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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

    Spring Boot Foundations

    Skills you'll gain: Spring Boot, Hibernate (Java), Spring Framework, Web Applications, Application Development, Web Development, Program Development, Restful API, Application Frameworks, Secure Coding, Bootstrap (Front-End Framework), Development Environment, Object-Relational Mapping, Model View Controller, UI Components, Software Development Tools, Authentications, User Interface (UI), Databases

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Sales)

    Skills you'll gain: Agentic Workflows, AI Personalization, Agentic systems, Competitive Intelligence, Sales Management, Generative AI Agents, Sales Strategy, Sales, Personalized Campaigns, Customer Analysis, Customer Relationship Management (CRM) Software, Customer Relationship Management, Real Time Data, Proposal Writing, Automation, Competitive Analysis, Customer Insights, Proposal Development, Data Analysis, Case Studies

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn to work with APIs

    Skills you'll gain: JSON, Restful API, API Design, Web Applications, Application Programming Interface (API), Responsive Web Design, Cascading Style Sheets (CSS), Dashboard Creation, Event-Driven Programming, HTML and CSS, Javascript, Wireframing, Web Servers, Web Development, Real Time Data, Game Design, Hypertext Markup Language (HTML), Servers, Software Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • A

    Advancing Women in Tech

    Acing the Product Management Interview

    Skills you'll gain: Professional Networking, Performance Management, Interviewing Skills, Product Management, Branding, Workforce Development, Amazon Web Services, Recruitment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Analysis and Interpretation of Large-Scale Programs

    Skills you'll gain: Program Evaluation, Health Equity, Quantitative Research, Data Analysis, Statistical Analysis, Analysis, Health Assessment, Statistical Reporting, Health Disparities, Exploratory Data Analysis, Data Collection, Sampling (Statistics), Public Health and Disease Prevention, Maternal Health, Model Evaluation, Research Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers

    Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Safety and Security, Machine Learning, Model Evaluation, Ethical Standards And Conduct, Data Quality, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • T

    Tel Aviv University

    Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Tax, Economic Development, Social Justice, Socioeconomics, Public Policies, Tax Planning, Policy Analysis, Income Tax

    4.6
    Rating, 4.6 out of 5 stars
    ·
    136 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Optimization, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, AI Product Strategy, Transfer Learning, Model Training, Applied Machine Learning, AI Personalization, Model Evaluation, Performance Tuning, Model Based Systems Engineering, Memory Management, Program Evaluation, Analysis, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Understand RAG Basics

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, AI Integrations, Generative AI, Embeddings, Diagram Design, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Exam Prep AZ-500:Microsoft Azure Security Engineer Associate

    Skills you'll gain: Azure Active Directory, Authentications, Microsoft Azure, Authorization (Computing), Network Security, Virtual Private Networks (VPN), Identity and Access Management, Firewall, Active Directory, Cloud Management, Cloud Security, Network Engineering, User Provisioning, Network Administration, Infrastructure Security, Security Management, Role-Based Access Control (RBAC), Security Controls, Virtual Networking, Kubernetes

    4.3
    Rating, 4.3 out of 5 stars
    ·
    26 reviews

    Intermediate · Specialization · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Becoming a Strengths Based Leader: Leading Standout® Teams

    Skills you'll gain: Storytelling, Recognizing Others, Team Building, Trustworthiness, Team Performance Management, Team Management, Teamwork, Collaboration, Team Collaboration, Team Leadership, Visionary, People Development, Leadership Development, Peer Review, Team Motivation, Employee Engagement, Leadership, Performance Management, Communication, Productivity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 3 - 6 Months

  • T

    Tecnológico de Monterrey

    Impulsando la transformación del marketing digital

    Skills you'll gain: Brand Management, Digital Media Strategy, Digital Analysis, Digital Marketing, Digital Brand Strategy, Digital Marketing Tools, Social Media Analytics, Digital Transformation, Marketing Analytics, Marketing Strategies, Branding, Business Transformation, Brand Strategy, Digital Communications, Marketing Automation, Communication, Consumer Behaviour, Business Strategy, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    103 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Spring Boot Foundations: Packt
  • Agentic AI Content for Practitioners (Teams: Sales): Coursera
  • Learn to work with APIs: Scrimba
  • Acing the Product Management Interview: Advancing Women in Tech
  • Analysis and Interpretation of Large-Scale Programs: Johns Hopkins University
  • Responsible AI for Developers: Google Cloud
  • Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing: Tel Aviv University
  • Fine-Tune & Optimize Generative AI Models: Coursera
  • Understand RAG Basics: Coursera
  • Exam Prep AZ-500:Microsoft Azure Security Engineer Associate: Whizlabs

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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