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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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    EDUCBA

    Master AWS Cloud Foundations: Build, Secure & Scale

    Skills you'll gain: Cloud-Native Computing, Amazon DynamoDB, Cloud Deployment, Infrastructure as Code (IaC), Databases, Database Systems, Microservices, Cloud Security, User Provisioning, Event-Driven Programming

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master Real-Time Streaming with Kafka & Spark

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Apache Spark, Scala Programming, Development Environment, Data Processing, Live Streaming, Data Transformation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI with Python

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Agentic systems, AI Workflows, Hugging Face, CrewAI, Embeddings, Transfer Learning

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Advanced Tool Development and Integration

    Skills you'll gain: AI Workflows, Tool Calling, OAuth, AI Orchestration, Middleware, Generative AI Agents, Interoperability, API Gateway, Agentic Workflows, Software Development Tools, LLM Application, Application Programming Interface (API), Agentic systems, Authentications, Real Time Data, Data Persistence, Context Management, Business Logic, Software Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Query Languages, Vector Databases, Data Storage, Semantic Web, Unstructured Data, Graph Theory

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    Rating, 4.7 out of 5 stars
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    Intermediate · Project · Less Than 2 Hours

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    Coursera

    Refactor and Test LLM Microservices

    Skills you'll gain: Maintainability, Code Review, Test Driven Development (TDD), API Testing, LLM Application, API Design, Microsoft Visual Studio, Software Engineering, Engineering Software, Software Technical Review, Program Development, Application Lifecycle Management, Unit Testing, Microservices, Peer Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Infosec

    Writing Secure Code in iOS

    Skills you'll gain: Apple iOS, iOS Development, Open Web Application Security Project (OWASP), Swift Programming, Role-Based Access Control (RBAC), Vulnerability Assessments, Mobile Security, Software Testing, Mobile Development, Secure Coding, Authentications, Unit Testing, Application Security, Encryption, Security Testing, IT Security Architecture, Network Security, Application Programming Interface (API), Authorization (Computing), Mobile Development Tools

    Intermediate · Specialization · 1 - 3 Months

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    Logical Operations

    Microsoft Access 365 Essentials

    Skills you'll gain: Microsoft Access, Database Design, Relational Databases, Database Management, Excel Macros, Microsoft 365, Database Development, Database Administration, Database Architecture and Administration, Data Integrity, Data Maintenance, Microsoft Windows, Databases, Microsoft Office, Data Entry, Query Languages, Data Presentation, Productivity Software, User Interface (UI), Scripting

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Evaluate and Explain Retention Curves

    Skills you'll gain: Customer Retention, Customer Insights, Statistical Methods, Statistical Analysis, R Programming, Trend Analysis, Data Analysis, Statistics, Performance Metric, Business Metrics, Analytics, Key Performance Indicators (KPIs), Statistical Hypothesis Testing, Customer Engagement

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluate Change Communication for Project Success

    Skills you'll gain: User Feedback, Stakeholder Communications, Surveys, Stakeholder Management, Performance Metric, Data Presentation, Change Management, Business Transformation, Communication, Organizational Change, Data-Driven Decision-Making, Agile Project Management, Communication Strategies, Key Performance Indicators (KPIs), Data Analysis, Case Studies

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build & Apply Advanced iOS Apps with Swift

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Application Lifecycle Management, UI Components, Application Design, Application Development, Application Programming Interface (API), Data Persistence, User Interface (UI), Mobile Development, Web Services, Secure Coding, Authentications, User Interface (UI) Design, Programming Principles, User Flows, Data Validation, Data Management, JSON

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Practical Kubernetes - Beyond CKA and CKAD Hands-on

    Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), Prometheus (Software), Application Deployment, Grafana, Network Administration, Data Storage, Containerization, YAML, CI/CD, System Monitoring, Network Troubleshooting, Network Security, Scalability

    Intermediate · Course · 3 - 6 Months

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

  • Master AWS Cloud Foundations: Build, Secure & Scale: EDUCBA
  • Master Real-Time Streaming with Kafka & Spark: EDUCBA
  • Generative AI with Python: Packt
  • Advanced Tool Development and Integration: Coursera
  • Knowledge Graphs for RAG: DeepLearning.AI
  • Refactor and Test LLM Microservices: Coursera
  • Writing Secure Code in iOS: Infosec
  • Microsoft Access 365 Essentials: Logical Operations
  • Evaluate and Explain Retention Curves: Coursera
  • Evaluate Change Communication for Project Success: Coursera

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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