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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


  • U

    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Analysis, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Innovation, Quantitative Research, Strategic Communication, Analytics, Diversity and Inclusion, Qualitative Research, Resource Allocation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SAS

    Managing Machine Learning Models

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Architecting with Google Kubernetes Engine en Français

    Skills you'll gain: Kubernetes, Cloud Infrastructure, Google Cloud Platform, Cloud-Native Computing, Prompt Engineering, Infrastructure As A Service (IaaS), Cloud Applications, Identity and Access Management, CI/CD, Continuous Delivery, Cloud Computing, Scalability, Application Performance Management, Containerization, Continuous Integration, Cloud Storage, Cloud Computing Architecture, Application Deployment, Docker (Software), Data Persistence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Feature Engineering, Statistical Analysis, Jupyter, Regression Analysis, Data Preprocessing, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    45 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Cloud Fundamentals

    Skills you'll gain: Cloud Deployment, Virtualization, Cloud Computing Architecture, Cloud Computing, Public Cloud, Network Protocols, TCP/IP, Amazon Web Services, File Transfer Protocol (FTP), General Networking, Virtual Machines, Infrastructure As A Service (IaaS), Software As A Service, Platform As A Service (PaaS), Servers, Private Cloud, Hybrid Cloud Computing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Essential Cloud Infrastructure: Core Services 日本語版

    Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Cloud Computing, Data Storage, Cloud Management, Cloud Storage, Security Controls, Key Management, System Monitoring, Database Management, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    166 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    The Sun and the Total Eclipse of August 2017

    Skills you'll gain: Physics, General Science and Research, Scientific Methods, Environment, Scientific Visualization, Safety Assurance, Simulations, Personal protective equipment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 3 Months

  • S

    SkillUp

    Introduction to GenAI for Business Process Automation

    Skills you'll gain: Prompt Engineering, Business Workflow Analysis, Generative AI Agents, AI Workflows, Business Process Automation, Generative AI, AI Enablement, Tool Calling, Process Optimization, No-Code Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: Mobile Security

    Skills you'll gain: Mobile Security, Digital Forensics, Investigation, Threat Detection, Mobile Development, Criminal Investigation and Forensics, Application Security, Cybersecurity, Data Security, Cyber Security Strategy, Incident Response, Computer Security Incident Management, Computer Security, Data Analysis Software, Authentications, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Advanced · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Economic Decision Making Part 1

    Skills you'll gain: Cash Flows, Cost Benefit Analysis, Financial Analysis, Risk Management, Business Risk Management, Risk Analysis, Return On Investment, Financial Modeling, Decision Making, Strategic Decision-Making, Capital Budgeting, Investments, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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

  • Gender Analytics Capstone Project: University of Toronto
  • Managing Machine Learning Models: SAS
  • Architecting with Google Kubernetes Engine en Français: Google Cloud
  • Machine Learning for Accounting with Python: University of Illinois Urbana-Champaign
  • Cloud Fundamentals: LearnKartS
  • Essential Cloud Infrastructure: Core Services 日本語版: Google Cloud
  • The Sun and the Total Eclipse of August 2017: University of Colorado Boulder
  • Introduction to GenAI for Business Process Automation: SkillUp
  • Cyber Security: Mobile Security: Macquarie University
  • Introduction to Linear Regression Training : Simplilearn

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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