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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


  • G

    Google Cloud

    Building Demand Forecasting with BigQuery ML

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Forecasting, Model Training, Google Cloud Platform, Predictive Analytics, Predictive Modeling, Big Data, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Analysis Software, Exploratory Data Analysis, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • D

    Dell

    Dell Technologies Establishing Your Sales Strategy

    Skills you'll gain: Sales Process, Prospecting and Qualification, Sales Pipelines, Technical Sales, Rapport Building, Sales, Sales Development, Customer Relationship Building, Sales Strategy, Selling Techniques, Consultative Selling, Data Centers, Information Technology, Relationship Building, Customer Relationship Management, Telecommunications, Big Data, Communication, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Connected Sheets: Qwik Start

    Skills you'll gain: Google Sheets, Pivot Tables And Charts, Spreadsheet Software, Big Data, Data Analysis, Excel Formulas, Data Import/Export, Data Visualization, Interactive Data Visualization, Network Analysis, SQL

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Predict Visitor Purchases with a Classification Model in BQML

    Skills you'll gain: Model Evaluation, Customer Analysis, Model Training, Logistic Regression, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, E-Commerce, Big Data, Data Access, Applied Machine Learning, Data Analysis, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Distributed Query Optimization and Security

    Skills you'll gain: Database Management, Database Development, Database Architecture and Administration, Apache Hadoop, Database Theory, Query Languages, Database Management Systems, Big Data, SQL, Data Access, Distributed Computing, Performance Tuning, Data Processing, Data Integrity, Authorization (Computing), Data Storage Technologies, File Systems, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Future Health: Digital Health and Healthcare Innovation

    Skills you'll gain: Health Technology, Precision Medicine, Telehealth, Health Systems, Health Informatics, Digital Transformation, Data-Driven Decision-Making, Health Care, Bioinformatics, Data Science, Innovation, Medical Telemetry, Big Data, Medical Equipment and Technology, Medical Devices, Health Policy, Health Care Administration, Health Education, Home Health Care, General Medicine

    Beginner · Course · 3 - 6 Months

  • E

    Edureka

    Lakehouse Architecture and Delta Lake with Databricks

    Skills you'll gain: Transaction Processing, Data Lakes, Data Architecture, Databricks, Data Infrastructure, Data Pipelines, Data Warehousing, Data Integration, Apache Spark, Data Processing, Real Time Data, Big Data, Scalability, Performance Tuning, Data Quality, Data Storage Technologies, SQL

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategy, Value Propositions, Applied Machine Learning, Cloud-Based Integration, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Visualize the 10,000 Bitcoin Pizza Transaction Using BigQuery and AI Notebooks

    Skills you'll gain: Google Cloud Platform, Transaction Processing, Big Data, Interactive Data Visualization, Blockchain, Data Visualization, Data Visualization Software, Data Cleansing, Cloud API, Data Processing, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Introdução à IA e ao machine learning no Google Cloud

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

    Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Modelos de Atribuição

    Skills you'll gain: Resource Allocation, Customer Analysis, Marketing Channel, Marketing Effectiveness, Data Modeling, Conversion Funnel Analysis, Sales Strategy, Data-Driven Marketing, Journey Mapping, Big Data, Communication Strategies, Business Strategy, Cross-Channel Marketing, Data Quality, Analytics, Advanced Analytics, Data Management, Consumer Behaviour

    Beginner · 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

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

  • Building Demand Forecasting with BigQuery ML: Google Cloud
  • Dell Technologies Establishing Your Sales Strategy: Dell
  • Connected Sheets: Qwik Start: Google Cloud
  • Predict Visitor Purchases with a Classification Model in BQML: Google Cloud
  • Distributed Query Optimization and Security: Johns Hopkins University
  • Future Health: Digital Health and Healthcare Innovation: John Wiley & Sons
  • Lakehouse Architecture and Delta Lake with Databricks: Edureka
  • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração
  • Visualize the 10,000 Bitcoin Pizza Transaction Using BigQuery and AI Notebooks: Google Cloud
  • Introdução à IA e ao machine learning no Google Cloud: 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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