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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


  • B

    Birla Institute of Technology & Science, Pilani

    Data Visualisation

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Exploratory Data Analysis, Dashboard Creation, Plotly, Statistical Visualization, Statistical Analysis, Tree Maps, Plot (Graphics), Tableau Software, Matplotlib, Data Analysis, Probability & Statistics, Seaborn, Data-Driven Decision-Making, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Data Understanding and Data Visualization with Python

    Skills you'll gain: Data Visualization, Matplotlib, Data Processing, Plot (Graphics), Data Storytelling, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Data Structures, Heat Maps, Data Wrangling, Data Manipulation, Pandas (Python Package), NumPy, Data Transformation, Numerical Analysis, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Mapping

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Cleaning in Excel: Techniques to Clean Messy Data

    Skills you'll gain: Data Analysis, Statistical Reporting, Data Cleansing, Data Wrangling, Microsoft Excel, Data Analysis Software, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas

    4.4 stars, 62 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (62) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Feature Engineering, Responsible AI, Data Quality, Data Governance, Test Data, Data Pipelines, Model Evaluation, Data Integrity, Release Management, Data Validation, AI Workflows, Metadata Management, Quality Assurance, Data Collection, Taxonomy, Verification And Validation, Record Keeping, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Data Scientists

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Exploratory Data Analysis, Generative Model Architectures, Generative Adversarial Networks (GANs), Data Ethics, ChatGPT, Feature Engineering, LLM Application, AI literacy, Predictive Modeling, Model Evaluation, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Data Synthesis, Data Analysis, Augmented and Virtual Reality (AR/VR), Machine Learning

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Project

    Skills you'll gain: Data Mining, Data Pipelines, Analytical Skills, Data Preprocessing, Ideation, Exploratory Data Analysis, Model Evaluation, Technical Writing, Technical Communication

    4.4 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (33) · Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Data Analytics with Skills.AI: Create Data Visualizations

    Skills you'll gain: Infographics, Data Presentation, Interactive Data Visualization, Data Visualization, Generative AI, AI Enablement, Analytics, Artificial Intelligence, Data Visualization Software, Data Analysis, Business Reporting, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google

    Analyze Data to Answer Questions

    Skills you'll gain: Data Validation, Spreadsheet Software, Data Analysis, Data Manipulation, Analytical Skills, Consolidation, Excel Formulas, Query Languages, Data Compilation, Pivot Tables And Charts, Data Quality, SQL, Data Integration, Data Transformation, Data Processing, Database Management

    4.6 stars, 12K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (12K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Visualization, Plot (Graphics), Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Software, Probability & Statistics, Data Literacy, Statistical Inference, R Programming, Descriptive Statistics, Box Plots, Data Visualization Software, Histogram, Probability

    4.5 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (10) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, MLOps (Machine Learning Operations), Javascript, Machine Learning

    4.7 stars, 1.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Data Analytics (PT)

    Skills you'll gain: Data Cleansing, Rmarkdown, Data Storytelling, Data Presentation, Data Validation, Spreadsheet Software, Data Visualization, Data Ethics, Tableau Software, Data Visualization Software, Data Analysis, Google Sheets, R (Software), Ggplot2, Analytical Skills, Stakeholder Communications, Presentations, Data Quality, Data Collection, Data Processing

    4.9 stars, 4.1K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.9 (4.1K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Visualization for Data Journalism

    Skills you'll gain: Data Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Infographics, Data Visualization Software, Data Wrangling, Data Storytelling, Plotly, Matplotlib, Journalism, Graphing, Graphic and Visual Design, Color Theory, Visual Storytelling, Data Manipulation, Data Transformation, Design Elements And Principles, Data Analysis, Statistical Analysis

    4.5 stars, 69 reviews, Beginner, Course, 1 - 3 Months

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

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

  • Data Visualisation: Birla Institute of Technology & Science, Pilani
  • Data Understanding and Data Visualization with Python: Packt
  • Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
  • Reproducible Training Data and ML-Ready Data Pipelines: IBM
  • Generative AI for Data Scientists: IBM
  • Data Mining Project: University of Colorado Boulder
  • Data Analytics with Skills.AI: Create Data Visualizations: Coursera
  • Analyze Data to Answer Questions: Google
  • Exploratory Data Analysis: University of Leeds
  • TensorFlow: Data and Deployment: DeepLearning.AI

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