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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

    Redacting Sensitive Data with the DLP API

    Skills you'll gain: Cloud Security, Data Security, Google Cloud Platform, Cloud Computing, Data Loss Prevention, Cloud Management, Personally Identifiable Information, Cloud API, Node.JS

    Beginner · Project · Less Than 2 Hours

  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Accounting Data Analytics

    Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls, Strategic Decision-Making

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Applied Machine Learning, Geographic Information Systems, GIS Software, Spatial Analysis, Environmental Monitoring, Machine Learning Methods, Unsupervised Learning, Data Analysis Software, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • H

    Howard University

    Capstone: Data Science Problem in Linear Algebra Framework

    Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Statistical Modeling, Data Analysis, Statistical Methods, Linear Algebra, Predictive Analytics, Model Training, Unsupervised Learning, Model Evaluation

    4.4 stars, 8 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (8) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Complete SAS Guide - Learn SAS and Become a Data Ninja

    Skills you'll gain: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Statistical Methods, Statistical Programming, Regression Analysis, R (Software), Predictive Analytics, Data Analysis, Model Evaluation, Statistical Software, Statistical Modeling, Statistical Hypothesis Testing, Software Installation, Data Cleansing, Data Management

    Beginner · Course · 3 - 6 Months

  • L

    Logical Operations

    Excel VBA Macros: Forms, Files, and Data Handling

    Skills you'll gain: Excel Macros, Event-Driven Programming, Microsoft Excel, Data Transformation, Data Cleansing, Data Wrangling, Excel Formulas, Data Validation, Visual Basic (Programming Language), Data Quality, File I/O, File Management, Debugging, Spreadsheet Software, Automation, Microsoft 365, Data Science, Query Languages, Performance Improvement, Computer Programming

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • 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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Employee Data with PostgreSQL SQL Projects

    Skills you'll gain: Relational Databases, Database Development, Database Design, PostgreSQL, SQL, Query Languages, People Analytics, Data Integrity, Data Validation, Software Installation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Postman APIs for Customer Data Management

    Skills you'll gain: Web Applications, Program Development, Virtual Environment

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AWS Certified Data Analytics Specialty (2023) Hands-on

    Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Amazon Web Services, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Data Visualization, Cloud Storage, Data Presentation, Apache Spark, Dashboard, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Database Development, Data Processing

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Payroll Specialist

    Skills you'll gain: Payroll Tax, Payroll, Payroll Systems, Payroll Processing, Payroll Administration, Payroll Reporting, Tax Compliance, Tax Management, Labor Compliance, Tax Returns, Tax Preparation, Compensation Management, Non-Profit Accounting, Data Entry, Income Tax, Workforce Management, Customer Service, Benefits Administration, Labor Law, Data Analysis

    4.7 stars, 821 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (821) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Bestseller
    Bestseller
    Status: Free trial
    Free trial
  • C

    Coursera

    Career Development For Open Source Data Engineering

    Skills you'll gain: Interviewing Skills, Data Pipelines, Apache Airflow, Professional Networking, Data Presentation, Web Presence, Portfolio Management, GitHub, Apache Spark, Data Quality, Apache, Python Programming, SQL

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • Redacting Sensitive Data with the DLP API: Google Cloud
  • Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
  • Satellite Remote Sensing Data Bootcamp With Opensource Tools: Packt
  • Capstone: Data Science Problem in Linear Algebra Framework: Howard University
  • Complete SAS Guide - Learn SAS and Become a Data Ninja: Packt
  • Excel VBA Macros: Forms, Files, and Data Handling: Logical Operations
  • Learn to Analyze Data with Splunk Fundamentals: EDUCBA
  • Analyze Employee Data with PostgreSQL SQL Projects: EDUCBA
  • Apply Postman APIs for Customer Data Management: EDUCBA
  • AWS Certified Data Analytics Specialty (2023) Hands-on: Packt

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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