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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: Free Trial
    Free Trial
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    Splunk Inc.

    Splunk Search Expert 103

    Skills you'll gain: Splunk, Correlation Analysis, Performance Tuning, Model Optimization, Data Manipulation, Analysis, Data Analysis, Data Modeling, Big Data, Transaction Processing, Data Transformation, Data Integration, Data Processing, Data Science, Business Analytics, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization

    3.4
    Rating, 3.4 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    P

    Packt

    ASP.NET Core Secure Coding

    Skills you'll gain: Open Web Application Security Project (OWASP), ASP.NET, Authorization (Computing), Secure Coding, DevSecOps, AI Security, Authentications, Application Security, Responsible AI, Hardening, Data Security, AI Integrations, Software Development Life Cycle, .NET Framework, Security Controls, Security Engineering, Multi-Factor Authentication, Encryption, Software Engineering, Building Codes

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Networking, Virtualization, and Service Management in Linux

    Skills you'll gain: Linux Administration, Operating System Administration, Linux, Linux Servers, Virtualization, Systems Administration, Containerization, Virtualization and Virtual Machines, Linux Commands, Application Deployment, Virtual Machines, Server Administration, Data Maintenance, Virtual Networking, File Management, Disaster Recovery, Data Loss Prevention, OS Process Management, Service Management, User Accounts

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Procesamiento de Lenguaje Natural

    Skills you'll gain: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Algorithms, Data Cleansing, Artificial Neural Networks, Machine Learning Methods, Data Manipulation, Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, AI Orchestration, Systems Architecture, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    57 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Performance Analytics & Optimization

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Management, Digital Analysis, Marketing Channel, Performance Measurement, Sales Pipelines, Social Media Campaigns, Performance Analysis, Marketing Budgets, Key Performance Indicators (KPIs), Performance Metric, Dashboard Creation, Dashboard, Data Storytelling, Power BI, Business Metrics, Cross-Channel Marketing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillsBooster Academy

    Cross-Media Content Creation with Multimodal AI

    Skills you'll gain: Prompt Engineering, AI powered creativity, Responsible AI, Generative AI, Multimodal Prompts, Media Production, AI Workflows, ChatGPT, Content Creation, Photo/Video Production and Technology, Legal Risk, Digital Content, Video Production, Scalability, Mockups, Artificial Intelligence, Style Guides, Social Media Content, Workflow Management, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Sage Publications

    Managing People and Work Across Borders

    Skills you'll gain: Human Resource Management, Human Capital, Labor Relations, Labor Compliance, Human Resources, International Relations, Business Management, Human Resource Strategy, Human Resources Management and Planning, Staff Management, Employee Relations, Labor Law, Management Training And Development, Lean Methodologies, Intercultural Competence, Management Consulting, Immigration Law, Analysis, Resource Management, Business Communication

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    AWS S3 Basics

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Cloud Storage, Version Control, Encryption, Data Storage, Cloud Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Driving business towards the Sustainable Development Goals

    Skills you'll gain: Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainable Systems, Social Impact, Business Transformation, Environmental Issue, Systems Thinking, Economic Development, Strategic Partnership, Environment and Resource Management, Innovation, Collaboration, Climate Change Mitigation, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 3 Months

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

  • Splunk Search Expert 103: Splunk Inc.
  • Applied Machine Learning: Johns Hopkins University
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • ASP.NET Core Secure Coding: Packt
  • Networking, Virtualization, and Service Management in Linux: Packt
  • Regression and Classification: University of Colorado Boulder
  • Procesamiento de Lenguaje Natural: Universidad Austral
  • Performance Analytics & Optimization: Microsoft
  • Cross-Media Content Creation with Multimodal AI: SkillsBooster Academy
  • Managing People and Work Across Borders: Sage Publications

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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