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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


  • P

    Packt

    Foundations of Elasticsearch

    Skills you'll gain: Restful API, Data Mapping, Data Store, Scalability, NoSQL, Query Languages, Data Import/Export, Big Data, Software Installation

    4.7 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    HR Dashboards and Analytics in Excel

    Skills you'll gain: People Analytics, Microsoft Excel, Human Resource Strategy, Excel Formulas, Dashboard, Human Resources, Payroll Systems, Payroll, Workforce Planning, Performance Reporting, Payroll Processing, Spreadsheet Software, Employee Engagement, Workforce Management, Compensation Analysis, Performance Analysis, Employee Retention, Data Visualization, Data-Driven Decision-Making

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of North Texas

    Research Design: Inquiry and Discovery

    Skills you'll gain: Research Design, Research and Design, Research, Research Methodologies, Qualitative Research, Scientific Methods, Business Research, Research Reports, Data Collection, Sample Size Determination, Analysis, Ethical Standards And Conduct, Decision Making, Probability & Statistics

    4.8 stars, 463 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (463) · Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Probability Distribution, Probability

    4.7 stars, 466 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (466) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, User Experience Design, Vulnerability Assessments, Database Theory, Unified Modeling Language, Unit Testing, Usability, UI/UX Research, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Vulnerability Management, Data Flow Diagrams (DFDs), Relational Databases, Software Visualization, Security Software, Systems Development Life Cycle, Software Development Life Cycle

    4.6 stars, 438 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (438) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Analytics Executive Overview

    Skills you'll gain: Data Visualization, Business Analytics, Data Presentation, Analytics, Interactive Data Visualization, Statistical Visualization, Data Literacy, Data Analysis, Business Intelligence, Analytical Skills, Advanced Analytics, Data-Driven Decision-Making, Analysis, Trend Analysis, Predictive Analytics, Data Strategy, Data Warehousing, Data Science, Case Studies

    4.6 stars, 286 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (286) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Statistical Software, Data Analysis, Logistic Regression, Probability & Statistics, Statistical Modeling, Descriptive Statistics, Model Evaluation, Public Health

    4.5 stars, 331 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (331) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Python Programming Fundamentals

    Skills you'll gain: Debugging, Code Reusability, Algorithms, Microsoft Visual Studio, Problem Solving, Computer Programming Tools, Computational Logic, Python Programming, Software Development, Data Analysis, Scripting Languages

    4 stars, 77 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (77) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Planning a Machine Learning Project

    Skills you'll gain: Decision Intelligence, Feasibility Studies, Business Analysis, Decision Making, Strategic Decision-Making, Business Planning, Applied Machine Learning, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, AI Product Strategy, Program Evaluation, Business Leadership, Project Design, Leadership and Management, Strategic Leadership

    4.6 stars, 27 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (27) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Illinois Urbana-Champaign

    Managerial Accounting: Tools for Facilitating and Guiding Business Decisions

    Skills you'll gain: Management Accounting, Performance Measurement, Variance Analysis, Budgeting, Accounting, Capital Budgeting, Financial Accounting, Performance Management, Financial Data, Performance Metric, Operating Budget, Cost Management, Organizational Strategy, Key Performance Indicators (KPIs), Financial Analysis, Organizational Structure, Decision Making

    4.7 stars, 651 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (651) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    Logical Operations

    R Programming: Conditionals, Loops, Functions, and Packages

    Skills you'll gain: Code Reusability, R Programming, Package and Software Management, Computer Programming, Data Structures, Software Development, Data Science, Computer Programming Tools, Data Analysis

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…416417418…834

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

  • Foundations of Elasticsearch: Packt
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • HR Dashboards and Analytics in Excel: EDUCBA
  • Research Design: Inquiry and Discovery: University of North Texas
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Secure Software Design: University of Colorado System
  • Business Analytics Executive Overview: University of Illinois Urbana-Champaign
  • Survival Analysis in R for Public Health: Imperial College London
  • Python Programming Fundamentals: Duke University
  • Planning a Machine Learning Project: Amazon Web Services

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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