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Data Lakes Courses

Data Lakes courses can help you learn data ingestion, storage management, data processing, and analytics techniques. You can build skills in data governance, schema design, and optimizing query performance. Many courses introduce tools like Apache Hadoop, Amazon S3, and Apache Spark, demonstrating how these technologies support efficient data handling and analysis. You'll also explore key topics such as data architecture, ETL processes, and data security, equipping you with practical knowledge to manage large datasets effectively.

Popular Data Lakes Courses and Certifications


  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Python Programming, Machine Learning

    4.3 stars, 128 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (128) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Data Modeling and Applications

    Skills you'll gain: Database Management Systems, Database Management, Database Administration, Database Software, Database Development, Database Design, Database Architecture and Administration, Database Application, Relational Databases, SQL, Data Modeling, Network Model, Query Languages, Data Maintenance, Data Integrity, Data Manipulation, Data Security, Diagram Design

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Maryland, College Park

    Transforming Your Company's Data Analytics

    Skills you'll gain: Data Storytelling, Digital Transformation, Data-Driven Decision-Making, Business Transformation, Data Presentation, Data Literacy, Agile Project Management, Business Analytics, Strategic Decision-Making, Decision Intelligence, Analytics, Customer experience improvement, Scaled Agile Framework, Agile Methodology, Storytelling, Data Strategy, Presentations, Microsoft Power Platform, Proposal Writing, Stakeholder Communications

    4.9 stars, 26 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (26) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Generative AI for Data Science with Copilot

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Data Ethics, Data Security, Information Privacy, Anomaly Detection, Data Analysis

    4.7 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Python for Data Analysis and Automation

    Skills you'll gain: Debugging, Automation, Python Programming, Data Structures, Programming Principles, IT Automation, Scripting, Data Manipulation, File Management, Data Validation, Package and Software Management, Software Installation

    4.1 stars, 9 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.1 (9) · Beginner · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Data Science con Python e R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), Object Oriented Design, R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Python Programming, Deep Learning, Computer Programming, Machine Learning Methods, Scripting Languages, Statistical Machine Learning, Scripting

    4.2 stars, 55 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.2 (55) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization in Microsoft PowerPoint

    Skills you'll gain: Microsoft PowerPoint, Presentations, Data Visualization, Data Visualization Software, Interactive Data Visualization, Driving engagement, Drive Engagement, Multimedia, Productivity Software, Business Process

    4.4 stars, 46 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (46) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Colorado Boulder

    Statistical Estimation for Data Science and AI

    Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Probability Distribution, Probability

    4.1 stars, 96 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (96) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Duke University

    Data Modeling and Prediction with R

    Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis

    4.7 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    AI Systems, Automation, CI/CD and Data Engineering Workflows

    Skills you'll gain: AI Orchestration, Verification And Validation, Code Review, Data Validation, Software Documentation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Expressway to Data Science: R Programming and Tidyverse

    Skills you'll gain: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, R (Software), Plot (Graphics), Data Visualization, Data Import/Export, Statistical Visualization, Data Wrangling, Statistical Reporting, Data Visualization Software, Data Presentation, Data Analysis, Data Science, Data Manipulation, Statistical Analysis, Relational Databases, Data Cleansing, Communication

    4.1 stars, 56 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.1 (56) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Performing Data Aggregation using SQL Aggregate Functions

    Skills you'll gain: SQL, Data Manipulation, Query Languages, Data Access, PostgreSQL, Data Management

    4.7 stars, 80 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (80) · Intermediate · Guided Project · Less Than 2 Hours

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

  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Data Modeling and Applications: Illinois Tech
  • Transforming Your Company's Data Analytics: University of Maryland, College Park
  • Generative AI for Data Science with Copilot: Microsoft
  • Python for Data Analysis and Automation: Packt
  • Data Science con Python e R: Università di Napoli Federico II
  • Data Visualization in Microsoft PowerPoint: Coursera
  • Statistical Estimation for Data Science and AI: University of Colorado Boulder
  • Data Modeling and Prediction with R: Duke University
  • AI Systems, Automation, CI/CD and Data Engineering Workflows: IBM

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