edureka

    Business Intelligence with Databricks

    Skills you'll gain: Data-Driven Decision-Making, Data Management, Database Development

    4.2
    Rating, 4.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Modeling, Statistical Analysis, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University at Buffalo

    Advanced Manufacturing Process Analysis

    Skills you'll gain: Anomaly Detection, Production Process, Manufacturing Processes, Data Collection, Data Storage, Manufacturing Operations, Systems Engineering, Digital Transformation, Data Preprocessing, Big Data, Computing Platforms

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • OpenTelemetry for Unified Observability: Coursera
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Full-Stack Development: React, .NET API & Advanced Features: Packt
  • Introduction to Game Math and Basic Operations: Packt
  • Optimizing Enterprise Test Suites with Worksoft Certify: Coursera
  • Advanced AWS Infrastructure & Cost Management: Packt
  • Recruiting, Hiring, and Onboarding Employees: University of Minnesota
  • ريادة الأعمال: الثقافة المالية وتمويل الشركات : Creo Incubator
  • AI for Telecommunications: AI CERTs
  • Business Intelligence with Databricks: Edureka

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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