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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


  • E

    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Use AI Builder and Power Apps to Process Invoice Data

    Skills you'll gain: Microsoft Power Platform, Business Process Automation, Microsoft Power Automate/Flow, Microsoft 365, Invoicing, No-Code Development, Billing & Invoicing, AI Enablement, Document Management, Data Sharing, Data Store

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Python - Complete Python, Django, Data Science and ML Guide

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Query Data Using SAS SQL

    Skills you'll gain: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Data Processing, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Protecting Sensitive Data in Gen AI Model Responses

    Skills you'll gain: Data Loss Prevention, AI Security, Gemini, Google Gemini, Generative AI, Personally Identifiable Information, Cloud API, Jupyter, Responsible AI, Google Cloud Platform, Cloud Security

    Intermediate · Project · Less Than 2 Hours

  • G

    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Business Intelligence Software, Extract, Transform, Load, Dashboard Creation, Tableau Software, Databases, Data Warehousing, Stakeholder Communications, Data Visualization, Web Presence, Interviewing Skills, Business Process, Business Analysis, Professional Development, Data Analysis, SQL

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8.4K reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • E

    EDUCBA

    Learn to Analyze Data with Splunk Fundamentals

    Skills you'll gain: Dashboard Creation, Dashboard, Splunk, Data Analysis, Analytical Skills, Exploratory Data Analysis, Data Presentation, Data Visualization, Software Installation, Query Languages, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Manage Schema Evolution in Real‑Time Data

    Skills you'll gain: Data Pipelines, Apache Kafka, Operational Databases, Continuous Monitoring, Real Time Data, Data Warehousing, CI/CD, Software Versioning, Continuous Deployment, System Monitoring, Continuous Integration, Data Validation, Automation, Warehouse Management, Automation Engineering

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Français

    Skills you'll gain: Google Gemini, Gemini, Advanced Analytics, Marketing Analytics, Analytics, Data-Driven Marketing, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Predictive Modeling, Customer Acquisition Management, Forecasting

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Data Access, Google Cloud Platform, Database Management, SQL, Data Pipelines, Databases, Data Store, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Model Training, Machine Learning Methods, Fraud detection, Applied Machine Learning, Supervised Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Exploring Data Transformation with Google Cloud - 日本語版

    Skills you'll gain: Digital Transformation, Real Time Data, Data Governance, Business Transformation, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Data Transformation, Data Access, Data Storage, Big Data, Looker (Software), Analytics, Data Processing, Data-Driven Decision-Making, Business Intelligence, Data Pipelines

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

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

  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Use AI Builder and Power Apps to Process Invoice Data: Coursera
  • Python - Complete Python, Django, Data Science and ML Guide: Packt
  • Analyze and Query Data Using SAS SQL: EDUCBA
  • Protecting Sensitive Data in Gen AI Model Responses: Google Cloud
  • Google Business Intelligence: Google
  • Learn to Analyze Data with Splunk Fundamentals: EDUCBA
  • Manage Schema Evolution in Real‑Time Data: Coursera
  • Gemini for Data Scientists and Analysts - Français: Google Cloud
  • Online Data Migration to Cloud Spanner using Striim: 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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