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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


  • E

    EDUCBA

    Mastering Categorical Data Analysis with SAS

    Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Data Analysis Software, Predictive Modeling, Advanced Analytics, Data Validation, Feature Engineering, Statistical Software, Data Analysis, Model Evaluation, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Statistical Methods, Small Data, Statistical Programming, Statistical Hypothesis Testing, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Exploring Dataset Metadata Between Projects with Data Catalog

    Skills you'll gain: Information Management, Data Management, Cloud Computing, Data Access, Metadata Management, Data Dictionary, Google Cloud Platform, Taxonomy, Enterprise Application Management, Personally Identifiable Information

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Introduction to Data Engineering on AWS

    Skills you'll gain: Cloud Engineering, Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Modern Data Handling and UI Foundations in iOS 18

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, User Interface (UI), User Interface (UI) Design, UI Components, User Interface and User Experience (UI/UX) Design, Apple software proficiency, Data Management, Data Persistence, Data Modeling, Data Migration, Mobile Development Tools, Software Design Patterns, Animations

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis

    ★ 4 (101) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Application Deployment, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

    ★ 4.4 (8) · Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    AWS: Data Protection and Security Governance

    Skills you'll gain: Patch Management, Data Security, Cloud Security, Amazon Web Services, Data Governance, Cyber Governance, Cloud Management, Key Management, Encryption, IT Automation, Public Key Infrastructure, Configuration Management

    ★ 4.8 (8) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Empathy and Data in Risk Management

    Skills you'll gain: Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Risk Analysis, Risk Mitigation, Risk Control, Cyber Risk, Mitigation, Persuasive Communication, Tableau Software, Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Cybersecurity, Influencing, Empathy, Diversity Equity and Inclusion Initiatives, Communication, Heat Maps

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Transform Data: SQL & Pandas Mastery

    Skills you'll gain: SQL, Data Transformation, Data Wrangling, Data Manipulation, Pandas (Python Package), Query Languages, Consolidation, Time Series Analysis and Forecasting, Analytics, Pivot Tables And Charts, Apache Spark, Cross Platform Development

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    ETL and Data Pipelines with Shell, Airflow and Kafka

    Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface

    ★ 4.5 (459) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Healthcare Data with Confidence

    Skills you'll gain: Statistical Inference, Statistical Analysis, Data Literacy, Probability & Statistics, Estimation, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    ★ 4.5 (11) · Beginner · Course · 1 - 3 Months

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

  • Mastering Categorical Data Analysis with SAS: EDUCBA
  • Exploring Dataset Metadata Between Projects with Data Catalog: Google Cloud
  • Introduction to Data Engineering on AWS: Packt
  • Modern Data Handling and UI Foundations in iOS 18: Packt
  • Programming for Python Data Science: Principles to Practice: Duke University
  • Landing.AI for Beginners: Build Data Visualization AI Models: Coursera
  • AWS: Data Protection and Security Governance: Whizlabs
  • Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
  • Transform Data: SQL & Pandas Mastery: Coursera
  • ETL and Data Pipelines with Shell, Airflow and Kafka: IBM

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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