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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


  • G

    Google Cloud

    Creating a Data Transformation Pipeline with Cloud Dataprep

    Skills you'll gain: Data Manipulation, Data Processing, Data Wrangling, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Cloud-Based Integration, Google Analytics

    Intermediate · Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Python Programming for Data & Automation Projects

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Scripting, Web Development, Data Persistence, Full-Stack Web Development, Automation, Programming Principles, Program Development, Code Reusability, File Systems, Data Manipulation, File Management, Application Deployment, Debugging, Development Environment

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Explore Data with Gemini in BigQuery

    Skills you'll gain: Google Cloud Platform, Gemini, Google Gemini, Big Data, SQL, Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Loading Data into Google Cloud SQL

    Skills you'll gain: Data Import/Export, Database Development, Data Modeling, Database Management, Google Cloud Platform, SQL, MySQL, Data Manipulation, Data Analysis, Cloud Hosting, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Present Insights: Drive Prioritization with Data Stories

    Skills you'll gain: Data Storytelling, Storytelling, Data Presentation, Strategic Prioritization, User Research, Data-Driven Decision-Making, Persona Development, Stakeholder Communications, Prioritization, Analytics, Presentations, Stakeholder Engagement, Stakeholder Management, Strategic Decision-Making, Strategic Communication, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Data Analysis with Excel, Python and Power BI

    Skills you'll gain: Data Cleansing, Power BI, Statistical Reporting, Financial Data, Dashboard Creation, Dashboard, Statistical Analysis, Business Metrics, R (Software), Data Quality, R Programming, Data Wrangling, Data Preprocessing, Budgeting, Data Manipulation, Data Import/Export, Data Analysis Software, Data Analysis, Data Transformation, Pandas (Python Package)

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Aggregate Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, SQL, MySQL Workbench, Query Languages, Data-Driven Decision-Making, Data Analysis

    ★ 4.4 (9) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Analyze Business Data Using Tableau BI Analytics

    Skills you'll gain: Tableau Software, Dashboard, Business Intelligence, Interactive Data Visualization, Dashboard Creation, Data Presentation, Data Storytelling, Business Analytics, Business Intelligence Software, Data Analysis, Data Visualization Software, Statistical Visualization, Trend Analysis, Data Wrangling, Regional Sales, Market Analysis, Data Sharing, Performance Analysis, Variance Analysis

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    AWS: Feature Engineering Data Transformation & Integrity

    Skills you'll gain: Feature Engineering, Data Preprocessing, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Processing, Data Pipelines, Data Transformation, Amazon Web Services, Data Wrangling, Responsible AI, Data Quality, Data Integrity, Data Validation, Model Training, Personally Identifiable Information

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Data Analysis and Representation, Selection and Iteration

    Skills you'll gain: Computational Thinking, Data Analysis, C and C++, C (Programming Language), Statistical Analysis, Data Presentation, Programming Principles, Computer Programming, Descriptive Statistics, Histogram, Graphing

    ★ 4.7 (93) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Innovating with Data and Google Cloud בעברית

    Skills you'll gain: Digital Transformation, Applied Machine Learning, Google Cloud Platform, Data Literacy, Big Data, Cloud Storage, Cloud Services, Looker (Software), Cloud Computing, Business Transformation, Customer Insights, Machine Learning, Analytics, Data Management, Data Lakes, Data Storage, Unstructured Data, Data Quality, Data Processing, AI Enablement

    Beginner · Course · 1 - 3 Months

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

  • Creating a Data Transformation Pipeline with Cloud Dataprep: Google Cloud
  • Apply Python Programming for Data & Automation Projects: EDUCBA
  • Explore Data with Gemini in BigQuery: Google Cloud
  • Loading Data into Google Cloud SQL: Google Cloud
  • Present Insights: Drive Prioritization with Data Stories: Coursera
  • Financial Data Analysis with Excel, Python and Power BI : Coursera
  • Aggregate Data in SQL using MySQL Workbench: Coursera
  • Analyze Business Data Using Tableau BI Analytics: EDUCBA
  • AWS: Feature Engineering Data Transformation & Integrity : Whizlabs
  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka

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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