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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


  • D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Intermediate · Specialization · 3 - 6 Months

  • S

    Starweaver

    Value Investing Strategies

    Skills you'll gain: Portfolio Management, Business Valuation, Investment Management, Portfolio Risk, Investments, Equities, Financial Analysis, Return On Investment, Balance Sheet, Financial Statement Analysis, Risk Analysis, Market Data, Depreciation, Relationship Management, Analysis, Corporate Finance, Cash Flows

    ★ 4.3 (13) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Building Students Math Skills with iKnowit

    Skills you'll gain: Mathematics Education, Education Software and Technology

    ★ 4.8 (46) · Beginner · Guided Project · Less Than 2 Hours

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy and Organization Design Project

    Skills you'll gain: Business Research, Peer Review, Consulting, Report Writing, Business Consulting, Research Reports, Management Consulting, Business Writing, Analysis, Data Visualization, Organizational Strategy, Organizational Effectiveness, Strategic Thinking, Competitive Analysis, Business Strategy, Presentations

    ★ 4.5 (47) · Mixed · Course · 1 - 3 Months

  • I

    Infosec

    Cyber Threat Hunting

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Detection, Threat Management, Endpoint Detection and Response, Cybersecurity, Security Information and Event Management (SIEM), Anomaly Detection, Generative AI, Endpoint Security, Event Monitoring, Digital Forensics, Network Analysis, Linux

    ★ 4.5 (139) · Intermediate · Course · 1 - 3 Months

  • D

    Dartmouth College

    Linux Basics: The Command Line Interface - 6

    Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Embedded Systems, Linux Servers, Computer Engineering, File Systems, Unix, Operating Systems, C (Programming Language), File Management, Memory Management, Computer Programming Tools, Computer Programming, Open Source Technology, OS Process Management

    ★ 4.7 (35) · Beginner · Course · 1 - 3 Months

  • U

    University of Houston

    Value-Based Care: Population Health

    Skills you'll gain: Chronic Diseases, Value-Based Care, Community Health, Health Equity, Gerontology, Health Disparities, Public Health, Health Assessment, Social Determinants Of Health, Public Health and Disease Prevention, Care Management, Health Systems, Health Care, Behavioral Health, Health Education

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

  • P

    Packt

    Microsoft Access 2021 - Beginner to Advanced

    Skills you'll gain: Database Development, Database Software, Database Management Systems, Data Sharing, Database Architecture and Administration, Microsoft SQL Servers, Data Integration, Management Reporting, Report Writing, IT Automation, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design

    Intermediate · Course · 3 - 6 Months

  • U

    University of Colorado Boulder

    Fundamentals of Visualization & Design with Tableau

    Skills you'll gain: Data Visualization, Data Visualization Software, Tableau Software, Color Theory, Data Integration, Data Literacy, Data Presentation, Data Import/Export, Design Elements And Principles, Business Analytics, Data Science, Marketing Analytics

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

  • E

    EDUCBA

    Octave Programming: Analyze, Apply & Implement

    Skills you'll gain: Plot (Graphics), Scripting, Scientific Visualization, Graphing, Scripting Languages, Data Visualization Software, Code Reusability, Debugging, Matlab, Numerical Analysis, Mathematical Software, Applied Mathematics, Data Manipulation, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building Your Own Database Agent

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, AI Orchestration, SQL, LLM Application, Query Languages, Generative AI Agents, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing, Large Language Modeling

    ★ 4.5 (54) · Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Elasticsearch Joins & Parent-Child Queries

    Skills you'll gain: Data Modeling, Query Languages, Data Mapping, NoSQL, Event-Driven Programming, Relational Databases, Scalability, Performance Tuning, Data Validation

    Mixed · Course · 1 - 4 Weeks

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

  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • Value Investing Strategies : Starweaver
  • Building Students Math Skills with iKnowit: Coursera
  • Competitive Strategy and Organization Design Project: Ludwig-Maximilians-Universität München (LMU)
  • Cyber Threat Hunting: Infosec
  • Linux Basics: The Command Line Interface - 6: Dartmouth College
  • Value-Based Care: Population Health: University of Houston
  • Microsoft Access 2021 - Beginner to Advanced: Packt
  • Fundamentals of Visualization & Design with Tableau: University of Colorado Boulder
  • Octave Programming: Analyze, Apply & Implement: 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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