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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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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Data Privacy and Protection Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Incident Response

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Mart, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    Extracting Value from Dark Data: ULEADD

    Skills you'll gain: Exploratory Data Analysis, Data Strategy, Unstructured Data, Data-Driven Decision-Making, Solution Design, Data Transformation, Data Quality, Data Analysis, Needs Assessment, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Data Science in Stratified Healthcare and Precision Medicine

    Skills you'll gain: Precision Medicine, Bioinformatics, Image Analysis, Biomedical Technology, Process Driven Development, Medical Imaging, Big Data, Data Science, Data Ethics, Health Informatics, Statistical Modeling, Machine Learning, Natural Language Processing, Data Integration, Network Analysis, Graph Theory, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    337 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Applying Data Analytics in Finance

    Skills you'll gain: Portfolio Management, Time Series Analysis and Forecasting, Performance Measurement, Financial Forecasting, Analytics, Financial Trading, Financial Analysis, R Programming, Trend Analysis, Investment Management, Statistical Analysis, Equities, Regression Analysis, Risk Analysis, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    222 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Analysis in Python: Using Pandas DataFrames

    Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Run Chart, Qualitative Research, Pareto Chart, Continuous Quality Improvement (CQI), Health Informatics, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Customer Data, Analytics, and Segmentation

    Skills you'll gain: Microsoft Copilot, Sales Strategy, Customer Analysis, Sales Pipelines, Data Cleansing, Sales Management, Sales, Customer Relationship Management (CRM) Software, Customer Insights, Data Quality, Customer Data Management, AI Personalization, Analytics, Personalized Service, Data Management, Predictive Analytics, Data-Driven Decision-Making, Data Integration

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Data Processing and Optimization with Generative AI

    Skills you'll gain: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Data Integrity, Feature Engineering, Data Validation, Personally Identifiable Information, Data Analysis

    3.6
    Rating, 3.6 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Seaborn Python: Visualize & Analyze Data Distributions

    Skills you'll gain: Matplotlib, Statistical Modeling, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Performing Data Definition and Manipulation in SQL

    Skills you'll gain: SQL, Database Design, Database Management, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Database Management Systems, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
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    113 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Data Warehousing and Integration Part 2: Northeastern University
  • Data Privacy and Protection Standards: Coursera
  • Data Warehousing and Integration Part 1: Northeastern University
  • Extracting Value from Dark Data: ULEADD: Arizona State University
  • Data Science in Stratified Healthcare and Precision Medicine: The University of Edinburgh
  • Applying Data Analytics in Finance: University of Illinois Urbana-Champaign
  • Data Analysis in Python: Using Pandas DataFrames: Coursera
  • Using Data for Healthcare Improvement: Imperial College London
  • Customer Data, Analytics, and Segmentation: Microsoft
  • Data Processing and Optimization with Generative AI: Microsoft

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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