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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


  • M

    Microsoft

    Microsoft Secure & Scalable API Development with .NET

    Skills you'll gain: Scalability, Role-Based Access Control (RBAC), Authentications, Load Balancing, Microsoft Copilot, C# (Programming Language), ASP.NET, Secure Coding, Data Security, Performance Tuning, Encryption, Back-End Web Development, .NET Framework, API Design, Restful API, Application Security, Application Development, Multi-Factor Authentication, Process Optimization, Debugging

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Getting Started with Go

    Skills you'll gain: Debugging, Go (Programming Language), Application Development, Program Development, Build Tools, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Software Development Tools, Software Installation, Programming Principles, Other Programming Languages, Command-Line Interface, Package and Software Management

    Beginner · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Advanced Analytics, People Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Boost Your Well-being with PERMA Experiments

    Skills you'll gain: Positivity, AI Personalization, Personal Development, ChatGPT, AI literacy, Self-Awareness, Employee Engagement, Prompt Engineering, Experimentation, Mental Health, Psychological Evaluations, People Development, Relationship Building, Data Capture, Research Reports, Spreadsheet Software, Data Entry, Data Collection

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Advanced Docker Orchestration and Scaling Training

    Skills you'll gain: Docker (Software), Microservices, DevSecOps, AI Orchestration, DevOps, Containerization, Application Security, Application Deployment, Open Web Application Security Project (OWASP), Security Testing, Service Management, Network Troubleshooting, Distributed Computing, Scalability, Vulnerability Scanning, Configuration Management, Debugging, Data Persistence

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Design, Secure & Document Multimodal APIs

    Skills you'll gain: OAuth, Authentications, API Design, Enterprise Security, Software Documentation, Application Programming Interface (API), Middleware, API Testing, Restful API, Model Deployment, Security Controls, Data Processing, Software Versioning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    MS-700 Microsoft Teams Admin & Management Exam Guide

    Skills you'll gain: Microsoft Teams, Microsoft 365, Security Management, Security Controls, Network Planning And Design, Cloud Security, Data Security, Microsoft Intune (Mobile Device Management Software), Enterprise Application Management, Network Administration, Role-Based Access Control (RBAC), Multi-Tenant Cloud Environments, Identity and Access Management, Data Loss Prevention, Network Troubleshooting, Azure Active Directory, Governance, Administration, IT Security Architecture, Regulatory Compliance

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Applied Machine Learning, Machine Learning Methods, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Machine Learning, Deep Learning

    ★ 4.7 (38) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Social Network Marketing Strategies for Business

    Skills you'll gain: Social Media Marketing, Social Media, Social Media Campaigns, Social Media Strategy, Social Media Analytics, Marketing Strategies, Marketing, LinkedIn, Digital Marketing, Facebook, Marketing Effectiveness, Customer Engagement, Customer Analysis, Marketing Communications, Consumer Behaviour, Global Marketing, Brand Awareness

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Datadog: Getting started with the Helm Chart

    Skills you'll gain: Kubernetes, Application Performance Management, Application Deployment, YAML, Google Cloud Platform, Configuration Management, Real Time Data, Data Analysis

    ★ 2.8 (9) · Beginner · Project · Less Than 2 Hours

  • A

    Arizona State University

    Professional Skills: Strategic Planning

    Skills you'll gain: Strategic Thinking, Critical Thinking and Problem Solving, Strategic Decision-Making, Planning, Business Planning, Strategic Leadership, Case Studies, Contingency Planning, Organizational Strategy, Complex Problem Solving, Proactivity, Data-Driven Decision-Making, Forecasting, Business Strategies, Data Literacy, Analysis, Trend Analysis, Critical Thinking, Risk Analysis, Decision Making

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Intelligence, Agentic systems, Machine Learning Algorithms, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Agentic Workflows, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Decision Intelligence, Markov Model, Algorithms, Programming Principles, Probability & Statistics

    ★ 5 (10) · Mixed · Course · 1 - 3 Months

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

  • Microsoft Secure & Scalable API Development with .NET: Microsoft
  • Getting Started with Go: Packt
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • Boost Your Well-being with PERMA Experiments: Coursera
  • Advanced Docker Orchestration and Scaling Training: Simplilearn
  • Design, Secure & Document Multimodal APIs: Coursera
  • MS-700 Microsoft Teams Admin & Management Exam Guide: Packt
  • Create a Superhero Name Generator with TensorFlow: Coursera
  • Social Network Marketing Strategies for Business: EDUCBA
  • Datadog: Getting started with the Helm Chart: 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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