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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Dynamic Dashboards: Report and Visualize Data

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Data Presentation, Pivot Tables And Charts, Ad Hoc Reporting, Data Storytelling, Business Intelligence, Data Modeling, Concision, Design Reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Codio

    Visualizing Data & Communicating Results in R with RStudio

    Skills you'll gain: Rmarkdown, Plot (Graphics), Statistical Visualization, Data Presentation, Box Plots, Scatter Plots, Data Visualization, Interactive Data Visualization, Dashboard Creation, Histogram, Descriptive Statistics, Data Visualization Software, R (Software), R Programming, Integrated Development Environments, Data Science

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Machine Learning, Data Science and Generative AI with Python

    Skills you'll gain: Apache Spark, Retrieval-Augmented Generation, OpenAI API, Generative AI, LLM Application, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Fine-tuning, Transfer Learning, Deep Learning, Machine Learning Methods, Applied Machine Learning, Seaborn, Statistical Modeling, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Matrix Calculus for Data Science & Machine Learning

    Skills you'll gain: Model Optimization, Calculus, Machine Learning Methods, NumPy, Machine Learning Algorithms, Applied Machine Learning, Tensorflow, Python Programming, Derivatives, Development Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Apply Business & Data Analytics for Smarter Decisions

    Skills you'll gain: Analytical Skills, Data Literacy, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Analyze Data in a Model Car Database with MySQL Workbench

    Skills you'll gain: MySQL Workbench, Data-Driven Decision-Making, Exploratory Data Analysis, MySQL, Data Analysis, Query Languages, SQL, Analytical Skills, Database Software, Technical Communication, Relational Databases

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Google Cloud

    Cloud Spanner - Loading Data and Performing Backups

    Skills you'll gain: Data Maintenance, Google Cloud Platform, Data Store, Database Administration, Database Architecture and Administration, Data Management, Databases, Dataflow, Data Access, Data Import/Export, Query Languages

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    Coursera

    Present Compelling Data Stories with Excel

    Skills you'll gain: Data Storytelling, Data Presentation, Peer Review, Interactive Data Visualization, Data Visualization, Storytelling, Microsoft Excel, Dashboard Creation, Data-Driven Decision-Making, Presentations, Pivot Tables And Charts, Data Visualization Software, Business Intelligence, Constructive Feedback, Financial Reporting, User Feedback, Business, Stakeholder Communications, Case Studies, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Financial Data Analysis with Excel, Python and Power BI

    Skills you'll gain: Data Cleansing, Power BI, Statistical Reporting, Financial Data, Dashboard Creation, Dashboard, Statistical Analysis, Business Metrics, R (Software), Data Quality, R Programming, Data Wrangling, Data Preprocessing, Budgeting, Data Manipulation, Data Import/Export, Data Analysis Software, Data Analysis, Data Transformation, Pandas (Python Package)

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Howard University

    Linear Algebra for Data Science Using Python

    Skills you'll gain: Data Wrangling, Linear Algebra, Regression Analysis, Data Manipulation, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Plot (Graphics), Mathematical Modeling, Scientific Visualization, Data Preprocessing, NumPy, Predictive Analytics, Statistical Modeling, Mathematical Software, Statistical Methods, Algebra, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Javascript for Beginners: Primitive Data Types

    Skills you'll gain: Javascript, Programming Principles, Computational Logic, Computer Programming, Web Development, Application Development

    Beginner · Guided Project · Less Than 2 Hours

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

  • Dynamic Dashboards: Report and Visualize Data: Coursera
  • Visualizing Data & Communicating Results in R with RStudio: Codio
  • Machine Learning, Data Science and Generative AI with Python: Packt
  • Matrix Calculus for Data Science & Machine Learning: Packt
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Apply Business & Data Analytics for Smarter Decisions: EDUCBA
  • Analyze Data in a Model Car Database with MySQL Workbench: Coursera
  • Cloud Spanner - Loading Data and Performing Backups: Google Cloud
  • Present Compelling Data Stories with Excel: Coursera
  • Financial Data Analysis with Excel, Python and Power BI : Coursera

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