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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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    U

    University of Cambridge

    An Introduction to Astronomy

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, AI Personalization, Data Manipulation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Machine Learning Methods, Data Wrangling, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Data Processing, Autoencoders, Data Cleansing, Dimensionality Reduction, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Building Autonomous Agentic AI Systems for Beginners HandsOn

    Skills you'll gain: Agentic Workflows, Model Context Protocol, Agentic systems, AI Orchestration, CrewAI, AI Workflows, Generative AI Agents, Retrieval-Augmented Generation, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Tool Calling, Embeddings, Prompt Engineering, Context Management, Software Architecture

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    Architecting Solutions on AWS

    Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, User Accounts, Identity and Access Management, Amazon Web Services, Software Architecture, IT Security Architecture, Back-End Web Development, API Gateway, Hybrid Cloud Computing, Cloud Engineering, Systems Architecture, Cloud Management, Information Technology Architecture, Data Analysis, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    582 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    TypeScript in Practice: Functions, OOP & Generics

    Skills you'll gain: TypeScript, Object Oriented Design, Object Oriented Programming (OOP), Enterprise Application Management, Software Design Patterns, Software Design, Code Reusability, Maintainability, Secure Coding, Application Development, Programming Principles, Software Engineering, Javascript, Full-Stack Web Development, Web Development, Software Development, Computer Programming, Scalability

    Beginner · Course · 1 - 4 Weeks

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    STARWEAVER

    Financial Analyst Academy

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Budgeting, Financial Modeling, Data Storytelling, Financial Forecasting, Financial Analysis, Dashboard Creation, Dashboard, Business Valuation, Income Statement, Risk Mitigation, Financial Reporting, Financial Accounting, Management Reporting, Operational Efficiency, Forecasting, Financial Acumen, Risk Management, Strategic Decision-Making

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Blender 3D – Model a Medieval Researcher's Desk

    Skills you'll gain: 3D Assets, 3D Modeling, Cinematography, Animations, Computer Graphics, Computer Graphic Techniques, Post-Production, Visualization (Computer Graphics), Animation and Game Design, Visual Storytelling, Virtual Environment, Graphical Tools, Simulation and Simulation Software, Geometry, Simulations, Field-Programmable Gate Array (FPGA)

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Ethics and Responsible Change

    Skills you'll gain: Stakeholder Engagement, Stakeholder Analysis, Stakeholder Management, Stakeholder Communications, Data Ethics, Compliance Management, Leadership Studies, Business Ethics, Governance, Governance Risk Management and Compliance, Regulatory Compliance, Business Leadership, Compliance Reporting, Change Management, Ethical Standards And Conduct, Accountability Frameworks, Leadership and Management, Risk Management, Microsoft Teams, Microsoft Visio

    Advanced · Course · 1 - 3 Months

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    B

    Braze

    Customer Engagement Specialist

    Skills you'll gain: Customer Engagement, Customer Retention, Campaign Management, Cross-Channel Marketing, Personalized Campaigns, Driving engagement, Marketing Analytics, AI Personalization, Campaign Planning, Advertising Campaigns, Promotions and Campaigns, Brand Marketing, Email Marketing, Digital Marketing Campaigns, Digital Brand Strategy, Marketing, Digital Marketing Tools, Digital Marketing, Analytics, Business Reporting

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Advancing Women in Tech

    Real-World Product Management

    Skills you'll gain: Product Roadmaps, Product Management, Agile Product Development, Customer Retention, Cross-Functional Team Leadership, Professional Networking, Product Planning, Financial Analysis, AI Product Strategy, Product Strategy, Design and Product, Technical Product Management, Product Requirements, Engineering Management, Product Development, Financial Statement Analysis, Customer Analysis, New Product Development, Performance Management, Interviewing Skills

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    943 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Marketing analytics: Know your customers

    Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Insights, Digital Media Strategy, Data-Driven Marketing, Marketing Effectiveness, Digital Marketing, Customer Data Management, Digital Analysis, Marketing Strategies, Social Media Marketing, Customer Engagement, Customer experience strategy (CX), Predictive Analytics, Analytics, Data Analysis Software, Consumer Behaviour, Big Data, Data Integration, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Beginner · Course · 1 - 3 Months

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    M

    Microsoft

    Microsoft Customer Journey Mapping 

    Skills you'll gain: Customer Insights, Customer Analysis, AI Personalization, Data Storytelling, Conversion Funnel Analysis, Campaign Management, Customer Data Management, Data-Driven Marketing, Marketing Analytics, Data Presentation, Power BI, Customer Relationship Management (CRM) Software, Upselling, Customer Relationship Management, Personalized Campaigns, Cross-Channel Marketing, Performance Reporting, Key Performance Indicators (KPIs), Campaign Planning, Email Marketing

    Beginner · Specialization · 3 - 6 Months

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

  • An Introduction to Astronomy: University of Cambridge
  • Recommender Systems: Packt
  • Building Autonomous Agentic AI Systems for Beginners HandsOn: Packt
  • Architecting Solutions on AWS: Amazon Web Services
  • TypeScript in Practice: Functions, OOP & Generics: LearnKartS
  • Financial Analyst Academy: STARWEAVER
  • Blender 3D – Model a Medieval Researcher's Desk: Packt
  • Ethics and Responsible Change: Microsoft
  • Customer Engagement Specialist: Braze
  • Real-World Product Management: Advancing Women in Tech

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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