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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


  • J

    John Wiley & Sons

    Foundations of Measuring the Intangible

    Skills you'll gain: Estimation, Business Metrics, Decision Making, Cost Estimation, Risk Management, Data-Driven Decision-Making, Project Estimation, Systems Of Measurement, Decision Intelligence, Bayesian Statistics, Quantitative Research, Risk Analysis, Small Data, Analysis, Sample Size Determination, Problem Solving, Sampling (Statistics), Business Analysis, Statistical Inference, Business Strategy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Data Analysis, Computational Logic, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistical Methods, Analysis, Advanced Mathematics, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Mathematics and Mathematical Modeling, Numerical Analysis, Descriptive Analytics

    4.5 stars, 203 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (203) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Shopify Success: Managing Customers and Enhancing Experience

    Skills you'll gain: Retail Store Operations, Customer Analysis, Inventory and Warehousing, Customer Retention, Inventory Control, Order Management, Inventory Management, Order Fulfillment, Customer experience improvement, Customer Insights, AI Personalization, Order Delivery, User Research, Order Processing, Retail Management, Loyalty Programs, E-Commerce, Marketing Strategies, Digital Marketing, Business

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)

    2.8 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.8 (6) · Intermediate · Specialization · 3 - 6 Months

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

    Coursera

    Cybersecurity in modern organizations

    Skills you'll gain: Cybersecurity, Network Protocols, Cyber Attacks, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Policies, Agile Product Development, Data Security, Security Awareness, Computer Security Awareness Training, Computer Security, Agile Methodology, Cyber Security Assessment, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management

    4.6 stars, 1.2K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (1.2K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Machine Learning Essentials

    Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization

    5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures

    4.8 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    4.4 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Chegg Skills

    Practical AI for Customer Service

    Skills you'll gain: Responsible AI, Operational Efficiency, Natural Language Processing, Data Ethics, Workflow Management, Customer Service, AI Enablement, Operations, Customer experience improvement, Customer experience strategy (CX), Customer Communications Management, AI literacy, Artificial Intelligence, Customer Support, Service Improvement, AI Personalization, Guest Relations, Prompt Engineering, Communication, Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Process Improvement

    Skills you'll gain: Process Mapping, Lean Six Sigma, Lean Manufacturing, Lean Methodologies, Process Improvement and Optimization, Process Optimization, Six Sigma Methodology, Quality Management, Process Improvement, Quality Improvement, Process Analysis, Business Process Improvement, Strategic Leadership, Pareto Chart, Run Chart, Operational Excellence, Change Management, Scatter Plots, Root Cause Analysis, Analysis

    4.6 stars, 72 reviews, Beginner, Specialization, 3 - 6 Months

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

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

    University of Colorado Boulder

    Advanced Topics and Future Trends in Database Technologies

    Skills you'll gain: NoSQL, Data Warehousing, Database Management Systems, Database Systems, Database Architecture and Administration, Database Administration, Database Management, Databases, Database Software, Data Store, Relational Databases, Big Data, Data Architecture, Transaction Processing, Scalability

    4.6 stars, 88 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (88) · Beginner · Course · 1 - 4 Weeks

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

    Packt

    Apache Airflow Best Practices

    Skills you'll gain: Apache Airflow, AI Workflows, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, Key Management

    Intermediate · Course · 3 - 6 Months

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

  • Foundations of Measuring the Intangible: John Wiley & Sons
  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Shopify Success: Managing Customers and Enhancing Experience: John Wiley & Sons
  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Cybersecurity in modern organizations: Coursera
  • Machine Learning Essentials: University of Pennsylvania
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford Online
  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • Practical AI for Customer Service: Chegg Skills
  • Lean Six Sigma Process Improvement: 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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