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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

    Sales Data Analysis and Dashboards in Excel

    Skills you'll gain: Dashboard, Pivot Tables And Charts, Dashboard Creation, Data Visualization, Spreadsheet Software, Data Presentation, Performance Analysis, Microsoft Excel, Interactive Data Visualization, Sales, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Azure Data Factory : Implement SCD Type 1

    Skills you'll gain: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Database Development, Data Warehousing, SQL, Data Integration, Data Maintenance, Extract, Transform, Load

    4.2
    Rating, 4.2 out of 5 stars
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    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Edureka

    Data Engineering Workflow Orchestration with Airflow

    Skills you'll gain: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Fatal Drug Overdose Data Using Tableau

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Ethics, Exploratory Data Analysis, Tableau Software, Data-Driven Decision-Making, Data Visualization Software, Data Analysis, Analytical Skills, Analytics, Data Cleansing, Data Preprocessing, Data Wrangling, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    The Nature of Data and Relational Database Design

    Skills you'll gain: Decision Support Systems, Database Design, Relational Databases, Database Management, Database Theory, Database Systems, Database Development, Database Management Systems, SQL, Descriptive Statistics, Database Architecture and Administration, Statistics, Statistical Reporting, Statistical Analysis, Business Intelligence, Microsoft Excel, Data Processing, Extract, Transform, Load, Business Analytics, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Matplotlib with Python: E-commerce Data Visualization

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Preprocessing, E-Commerce, Business Analytics, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Graphing, Statistical Visualization, Data Transformation, Scatter Plots, Exploratory Data Analysis, Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Schneider Electric

    AI and Data Centers: Driving Global Decarbonization

    Skills you'll gain: Data Centers, Sustainable Technologies, Internet Of Things, Climate Change Mitigation, Information Technology, Manufacturing Operations, Manufacturing Processes, Data Infrastructure, Automation Engineering, Electric Power Systems, Digital Transformation, Transportation Operations, AI Integrations, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

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    Coursera

    Edge AI and Nanotechnology: Nanoscale Data Processing

    Skills you'll gain: Anomaly Detection, Unit Testing, Test Script Development, Data Pipelines, Test Automation, Code Coverage, Real Time Data, Data Processing, Data Cleansing, Data Integrity, Extract, Transform, Load, Data Transformation, Data Persistence, Performance Testing, Data Validation, Data Science, Python Programming, Machine Learning, Algorithms, SQL

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Clean Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality, Relational Databases, Data Entry

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    EDUCBA

    Apply Advanced Data Operations in Apache Cassandra

    Skills you'll gain: Apache Cassandra, Data Manipulation, Distributed Computing, Transaction Processing, NoSQL, Database Design, Query Languages, Performance Tuning, Scalability, Data Integrity, Data Management, Java, Java Programming

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Data Management for Analytics Part 1

    Skills you'll gain: Database Design, Database Theory, Database Systems, Data Modeling, Database Management Systems, Metadata Management, Database Management, Databases, Database Administration, Data Management, Relational Databases, Database Architecture and Administration, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Data Mapping, Dependency Analysis

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: New
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    John Wiley & Sons

    Data Processing, Machine Learning, and Model Evaluation

    Skills you'll gain: Data Preprocessing, Model Evaluation, Data Processing, Model Deployment, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Data Cleansing, Predictive Modeling, Model Training, Data Science, Data Analysis, Applied Machine Learning, Model Optimization, Technical Communication, Supervised Learning, Machine Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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

  • Sales Data Analysis and Dashboards in Excel: EDUCBA
  • Azure Data Factory : Implement SCD Type 1: Coursera
  • Data Engineering Workflow Orchestration with Airflow: Edureka
  • Analyze Fatal Drug Overdose Data Using Tableau: EDUCBA
  • The Nature of Data and Relational Database Design: University of California, Irvine
  • Matplotlib with Python: E-commerce Data Visualization: EDUCBA
  • AI and Data Centers: Driving Global Decarbonization: Schneider Electric
  • Edge AI and Nanotechnology: Nanoscale Data Processing: Coursera
  • Clean Data in SQL using MySQL Workbench: Coursera
  • Apply Advanced Data Operations in Apache Cassandra: EDUCBA

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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