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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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    Coursera

    Edge AI and Nanotechnology: Semiconductor Innovations

    Skills you'll gain: Responsible AI, AI Integrations, Data Governance, Model Deployment, AI Product Strategy, Semiconductors, Data Science, Model Training, Statistical Process Controls, Predictive Modeling, Applied Machine Learning, Model Evaluation, Data Quality, Anomaly Detection, Machine Learning, Machine Learning Methods, Random Forest Algorithm, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Model Deployment, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Advancing Women in Tech

    Real-World Cloud PM 2 of 3: Managing, Innovating, Pricing

    Skills you'll gain: Amazon Web Services, Cloud Management, Cloud Computing, Amazon S3, Amazon Elastic Compute Cloud, Public Cloud, Cloud Platforms, AWS Identity and Access Management (IAM), AWS CloudFormation, AWS Kinesis, Amazon Redshift, Amazon CloudWatch, Serverless Computing, Amazon DynamoDB, Product Management, Amazon Bedrock, NoSQL, Cost Management, Innovation, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Justice and Equity in Technology Policy

    Skills you'll gain: Social Justice, Responsible AI, Disabilities, Innovation, Economics, Policy, and Social Studies, Diversity Awareness, Social Impact, Socioeconomics, Human Centered Design, Sustainable Systems, Policy Analysis, Diversity Equity and Inclusion Initiatives, Community Development, Public Policies, Technology Solutions, Data Ethics, Social Sciences, Policy Development, Governance, Law, Regulation, and Compliance

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    Michigan State University

    Capstone: Create your own professional journalistic portfolio

    Skills you'll gain: Interviewing Skills, Journalism, Report Writing, Research Reports, Investigation, Research, Peer Review, Content Creation, Storytelling, Ethical Standards And Conduct, Data Collection, Writing and Editing, Writing

    4.7
    Rating, 4.7 out of 5 stars
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    97 reviews

    Mixed · Course · 1 - 3 Months

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    28DIGITAL

    Problem-Dependent Resampling Techniques

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, Model Evaluation, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Feature Engineering, Dependency Analysis, Drug Interaction, Analysis, Sample Size Determination, Analytics, Applied Machine Learning, Correlation Analysis, Data Synthesis, Machine Learning, Analytical Skills, Data Processing, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Choose Cost-Effective ML Algorithms Fast

    Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Evaluating the Quality of Healthcare Delivery

    Skills you'll gain: Value-Based Care, Quality Assurance, Health Systems, Data Quality, Health Care, Continuous Quality Improvement (CQI), Health Policy, Scientific Methods, Health Disparities, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    C++ Basics and Core Concepts

    Skills you'll gain: Data Structures, Development Environment, Program Development, C++ (Programming Language), Debugging, Programming Principles, Computer Programming Tools, Integrated Development Environments, Computer Programming, Data Management, Computational Logic

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    AI/ML & Advanced AWS Services

    Skills you'll gain: AWS SageMaker, Amazon Bedrock, Generative AI, Generative AI Agents, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Training, Agentic Workflows, Artificial Intelligence, Natural Language Processing, Model Deployment, Image Analysis, Computer Vision, Data Wrangling

    Beginner · Course · 1 - 4 Weeks

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    Meta

    iOS App Capstone

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, User Interface and User Experience (UI/UX) Design, User Interface (UI), Git (Version Control System), User Interface (UI) Design, Version Control, Mobile Development, User Experience, Wireframing, UI Components, Application Development, Application Design, Apple software proficiency, Knowledge of Apple Software, Data Management, Software Architecture

    4.3
    Rating, 4.3 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Tel Aviv University

    Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Tax, Economic Development, Social Justice, Socioeconomics, Public Policies, Tax Planning, Policy Analysis, Income Tax

    4.6
    Rating, 4.6 out of 5 stars
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    136 reviews

    Mixed · Course · 1 - 3 Months

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

  • Edge AI and Nanotechnology: Semiconductor Innovations: Coursera
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Real-World Cloud PM 2 of 3: Managing, Innovating, Pricing: Advancing Women in Tech
  • Justice and Equity in Technology Policy: University of Michigan
  • Capstone: Create your own professional journalistic portfolio: Michigan State University
  • Problem-Dependent Resampling Techniques: 28DIGITAL
  • Choose Cost-Effective ML Algorithms Fast: Coursera
  • Evaluating the Quality of Healthcare Delivery: Northeastern University
  • C++ Basics and Core Concepts: Packt
  • AI/ML & Advanced AWS Services: Whizlabs

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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