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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


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    Packt

    Mastering PostgreSQL 17

    Skills you'll gain: PostgreSQL, SQL, Database Management, Transaction Processing, Data Maintenance, Stored Procedure, Performance Tuning, Databases, Database Architecture and Administration, Query Languages, Data Migration, Data Management, Relational Databases, JSON, Database Management Systems, Database Design, Data Persistence, Data Integrity, Disaster Recovery, Operating System Administration

    Intermediate · Specialization · 3 - 6 Months

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    Simplilearn

    Monitoring and Logging in DevOps Training for Beginners

    Skills you'll gain: Prometheus (Software), Grafana, System Monitoring, Dashboard Creation, Site Reliability Engineering, Kibana, Devops Tools, Performance Metric, DevOps, Continuous Monitoring, Performance Measurement, Systems Administration, Interactive Data Visualization, Data Visualization, Query Languages, Real Time Data, Scalability, Docker (Software)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Guard Your Mind: Ethical AI Habits

    Skills you'll gain: Responsible AI, Data Sharing, AI literacy, Data Ethics, Informed Consent, AI Security, Personally Identifiable Information, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Information Privacy, Critical Thinking, Habit Formation, User Flows, Accountability, Compliance Auditing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Troubleshoot Common Issues

    Skills you'll gain: Problem Solving, Problem Management, Network Troubleshooting, Authorization (Computing), Identity and Access Management, Role-Based Access Control (RBAC), End User Training and Support, Data Access, Content Management Systems, Data Management, Information Technology

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Control Page Access

    Skills you'll gain: Role-Based Access Control (RBAC), Authorization (Computing), Identity and Access Management, Scalability, Data Access, Security Controls, User Provisioning, Security Management, Collaborative Software, Content Management, Data Security, Data Management, Data Governance, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    أساسيات تحليل البيانات باستخدام بايثون وباندا

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Exploratory Data Analysis, Data Manipulation, Data Processing, Jupyter, Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Model Deployment, Apache Spark, Data Pipelines, Cloud Deployment, Model Training, IBM Cloud, Applied Machine Learning, Machine Learning Methods, Model Optimization, Machine Learning Algorithms, Docker (Software), Machine Learning, Containerization, Data Science, Python Programming, Scalability, Design Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    62 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Blueprint to Bytecode: Architecting Scalable AI Systems

    Skills you'll gain: Model Deployment, Data Cleansing, Data Transformation, Data Preprocessing, Data Storytelling, Feature Engineering, AWS SageMaker, AI Integrations, Systems Architecture, Solution Architecture, Model Optimization, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)

    Intermediate · Specialization · 1 - 3 Months

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    Pragmatic AI Labs

    Rust Serverless

    Skills you'll gain: Serverless Computing, Amazon Web Services, Amazon S3, Rust (Programming Language), Other Programming Languages, Cloud-Native Computing, Cloud Deployment, Performance Tuning, Data Engineering, Computing Platforms, Event-Driven Programming, Performance Testing, Ruby (Programming Language), Cloud Computing, Development Environment, Application Deployment, Build Tools, Memory Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Integrated Measurement KPIs and Metrics for ITSM

    Skills you'll gain: Operational Efficiency, Leadership Studies, IT Service Management, Key Performance Indicators (KPIs), Stakeholder Management, Performance Measurement, Performance Metric, Stakeholder Communications, Service Level, Drive Engagement, Team Building, Service Management, Team Performance Management, Business Metrics, Business Leadership, Team Management, Business Communication, Performance Improvement, Data Analysis, Continuous Improvement Process

    Intermediate · Course · 3 - 6 Months

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    Technical University of Denmark (DTU)

    Whole genome sequencing of bacterial genomes - tools and applications

    Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Medical Science and Research, Epidemiology, Biotechnology, Diagnostic Tests, Data Analysis Software, Database Development, Taxonomy, Data Pipelines, Data Processing

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

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

  • Mastering PostgreSQL 17: Packt
  • Monitoring and Logging in DevOps Training for Beginners: Simplilearn
  • Guard Your Mind: Ethical AI Habits: Coursera
  • Troubleshoot Common Issues: Coursera
  • Control Page Access : Coursera
  • أساسيات تحليل البيانات باستخدام بايثون وباندا: Coursera
  • AI Workflow: Enterprise Model Deployment: IBM
  • Scikit-Learn to Solve Regression Machine Learning Problems: Coursera
  • Blueprint to Bytecode: Architecting Scalable AI Systems: Coursera
  • Rust Serverless: Pragmatic AI Labs

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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