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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 Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

    ★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Production ML Engineering: Packaging, APIs, and Testing

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Software Documentation, Code Reusability, Model Training, Test Script Development, Continuous Delivery, Test Automation, Model Evaluation, Continuous Integration, Technical Documentation, API Design, Application Programming Interface (API), Data Validation, Applied Machine Learning, Machine Learning Methods, Maintainability, Version Control, Package and Software Management, Code Review

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Contract Drafting Basics

    Skills you'll gain: Legal Technology, Generative AI, Responsible AI, Data Ethics, Contract Management, Contract Compliance, Client Services, AI literacy, AI Personalization, AI Integrations, Law, Regulation, and Compliance, Automation, Analysis

    ★ 4.2 (13) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Excel Financial Statement Modeling and Bookkeeping Automatio

    Skills you'll gain: Bookkeeping, Financial Analysis, Financial Modeling, Financial Statements, Financial Statement Analysis, Financial Accounting, Financial Reporting, Microsoft Excel, Reconciliation, Income Statement, Accounting, Excel Formulas, Balance Sheet, Cash Flows, Spreadsheet Software, Auditing, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    ★ 4.8 (67) · Beginner · Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Fine-tuning, Performance Measurement, Business Solutions, Performance Improvement, Business Analysis

    ★ 4.4 (40) · Beginner · Course · 1 - 4 Weeks

  • S

    Saviynt

    ISAA: Identity Security Mastery

    Skills you'll gain: Identity and Access Management, Governance Risk Management and Compliance, Self Service Technologies, AI Workflows, Risking, Automation, Cyber Risk, AI Security, Data Governance, Cloud Security, AI Enablement, Zero Trust Network Access, Cyber Governance, Anomaly Detection, Cyber Security Assessment, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity, Cyber Security Strategy

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Email Strategy & Communication

    Skills you'll gain: Newsletters, Email Marketing, Email Automation, Stakeholder Communications, Content Performance Analysis, Marketing Automation, Strategic Communication, Personalized Campaigns, Campaign Planning, Generative AI Agents, Performance Analysis, Communication Strategies, Content Development and Management, Goal Setting, Marketing Strategy and Techniques, Content Strategy, Digital Marketing, Digital Advertising, Driving engagement, Market Analysis

    Beginner · Course · 3 - 6 Months

  • A

    Arm

    Embedded Systems on Arm: Get Started with the micro:bit

    Skills you'll gain: Event-Driven Programming, Embedded Systems, Embedded Software, Interactive Design, Prototyping, Internet Of Things, Program Development, System Design and Implementation, Peripheral Devices, Simulations, Python Programming, Computer Programming

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Redshift プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Amazon Redshift, Data Modeling, Data Import/Export, Database Design, Data Migration, Data Architecture, Relational Databases, Google Cloud Platform, SQL, Database Architecture and Administration, Identity and Access Management, Query Languages, Data Sharing, Role-Based Access Control (RBAC), Real Time Data

    Intermediate · Course · 1 - 3 Months

  • I

    Imperial College London

    Foundations of Public Health Practice

    Skills you'll gain: Public Health, Public Health and Disease Prevention, Health Equity, Health Disparities, Health Promotion, Microbiology, Health Assessment, Health Education, Sanitation, Infection Control, Program Evaluation, Healthcare Ethics, Epidemiology, Infectious Diseases, Health Policy, Preventative Care, Environment Health And Safety, Behavioral Economics, Social Determinants Of Health, Behavioral Health

    ★ 4.7 (706) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

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

  • Machine Teaching for Autonomous AI: University of Washington
  • Production ML Engineering: Packaging, APIs, and Testing: Coursera
  • GenAI for Contract Drafting Basics: Coursera
  • Excel Financial Statement Modeling and Bookkeeping Automatio: Coursera
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Developing Generative AI Solutions: Amazon Web Services
  • ISAA: Identity Security Mastery: Saviynt
  • Email Strategy & Communication: Coursera
  • Embedded Systems on Arm: Get Started with the micro:bit: Arm
  • Redshift プロフェッショナルのための BigQuery 基礎: 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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