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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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    Edureka

    Mastering Backend Development with Node.js

    Skills you'll gain: Node.JS, API Testing, Restful API, Unit Testing, API Design, Hardening, Application Performance Management, Authentications, Server Side, Postman API Platform, Software Testing, System Monitoring, Secure Coding, Performance Tuning, Back-End Web Development, Web Servers, Application Programming Interface (API), Application Deployment, MongoDB, Databases

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Advanced AI Security, Automation, Governance, and Compliance

    Skills you'll gain: Responsible AI, AI Security, DevSecOps, Cyber Governance, Security Management, Secure Coding, Governance Risk Management and Compliance, Compliance Management, Law, Regulation, and Compliance, Governance, Data Governance, Security Controls, Risk Management Framework, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Distributed Denial-Of-Service (DDoS) Attacks, Risk Management, Risk Analysis, CI/CD

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Foundations of AI and Machine Learning

    Skills you'll gain: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, AI Integrations, MLOps (Machine Learning Operations), Application Deployment, AI Workflows, Model Evaluation, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability

    4.5
    Rating, 4.5 out of 5 stars
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    279 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Determine Shortest Paths Between Routers Using Python

    Skills you'll gain: Data Structures, File I/O, Network Routing, Graph Theory, Computer Networking, Object Oriented Programming (OOP), Python Programming, Network Routers, Program Development, Algorithms, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Financial Reporting for Small Businesses

    Skills you'll gain: Balance Sheet, QuickBooks (Accounting Software), Management Reporting, Financial Statements, Financial Statement Analysis, Cash Management, Profit and Loss (P&L) Management, Financial Reporting, Financial Data, Cash Flow Forecasting, Financial Accounting, Budgeting, Payroll, Accounting, Operational Analysis, Forecasting, Banking, Analysis, Business, Business Management

    Mixed · Course · 1 - 4 Weeks

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    Minnesota State University, Mankato

    Sustaining and Evaluating Healthcare Projects

    Skills you'll gain: Healthcare Project Management, Project Closure, Project Implementation, Performance Metric, Issue Tracking, Program Implementation, Process Management, Process Improvement, Process Improvement and Optimization, Program Evaluation, Project Performance, Performance Measurement, Workflow Management, Continuous Improvement Process, Business Workflow Analysis, Operational Efficiency, Change Management, Performance Review, Organizational Change, Stakeholder Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Rural Marketing: Research, Strategy and Product Launch

    Skills you'll gain: Product Development, New Product Development, Strategic Marketing, Marketing, Promotional Strategies, Consumer Behaviour, Marketing Strategies, Field Marketing, Research, Marketing Planning, Product Design, Product Marketing, Go To Market Strategy, Commercialization, Research Methodologies, Product Strategy, Market Dynamics, Business, Environment, Communication

    Mixed · Course · 1 - 4 Weeks

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    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Migrações de bancos de dados do Google Cloud — Estratégia

    Skills you'll gain: Data Migration, Data Storytelling, Data Strategy, Google Cloud Platform, Data Governance, Database Management, Technology Roadmaps, Cloud Solutions, Business Analysis, Enterprise Architecture, Databases, Plan Execution, Business Priorities, Milestones (Project Management), Dependency Analysis, Strategic Prioritization, Risk Mitigation, Cost Estimation

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Strategic Global Human Resource Management

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Diversity Equity and Inclusion Initiatives, Human Resource Strategy, Employee Engagement, Employee Retention, Diversity and Inclusion, Diversity Programs, Human Resource Policies, Organizational Change, Business Ethics, Industrial and Organizational Psychology, Employee Relations, Drive Engagement, Intercultural Competence, Human Relations Movement, Cultural Diversity, Employee Surveys, Labor Relations, Change Management

    Intermediate · Course · 1 - 3 Months

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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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    EDUCBA

    Oracle PL/SQL Programming: Apply, Build & Optimize

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Data Access, Programming Principles, Program Development, Maintainability, Records Management

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Mastering Backend Development with Node.js: Edureka
  • Advanced AI Security, Automation, Governance, and Compliance: Packt
  • Foundations of AI and Machine Learning: Microsoft
  • Determine Shortest Paths Between Routers Using Python: Coursera
  • Financial Reporting for Small Businesses: EDUCBA
  • Sustaining and Evaluating Healthcare Projects: Minnesota State University, Mankato
  • Rural Marketing: Research, Strategy and Product Launch: EDUCBA
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Migrações de bancos de dados do Google Cloud — Estratégia: Google Cloud
  • Strategic Global Human Resource Management: Sage Publications

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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