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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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    U

    University of California, Davis

    SQL Problem Solving

    Skills you'll gain: SQL, Data Quality, Complex Problem Solving, Data Visualization, JSON, Query Languages, Business Metrics, Business Reporting, Data Validation, Data Cleansing, Data Presentation, Forecasting, Data Analysis, Predictive Analytics, Data Manipulation

    4.1
    Rating, 4.1 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Gantt Chart Automation with Spreadsheets

    Skills you'll gain: Earned Value Management, Microsoft Project, Project Schedules, Excel Macros, Project Performance, Microsoft Excel, Performance Metric, Microsoft Access, Project Management Software, Project Controls, Management Reporting, Scheduling, Dashboard, Performance Reporting, Project Design, Project Management, Automation, Variance Analysis, Analysis, Design

    Mixed · Course · 1 - 4 Weeks

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    U

    Universitat Politècnica de València

    Artificial Vision for Textile quality control

    Skills you'll gain: Image Analysis, Image Quality, Quality Control, Quality Assurance, Failure Analysis, Computer Vision, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Anomaly Detection, Digital Signal Processing, Automation Engineering, Structural Analysis, Manufacturing and Production, Data Preprocessing, Computer Hardware

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    AI Image Generation in Python: Stable Diffusion & LoRA

    Intermediate · Course · 1 - 4 Weeks

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    N

    Multiple educators

    Machine Learning for Trading

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Model Training, Machine Learning Algorithms, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Machine Learning Software, Time Series Analysis and Forecasting, Applied Machine Learning, Statistical Machine Learning, Model Optimization, Deep Learning, Portfolio Management

    3.8
    Rating, 3.8 out of 5 stars
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    1.2K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Linear Regression and Modeling

    Skills you'll gain: Regression Analysis, R (Software), Statistical Programming, Statistical Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Correlation Analysis, Data Analysis, Statistical Methods, Model Evaluation, Mathematical Modeling, Statistics, Predictive Modeling, Probability & Statistics, Statistical Hypothesis Testing

    4.8
    Rating, 4.8 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Feature Engineering and Feature Stores for AI and ML

    Skills you'll gain: Feature Engineering, Apache Airflow, Databricks, MLOps (Machine Learning Operations), Data Pipelines, AI Orchestration, Data Lakes, Model Training, Apache Spark, Data Store, AI Workflows, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Machine Learning, Data Collection, SQL, Data Storage, Machine Learning Algorithms, Warehouse Management

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Statistical Methods, Risk Management, Finance, Correlation Analysis, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    Build Anything with AI — No Code Required

    Skills you'll gain: Prompt Engineering, Claude Code, No-Code Development, AI powered creativity, Prompt Patterns, Anthropic Claude, AI Enablement, ChatGPT, AI Orchestration, AI Product Strategy, AI Workflows, Google Gemini, Generative AI, AI Personalization, Prompt Engineering Tools, Multimodal Prompts, Generative AI Agents, AI Integrations, Automation, Software Engineering

    Beginner · Course · 1 - 3 Months

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    B

    Banco Interamericano de Desarrollo

    HydroBID: Tecnología para la gestión del recurso hídrico

    Intermediate · Course · 1 - 4 Weeks

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    KodeKloud

    AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, Model Evaluation, AWS Identity and Access Management (IAM), AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Probability and Statistics

    Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Correlation Analysis, Data Science, Mathematical Theory & Analysis, Data Collection

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    362 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • SQL Problem Solving: University of California, Davis
  • Gantt Chart Automation with Spreadsheets: EDUCBA
  • Artificial Vision for Textile quality control: Universitat Politècnica de València
  • AI Image Generation in Python: Stable Diffusion & LoRA: Board Infinity
  • Machine Learning for Trading: New York Institute of Finance
  • Linear Regression and Modeling: Duke University
  • Feature Engineering and Feature Stores for AI and ML: Edureka
  • An Intuitive Introduction to Probability: University of Zurich
  • Build Anything with AI — No Code Required: Vanderbilt University
  • HydroBID: Tecnología para la gestión del recurso hídrico: Banco Interamericano de Desarrollo

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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