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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


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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 한국어

    Skills you'll gain: Responsible AI, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Data Analysis, Data Visualization Software, Machine Learning, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Boost Productivity with Gemini in BigQuery - 한국어

    Skills you'll gain: Gemini, Exploratory Data Analysis, Prompt Engineering, Data Visualization Software, Google Cloud Platform, Data Cleansing, Data Transformation, Debugging, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Google Cloud Platform, Extract, Transform, Load, Data Architecture, Managed Services, Data Collection, Cloud Services, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Anomaly Detection, Dimensionality Reduction, Classification Algorithms, Artificial Intelligence, Machine Learning, Probability & Statistics, Image Analysis, Data Ethics, Computer Vision, Linear Algebra, Responsible AI, Embedded Systems, Natural Language Processing, Autoencoders, Regression Analysis, Model Evaluation, Applied Machine Learning, Probability

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Free Trial
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    Coursera

    Secure AI with Privacy and Access Controls

    Skills you'll gain: Data Loss Prevention, AI Security, Responsible AI, Information Privacy, Data Ethics, Security Controls, Personally Identifiable Information, Threat Modeling, Security Awareness, Incident Response, Cyber Security Policies, Cyber Governance, Governance, Risk Management Framework, Identity and Access Management, Data Governance, Generative AI

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Deployment, MLOps (Machine Learning Operations), Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Traitement des données sans serveur avec Dataflow:opérations

    Skills you'll gain: Dataflow, Data Pipelines, Cloud Management, Data Processing, CI/CD, Data Integrity, Debugging, System Monitoring, Performance Tuning, Unit Testing, Disaster Recovery

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Conceitos básicos do Cloud Spanner

    Skills you'll gain: Google Cloud Platform, Relational Databases, Database Management, Databases, Data Migration, Operational Databases, Database Architecture and Administration, Query Languages, Cloud Computing Architecture, Distributed Computing, System Monitoring, Terraform, Dataflow, Data Maintenance, Application Deployment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    Ethical Selling and Market Adaptation

    Skills you'll gain: Sales Strategy, Data Ethics, Microsoft Copilot, General Sales Practices, Sales Training, Sales, Risking, Responsible AI, Ethical Standards And Conduct, Sales Enablement, Business Ethics, Law, Regulation, and Compliance, AI Personalization, Information Privacy, Legal Risk, Continuous Monitoring, Forecasting, Decision Making, Market Analysis, Customer Engagement

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Google Cloud

    Model Armor: AI デプロイの保護

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Large Language Modeling, Model Deployment, Responsible AI, Prompt Engineering, Security Controls, Data Security, Cloud API, API Design, Configuration Management

    Beginner · Course · 1 - 3 Months

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

  • Responsible AI for Developers: Interpretability & Transparency - 한국어: Google Cloud
  • Boost Productivity with Gemini in BigQuery - 한국어: Google Cloud
  • Secure AI Interpret and Protect Models: Coursera
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
  • Secure AI with Privacy and Access Controls: Coursera
  • BigQuery ML を推論に使用する: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Traitement des données sans serveur avec Dataflow:opérations: Google Cloud
  • Conceitos básicos do Cloud Spanner: 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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