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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


  • 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
  • D

    DeepLearning.AI

    Source Systems, Data Ingestion, and Pipelines

    Skills you'll gain: Apache Airflow, Data Pipelines, Data Integration, Infrastructure as Code (IaC), Data Infrastructure, Terraform, Extract, Transform, Load, Amazon CloudWatch, Data Import/Export, IT Automation, Data Quality, Amazon Web Services, CI/CD, Data Processing, Data Access, Data Transformation, Network Troubleshooting

    4.7 stars, 141 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (141) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Codio

    Data Analysis in R with RStudio & Tidyverse

    Skills you'll gain: Descriptive Statistics, R (Software), Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Statistical Software, Statistical Programming, Data Manipulation

    4.3 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (19) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Basics of Data Visualization Analysis

    Skills you'll gain: Data Visualization, Statistical Visualization, Plot (Graphics), Data Presentation, Descriptive Statistics, Graphing, Scatter Plots, Histogram, Box Plots, Data Literacy, Data Analysis, Exploratory Data Analysis, Analysis, Statistical Analysis, Graphic and Visual Design, Probability Distribution

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Joining Data in R using dplyr

    Skills you'll gain: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Wrangling, Data Preprocessing, Tidyverse (R Package), Data Processing, R (Software), Data Management

    4.2 stars, 6 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.2 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Model Evaluation, Jupyter, Predictive Analytics, Model Training, Lending and Underwriting, Python Programming, Data Science, Machine Learning Methods, Model Optimization, Data Preprocessing, Machine Learning, Data Analysis

    4.7 stars, 114 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • P

    Politecnico di Milano

    Data science perspectives on pandemic management

    Skills you'll gain: Health Policy, Economics, Policy, and Social Studies, Epidemiology, Crisis Management, Environmental Monitoring, Policy Analysis, Research, and Development, Emergency Response, Data Literacy, Spatial Data Analysis, Infection Control, Socioeconomics, Geographic Information Systems, Geospatial Information and Technology, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Systems, Financial Modeling, Finance

    4.5 stars, 6 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • C

    Coursera

    SQL Window Functions for Data

    Skills you'll gain: Time Series Analysis and Forecasting, SQL, Data Analysis, Analytical Skills

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Dark Data Basics - Understanding the Unknown

    Skills you'll gain: Computational Thinking, Data Strategy, Data Access, Data Literacy, Data Management, Taxonomy

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    4.3 stars, 104 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (104) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Unlocking Business Insights through Storytelling with Data

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Storytelling, Visual Storytelling, Data Integrity, Driving engagement, Presentations, Microsoft Excel, Design Elements And Principles

    4.7 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Tables, Data & Networking in iOS

    Skills you'll gain: Core Data (Software), JSON, Apple iOS, iOS Development, Data Persistence, Data Store, Network Model, Database Application, Mobile Development, Application Programming Interface (API), Data Modeling, UI Components, Network Protocols, User Interface (UI)

    4.6 stars, 137 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (137) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data lakes courses

  • Data Science con Python e R: Università di Napoli Federico II
  • Source Systems, Data Ingestion, and Pipelines: DeepLearning.AI
  • Data Analysis in R with RStudio & Tidyverse: Codio
  • Basics of Data Visualization Analysis: Madecraft
  • Joining Data in R using dplyr: Coursera
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Data science perspectives on pandemic management: Politecnico di Milano
  • SQL Window Functions for Data: Coursera
  • Dark Data Basics - Understanding the Unknown: Arizona State University
  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera

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