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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


  • M

    Macquarie University

    Excel Regression Models for Business Forecasting

    Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Model Evaluation, Excel Formulas, Microsoft Excel, Statistical Modeling, Business Modeling, Trend Analysis, Business Planning, Data Synthesis, Statistical Methods, Correlation Analysis, Statistical Analysis, Data Visualization, Statistical Hypothesis Testing

    4.9 stars, 112 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (112) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design

    3.8 stars, 11 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.8 (11) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Edge AI and Nanotechnology: Semiconductor Innovations

    Skills you'll gain: Responsible AI, AI Integrations, Data Governance, Model Deployment, AI Product Strategy, Semiconductors, Data Science, Model Training, Statistical Process Controls, Predictive Modeling, Applied Machine Learning, Model Evaluation, Data Quality, Anomaly Detection, Machine Learning, Machine Learning Methods, Random Forest Algorithm, Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • I

    Illinois Tech

    Building with Code: Programming Fundamentals and Open Source

    Skills you'll gain: Open Source Technology, Package and Software Management, Web Development, Linux, Shell Script, Database Design, Ubuntu, Relational Databases, Web Applications, Web Development Tools, Unix Shell, Test Driven Development (TDD), Python Programming, Linux Administration, Databases, Object Oriented Programming (OOP), Object Oriented Design, Scripting Languages, Javascript, Database Management

    4.6 stars, 68 reviews, Beginner, Specialization, 3 - 6 Months

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

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

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Statistical Methods, Quality Assessment, Statistical Hypothesis Testing, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Improving Math Engagement with Prodigy

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

    4.7 stars, 88 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (88) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of California, Irvine

    The Merkle Tree and Cryptocurrencies

    Skills you'll gain: Blockchain, Cryptography, Data Integrity, Encryption, Cryptographic Protocols, FinTech, Transaction Processing, Data Structures, Verification And Validation

    4.8 stars, 26 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Salesforce Fundamentals and Setup

    Skills you'll gain: Salesforce, Salesforce Development, Data Import/Export, Customer Relationship Management, Data Maintenance, Customer Relationship Management (CRM) Software, Data Management, Dashboard, System Configuration, Workflow Management, Data Validation, Research Reports, Cloud Computing, Business Process Automation, Data Integrity, User Accounts, Data Modeling, Administration, Role-Based Access Control (RBAC), Data Security

    4.7 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Model Training, Probability & Statistics, Model Evaluation, Statistical Software, Machine Learning Methods, Machine Learning Software

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Leeds

    Aeroecology: Exploring Biodiversity with Radar

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environment, Environment and Resource Management, Taxonomy, Natural Resource Management, Geospatial Information and Technology, Environmental Science, Spatial Data Analysis, electromagnetics, Estimation, Research, Scientific Visualization, General Science and Research, Science and Research, Data Literacy, Exploratory Data Analysis, Data Collection, Biology, Data Visualization

    4.9 stars, 9 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (9) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Apache Kafka - An Introduction

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Data Processing

    3.7 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Resource and Enterprise Management in Primavera P6

    Skills you'll gain: Earned Value Management, Resource Planning, Scheduling, Resource Management, Resource Allocation, Coordinating, Resource Utilization, Project Performance, Project Schedules, Enterprise Application Management, Project Management, Project Coordination, Project Management Software, Project Portfolio Management, Work Breakdown Structure, Budget Management, Expense Management, Data Import/Export

    4.8 stars, 39 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (39) · Advanced · Course · 1 - 3 Months

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

  • Excel Regression Models for Business Forecasting: Macquarie University
  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Edge AI and Nanotechnology: Semiconductor Innovations: Coursera
  • Building with Code: Programming Fundamentals and Open Source: Illinois Tech
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Improving Math Engagement with Prodigy: Coursera
  • The Merkle Tree and Cryptocurrencies: University of California, Irvine
  • Salesforce Fundamentals and Setup: LearnKartS
  • SAS Certification Practice Exams: SAS
  • Aeroecology: Exploring Biodiversity with Radar: University of Leeds

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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