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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


  • U

    University of Michigan

    투자 기술의 혁신: AI

    Skills you'll gain: FinTech, Investments, Market Data, AI Enablement, Wealth Management, Financial Trading, Investment Management, Asset Management, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Financial Services, Data Mining, Analytics, Artificial Neural Networks, Applied Machine Learning, Financial Data, Portfolio Management, Decision Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Hadoop and Spark Fundamentals: Unit 3

    Skills you'll gain: Apache Hadoop, Apache Hive, Apache Spark, Big Data, Data Pipelines, Data Import/Export, Relational Databases, File Systems, Command-Line Interface, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

    Skills you'll gain: Google Cloud Platform, Google Gemini, MLOps (Machine Learning Operations), Generative AI, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Cloud Infrastructure, Agentic Workflows, Big Data, Model Deployment, Natural Language Processing, Prompt Engineering, Model Training, Applied Machine Learning, Large Language Modeling, Machine Learning, Feature Engineering, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • C

    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Business Strategy, Technology Strategies, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - 繁體中文

    Skills you'll gain: Prompt Engineering, Generative AI, Google Cloud Platform, Generative AI Agents, Google Gemini, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Agentic Workflows, Infrastructure Architecture, Artificial Intelligence, AI literacy, AI Orchestration, Big Data, Applied Machine Learning, Model Deployment, Model Training, Data Preprocessing, Machine Learning

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    AWS Visualization, Security, and Exam Preparation

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Data Visualization, Data Presentation, Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Applied Machine Learning, Amazon Elastic Compute Cloud, Key Management, Cloud-Based Integration, Data Integration, Predictive Modeling

    Advanced · Course · 1 - 3 Months

  • C

    CertNexus

    DSBIZ (Exam DSZ-210)

    Skills you'll gain: Customer experience improvement, Data-Driven Marketing, Data Strategy, Marketing Analytics, Data Literacy, Customer Insights, Business Analytics, Business Intelligence, Data Science, Operational Efficiency, Marketing, Data Ethics, Analytics, Customer Service, Big Data, Descriptive Analytics, Business Strategy, Data Collection, Predictive Analytics, Governance

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Big Data, Data Visualization, Email Automation, Scientific Visualization, Data Processing, Kubernetes, Data Analysis, Microservices, Application Development

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction à l'analyse de données sur Google Cloud

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Google Cloud Platform, Data Analysis, Analytics, Big Data, Cloud Storage, Interactive Data Visualization, Data Storage, Data Visualization Software, Business Intelligence, Dashboard Creation, Data Sharing, Data Warehousing, SQL, Data Processing

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    BigQuery Machine Learning für Inferenzen nutzen

    Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Google Cloud Platform, Model Deployment, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud でのデータ分析の概要

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Big Data, Data Visualization Software, Cloud Storage, Dashboard Creation, SQL, Data Storage, Data Warehousing, Data Sharing

    Beginner · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Plot (Graphics), Logistic Regression, Data Visualization, Graphing, Data Mining, Dimensionality Reduction, R (Software), Big Data, Analytics, Predictive Analytics, Data Science, R Programming, Statistical Modeling, Data Visualization Software, Predictive Modeling, Data Modeling, Data-Driven Decision-Making

    Mastertrack · 6 - 12 Months

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

  • 투자 기술의 혁신: AI: University of Michigan
  • Hadoop and Spark Fundamentals: Unit 3: Pearson
  • Introduction to AI and Machine Learning on GC - Deutsch: Google Cloud
  • AIBIZ (Exam AIZ-210): CertNexus
  • Introduction to AI and Machine Learning on GC - 繁體中文: Google Cloud
  • AWS Visualization, Security, and Exam Preparation: Packt
  • DSBIZ (Exam DSZ-210): CertNexus
  • Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos: Google Cloud
  • Introduction à l'analyse de données sur Google Cloud : Google Cloud
  • BigQuery Machine Learning für Inferenzen nutzen: 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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