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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


  • C

    Coursera

    Working with BigQuery

    Skills you'll gain: Statistical Reporting, Data Visualization, Big Data, SQL, Query Languages, Data Import/Export, Data Presentation, Google Cloud Platform, Data Warehousing, Data Sharing, Analytics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    269 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Introduction to Data Analysis using Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.6K reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Introducción a Azure Data Factory para Big Data

    Skills you'll gain: Data Pipelines, Big Data, Data Lakes, Microsoft Azure, Data Processing, Extract, Transform, Load, Data Integration, Cloud Management, Cloud Services

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    PowerBI for Beginners: Data transformation

    Skills you'll gain: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Cleaning in Snowflake: Techniques to Clean Messy Data

    Skills you'll gain: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Manage Data for an Online Grocer Using MySQL Workbench

    Skills you'll gain: Database Design, MySQL Workbench, MySQL, Relational Databases, SQL, Database Management, Data Manipulation, Data Migration, User Acceptance Testing (UAT), Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Guided Project · Less Than 2 Hours

What brings you to Coursera today?

  • D

    Duke University

    Understand Big O Notation in Python

    Skills you'll gain: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Data Science Challenge

    Skills you'll gain: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    203 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Mejores prácticas para el procesamiento de datos en Big Data

    Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    43 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    108 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Management with Databricks: Big Data with Delta Lakes

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control

    4.1
    Rating, 4.1 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Google Data Studio - Création de Tableaux de Bords Interactifs

    Skills you'll gain: Data Visualization, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization Software, Collaborative Software, Data Sharing, Data Science, Data Analysis, Business Intelligence, Data Integration, Data Modeling, Data Import/Export

    4.4
    Rating, 4.4 out of 5 stars
    ·
    112 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Working with BigQuery: Coursera
  • Introduction to Data Analysis using Microsoft Excel: Coursera
  • Introducción a Azure Data Factory para Big Data: Coursera
  • PowerBI for Beginners: Data transformation: Coursera
  • Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
  • Manage Data for an Online Grocer Using MySQL Workbench: Coursera
  • Understand Big O Notation in Python: Duke University
  • Data Science Challenge: Coursera
  • Mejores prácticas para el procesamiento de datos en Big Data: Coursera
  • Data Science Coding Challenge: Loan Default Prediction: 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)

Frequently Asked Questions about Big Data

Big data refers to the vast volumes of structured and unstructured data generated every second from various sources, including social media, sensors, and transactions. Its importance lies in the insights it can provide, enabling organizations to make informed decisions, enhance customer experiences, and drive innovation. In today's data-driven world, understanding big data is crucial for businesses to remain competitive and responsive to market changes.‎

A variety of job opportunities exist in the field of big data, ranging from data analysts and data scientists to big data engineers and business intelligence developers. These roles often involve analyzing complex datasets, developing data processing systems, and creating data-driven strategies. As organizations increasingly rely on data to guide their decisions, the demand for skilled professionals in big data continues to grow.‎

To succeed in big data, you should develop a mix of technical and analytical skills. Key skills include proficiency in programming languages such as Python or R, knowledge of big data technologies like Hadoop and Spark, and familiarity with data visualization tools. Additionally, understanding database management and statistical analysis will enhance your ability to interpret and manipulate large datasets effectively.‎

There are several excellent online courses available for those interested in big data. Notable options include the Big Data Specialization and the Data Analytics and Big Data Specialization. These programs offer comprehensive training in various aspects of big data, from foundational concepts to advanced analytical techniques.‎

Yes. You can start learning big data on Coursera for free in two ways:

  1. Preview the first module of many big data courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in big data, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

To learn big data effectively, start by identifying your learning goals and the specific skills you want to acquire. Enroll in structured online courses or specializations that align with your interests. Engage with practical projects to apply what you learn, and consider joining online communities or forums to connect with others in the field. Consistent practice and exploration will help reinforce your knowledge and build confidence.‎

Typical topics covered in big data courses include data storage and processing frameworks, data mining techniques, machine learning algorithms, and data visualization strategies. Courses often explore tools like Hadoop, Spark, and SQL, as well as concepts related to data ethics and privacy. This comprehensive curriculum equips learners with the necessary knowledge to navigate the complexities of big data.‎

For training and upskilling employees in big data, courses like the Big Data Processing Using Hadoop Specialization and the Modern Big Data Analysis with SQL Specialization are highly recommended. These programs focus on practical skills and real-world applications, making them ideal for workforce development.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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