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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


  • P

    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics

    ★ 4.5 (815) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • 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 (711) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    Emory University

    Foundations of Marketing Analytics

    Skills you'll gain: Social Media Analytics, Pivot Tables And Charts, Customer Analysis, Probability Distribution, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Descriptive Statistics, Data-Driven Marketing, Social Media Marketing, Exploratory Data Analysis, Probability, Statistical Analysis, Target Market, Social Media, Model Evaluation, Microsoft Excel, Marketing

    ★ 4.3 (536) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • S

    Sage Publications

    Foundations of Global Human Resource Management

    Skills you'll gain: Compensation Management, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Compensation Analysis, Diversity Awareness, Human Resources, International Relations, Labor Relations, Human Capital, Labor Compliance, Employee Relations, Human Resource Policies, Labor Law, Diversity Programs, Cultural Diversity, Human Resources Management and Planning, Human Resource Strategy, Business Management, Resource Management, Business Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • I

    IBM

    Java Programming Fundamentals

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Java Programming, File Management, Memory Management, Code Reusability, Application Development, Maintainability, Computer Programming, Software Design, Development Environment, Program Development, Application Design, Programming Principles, Computer Programming Tools, Data Structures, Integrated Development Environments

    ★ 4.6 (247) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Advanced Digital Marketing: Engaging Through Multimedia

    Skills you'll gain: Blogs, Search Engine Marketing, Media Relations, Content Creation, Online Advertising, Digital Content, Press Releases, Social Media Marketing, Digital Media Strategy, Content Marketing, Marketing Communications, Digital Advertising, Driving engagement, Digital Marketing, Multimedia, Social Media Content, Brand Management, Public Relations, Social Media, Web Analytics and SEO

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Manipulation, Data Management, Data Science, Unsupervised Learning, Supervised Learning, Algorithms, Transaction Processing

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Criação de agentes de IA com bancos de dados corporativos

    Skills you'll gain: Model Context Protocol, Vector Databases, Database Development, Tool Calling, AI Workflows, Agentic Workflows, AI Integrations, LLM Application, Database Architecture and Administration, Generative AI Agents, SQL, Query Languages, Google Cloud Platform, Databases, Retrieval-Augmented Generation, Embeddings, Agentic systems, Application Deployment

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    Creating a Looker Modeled Query and Working with Quick Start

    Skills you'll gain: Looker (Software), Pivot Tables And Charts, Data Modeling, Exploratory Data Analysis, Data Analysis, Query Languages

    ★ 5 (7) · Beginner · Project · Less Than 2 Hours

    Status: Free Trial
    Free Trial
  • P

    Packt

    Ethical AI Design & Implementation

    Skills you'll gain: Responsible AI, Data Ethics, Governance, AI Enablement, Generative AI, Business Ethics, Organizational Leadership, Stakeholder Engagement, Strategic Leadership, Ethical Standards And Conduct, Stakeholder Communications, Law, Regulation, and Compliance, Compliance Management, Accountability Frameworks, Regulatory Compliance, Regulation and Legal Compliance, Accountability, AI Orchestration, User Feedback

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Foundations of Kubernetes for Enterprise Environments

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Load Balancing, Network Infrastructure, Application Deployment, Role-Based Access Control (RBAC), Network Security, Scalability, Software Installation, Data Storage

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular big data courses

  • Mastering Machine Learning Algorithms using Python: Packt
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Foundations of Public Health Practice: Imperial College London
  • Foundations of Marketing Analytics: Emory University
  • Foundations of Global Human Resource Management: Sage Publications
  • Java Programming Fundamentals: IBM
  • Advanced Digital Marketing: Engaging Through Multimedia: John Wiley & Sons
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Criação de agentes de IA com bancos de dados corporativos: Google Cloud
  • Creating a Looker Modeled Query and Working with Quick Start: 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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