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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


  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    ★ 4.6 (81) · Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Generative AI for HR Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Large Language Modeling, HR Tech, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Personally Identifiable Information, Governance, AI Integrations, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management, Diversity and Inclusion

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

  • C

    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis

    ★ 4.8 (11) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Getting started with Google Workspace

    Skills you'll gain: Google Docs, Gmail, Google Sheets, Google Workspace, Presentations, Calendar Management, File Management, Spreadsheet Software, Productivity Software, Email Security, Email Automation, Collaborative Software, Excel Formulas, Data Visualization, Data Validation, Document Management, Setting Appointments, Meeting Facilitation, Sales Presentations, Version Control

    ★ 4.7 (3.2K) · Beginner · Specialization · 3 - 6 Months

  • F

    Fred Hutchinson Cancer Center

    Researcher's guide to omic fundamentals

    Skills you'll gain: Bioinformatics, Data Analysis Software, Data Processing, Data Analysis, Data Literacy, Metadata Management, R Programming

    ★ 3.8 (19) · Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Ethics and Governance in the Age of Generative AI

    Skills you'll gain: Responsible AI, Generative Model Architectures, Generative AI, AI Workflows, Data Ethics, Model Evaluation, Data Governance, AI literacy, Governance, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Social Impact, Benchmarking, Emerging Technologies

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

  • C

    Coursera

    Interpretable machine learning applications: Part 5

    Skills you'll gain: Model Evaluation, Responsible AI, Exploratory Data Analysis, Histogram, Predictive Modeling, Data Visualization, Predictive Analytics, Data Preprocessing, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Descriptive Statistics, Data Ethics, Economics, Policy, and Social Studies, Development Environment, Software Engineering

    ★ 4.6 (33) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    IBM z/OS Mainframe Practitioner

    Skills you'll gain: Job Control Language (JCL), Mainframe Computing, z/OS, Mainframe Technologies, Virtualization, Virtualization and Virtual Machines, Unix, IBM DB2, Data Maintenance, Data Management, Virtual Machines, Database Management Systems, Hardware Architecture, Unix Shell, Operating System Administration, Infrastructure Architecture, Computing Platforms, System Programming, Linux, Control Panels

    ★ 4.7 (1.4K) · Intermediate · Professional Certificate · 1 - 3 Months

  • U

    University of California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms

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

  • U

    University of Michigan

    Building Web Applications in PHP

    Skills you'll gain: HTML and CSS, PHP (Scripting Language), Hypertext Markup Language (HTML), MySQL, Web Applications, Web Design and Development, Web Development, Secure Coding, Cascading Style Sheets (CSS), Development Environment, Back-End Web Development, Database Development, Web Servers, Scripting Languages, Programming Principles, Network Protocols, Software Installation, Data Validation

    ★ 4.7 (4.3K) · Intermediate · Course · 1 - 3 Months

  • Q

    Queen Mary University of London

    Market Research

    Skills you'll gain: Qualitative Research, Proposal Development, Market Research, Research Reports, Data Collection, Research Design, Surveys, Research Methodologies, Analytics, Proposal Writing, Data Analysis, Digital Brand Strategy, Statistical Hypothesis Testing, Survey Creation, Digital Analysis, Statistical Analysis, Correlation Analysis, Business Research, Report Writing, Science and Research

    ★ 4.7 (959) · Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Google Workspace 資料治理

    Skills you'll gain: Data Governance, Data Loss Prevention, Google Workspace, Gmail, Data Management, Data Security, Information Management, Records Management, Data Storage, Security Controls, Record Keeping, Email Security, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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

  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Generative AI for HR Professionals: Fractal Analytics
  • Scikit-Learn to Solve Regression Machine Learning Problems: Coursera
  • Getting started with Google Workspace: Google Cloud
  • Researcher's guide to omic fundamentals: Fred Hutchinson Cancer Center
  • Ethics and Governance in the Age of Generative AI: Northeastern University
  • Interpretable machine learning applications: Part 5: Coursera
  • IBM z/OS Mainframe Practitioner: IBM
  • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
  • Building Web Applications in PHP: University of Michigan

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