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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


  • Status: New
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    Status: Free Trial
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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Responsible AI, Scalability, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to PhET Simulations for STEM Education

    Skills you'll gain: Education Software and Technology, Simulations, Teaching, Mathematics Education, Digital pedagogy, Interactive Data Visualization, Physics

    4.9
    Rating, 4.9 out of 5 stars
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    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
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    Coursera

    Synthflow for Beginners: Build a Voice AI Receptionist

    Skills you'll gain: Self Service Technologies, Automation, Setting Appointments, AI Workflows, Calendar Management, Prompt Engineering, Customer Service, Customer Inquiries, Customer Communications Management, Scheduling, Dental Care, Greeting Customers

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Model Evaluation, Logistic Regression, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Strategies for Cloud Security Risk Management

    Skills you'll gain: Cloud Security, Risk Management Framework, Data Security, Security Management, ISO/IEC 27001, Information Privacy, NIST 800-53, Infrastructure as Code (IaC), Cyber Security Policies, Security Controls, Google Cloud Platform, Cybersecurity

    4.5
    Rating, 4.5 out of 5 stars
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    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Microsoft Azure for AI and Machine Learning

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Azure DevOps, Artificial Intelligence and Machine Learning (AI/ML), Cloud Deployment, Data Pipelines, Data Preprocessing, CI/CD, Continuous Monitoring, Debugging, Identity and Access Management, Version Control, Data Storage, Scalability

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Starweaver

    Financial Leadership in Hospitality

    Skills you'll gain: Revenue Management, Vendor Management, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality, Hospitality Management, Cost Control, Budget Management, Performance Measurement, Budgeting, Hotel Operations, Financial Analysis, Financial Forecasting, Variance Analysis, Forecasting, Financial Management, Business Relationship Management, Finance, Leadership

    5
    Rating, 5 out of 5 stars
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    22 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Basic Cryptography and Programming with Crypto API

    Skills you'll gain: Cryptography, Data Encryption Standard, Encryption, Advanced Encryption Standard (AES), Application Security, Public Key Cryptography Standards (PKCS), Secure Coding, Data Security, Web Development, Email Security, PHP (Scripting Language), Brute-force attacks, Algorithms, User Provisioning

    4.5
    Rating, 4.5 out of 5 stars
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    100 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    University of Colorado System

    Applied Kalman Filtering

    Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Control Systems, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Engineering Analysis, Mathematical Software, Simulation and Simulation Software

    4.9
    Rating, 4.9 out of 5 stars
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    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
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    Coursera

    NightCafe for Beginners: Create AI Art

    Skills you'll gain: Generative AI, Editing, AI Personalization, Artificial Intelligence, Prompt Engineering, Creativity, Content Creation

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Working with Subqueries in SQL

    Skills you'll gain: SQL, PostgreSQL, Query Languages

    4.3
    Rating, 4.3 out of 5 stars
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    65 reviews

    Advanced · Guided Project · Less Than 2 Hours

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

  • GenAI Foundations and AI Agents Development: Starweaver
  • Introduction to PhET Simulations for STEM Education: University of Colorado Boulder
  • Synthflow for Beginners: Build a Voice AI Receptionist: Coursera
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Strategies for Cloud Security Risk Management: Google Cloud
  • Microsoft Azure for AI and Machine Learning: Microsoft
  • Financial Leadership in Hospitality: Starweaver
  • Basic Cryptography and Programming with Crypto API: University of Colorado System
  • Applied Kalman Filtering: University of Colorado System

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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