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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


  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Introducción a la programación orientada a objetos en Java

    Skills you'll gain: Java, Object Oriented Design, Java Programming, Code Reusability, Object Oriented Programming (OOP), Data Structures, Computer Programming, User Interface (UI), Programming Principles, User Interface (UI) Design, Algorithms, Computational Thinking, Program Development, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    300 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Google Stakeholder Management

    Skills you'll gain: Communication Planning, Stakeholder Analysis, Project Documentation, Stakeholder Management, Team Leadership, Team Management, Team Performance Management, Stakeholder Engagement, Document Management, Team Collaboration, Collaboration, People Management, Stakeholder Communications, Team Building, Project Management, Communication Strategies, Accountability, Project Coordination, Delegation Skills, Project Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Initiation à la programmation (en C++)

    Skills you'll gain: Programming Principles, C++ (Programming Language), Data Structures, Computer Programming, Memory Management, Code Reusability, Program Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    460 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, AI Integrations, Token Optimization, Responsible AI, Fine-tuning, Embeddings, Application Programming Interface (API), Data Pipelines, Restful API, Agentic systems, Open Source Technology, MLOps (Machine Learning Operations), Python Programming

    1.7
    Rating, 1.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Hacking and Patching

    Skills you'll gain: Penetration Testing, Exploit development, Metasploit, Application Security, Security Testing, Vulnerability Scanning, Cyber Security Assessment, Brute-force attacks, Secure Coding, Exploitation techniques, Software Design Patterns, Vulnerability Assessments, Memory Management, Amazon Web Services, SQL, Amazon Elastic Compute Cloud, Operating Systems, Data Validation

    4
    Rating, 4 out of 5 stars
    ·
    279 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Building a Large-Scale, Automated Forecasting System

    Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Advanced Analytics, Statistical Software, Predictive Analytics, Model Training, Statistical Modeling, Feature Engineering, Automation, Anomaly Detection, Data Processing, Stored Procedure, Data Transformation, Model Evaluation, Data Manipulation, Data Maintenance

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    ML Production Systems

    Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Continuous Integration, Software Testing, Model Training, CI/CD, Scalability, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    AI-powered Customer Intelligence with Microsoft Copilot

    Skills you'll gain: Microsoft Copilot, Prompt Engineering, Customer Insights, Sales Strategy, Customer Analysis, Competitive Analysis, Sales Enablement, Microsoft 365, Persona Development, Data Cleansing, Sales Management, Sales, Anomaly Detection, Customer Relationship Management (CRM) Software, Marketing Operations, Personalized Campaigns, Marketing Analytics, Data-Driven Marketing, Marketing Design, Data Validation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    97 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Introduction to Computer Information Systems

    Skills you'll gain: Systems Development, Systems Development Life Cycle, Agile Methodology, Software Development Life Cycle, Productivity Software, Risk Management Framework, digital literacy, Systems Design, Network Security, Computer Hardware, Agile Project Management, Hardware Architecture, Computer Systems, Software Design, Data Security, Risk Management, System Design and Implementation, TCP/IP, Information Technology, Productivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    362 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Chi-Square Tests of Hypotheses About Frequency Tables

    Skills you'll gain: Statistical Hypothesis Testing, Quantitative Research, Statistical Software, Correlation Analysis, Statistical Analysis, Data Analysis, Probability & Statistics, Analysis, Statistical Methods, Statistical Inference, Analytical Skills, Statistics, Psychology, Regression Analysis, Research

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Teaching Impacts of Technology in K-12 Education

    Skills you'll gain: Data Ethics, Interactive Learning, Big Data, Cybersecurity, Student Engagement, Pedagogy, General Networking, Blockchain, Digital pedagogy, Algorithms, Data Security, Teaching, digital literacy, Cryptography, Spatial Data Analysis, Technical Communication, Diversity Awareness, Education Software and Technology, Distributed Computing, Diversity Equity and Inclusion Initiatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    63 reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Troubleshooting Common SQL Errors with BigQuery

    Skills you'll gain: SQL, Data Validation, Data Access, Query Languages, Data Analysis, Google Analytics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Project · Less Than 2 Hours

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

  • Introducción a la programación orientada a objetos en Java: Universidad de los Andes
  • Google Stakeholder Management: Google
  • Initiation à la programmation (en C++): École Polytechnique Fédérale de Lausanne
  • Introduction to LLMs and Hugging Face: Edureka
  • Hacking and Patching: University of Colorado System
  • Building a Large-Scale, Automated Forecasting System: SAS
  • ML Production Systems: Coursera
  • AI-powered Customer Intelligence with Microsoft Copilot: Microsoft
  • Introduction to Computer Information Systems: University of California, Irvine
  • Chi-Square Tests of Hypotheses About Frequency Tables: American Psychological Association

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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