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Results for "fundamental concepts in machine learning"
Skills you'll gain: Stakeholder Engagement, Software Development Life Cycle, Agile Software Development, Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Kanban Principles, Project Schedules, Development Environment, Project Management Institute (PMI) Methodology, Information Technology, Sprint Retrospectives, Interviewing Skills, Project Management
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Statistical Machine Learning, Random Forest Algorithm, Predictive Modeling, Statistical Visualization, Keras (Neural Network Library), Generative AI, Data Science, Artificial Neural Networks, Python Programming, Machine Learning, Tensorflow
Skills you'll gain: Dashboard, Data Storytelling, Data Warehousing, SQL, Data Presentation, Database Design, Data Visualization, MySQL, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, Tableau Software, Stored Procedure, Interactive Data Visualization, Regression Analysis, Data-Driven Decision-Making, Excel Formulas, Microsoft Excel
Skills you'll gain: Predictive Modeling, Marketing Analytics, Statistical Machine Learning, Statistical Modeling, Machine Learning, Data Science, Supervised Learning, Applied Machine Learning, Statistical Hypothesis Testing, Technical Communication
Tableau Learning Partner
Skills you'll gain: Requirements Elicitation, Business Analysis, Business Metrics, Key Performance Indicators (KPIs), Requirements Analysis, Business Requirements, Process Analysis, Stakeholder Management, Business Process, Business Process Modeling, Tableau Software, Data Visualization
Skills you'll gain: Computer Vision, Image Analysis, Matlab, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Supervised Learning, Performance Tuning, Data Analysis
University of Pennsylvania
Skills you'll gain: Return On Investment, Financial Reporting, Finance, Financial Data, Capital Budgeting, Financial Statements, Financial Modeling, Mathematical Modeling, Statistical Modeling, Regression Analysis, Business Modeling, Income Statement, Financial Analysis, Risk Analysis, Cash Flows, Business Mathematics, Financial Planning, Spreadsheet Software, Google Sheets, Excel Formulas
Skills you'll gain: Open Web Application Security Project (OWASP), Security Controls, Risk Management, Cybersecurity, Security Information and Event Management (SIEM), Incident Response, NIST 800-53, Cyber Security Policies, Cyber Risk, Safety Audits, Threat Detection, Compliance Auditing
Duke University
Skills you'll gain: Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Machine Learning, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Python Programming, Applied Machine Learning, Natural Language Processing, Deep Learning, Business Ethics, Visualization (Computer Graphics), Artificial Neural Networks, Computer Vision, Data-Driven Decision-Making, Decision Making
Skills you'll gain: Agile Software Development, Cloud Computing Architecture, Cloud Services, Agile Methodology, DevOps, Kanban Principles, Cloud Security, Cloud Infrastructure, Cloud Platforms, Cloud Computing, Agile Project Management, Cloud-Native Computing, User Story, Cloud Storage, Sprint Retrospectives, Sprint Planning, Workflow Management, CI/CD, Test Driven Development (TDD), Scrum (Software Development)
Skills you'll gain: MySQL, Database Design, Version Control, Database Management Systems, MySQL Workbench, Extract, Transform, Load, Stored Procedure, Data Modeling, Data Structures, SQL, Database Theory, Unix Commands, Relational Databases, Databases, Git (Version Control System), Object Oriented Programming (OOP), Database Management, Unit Testing, Algorithms, Django (Web Framework)
Coursera Project Network
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- IBM IT Project Manager: IBM
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- IBM Business Intelligence (BI) Analyst: IBM
- Four Rare Machine Learning Skills All Data Scientists Need: SAS
- Business Analysis Process: Tableau Learning Partner
- Introduction to Deep Learning for Computer Vision: MathWorks
- Finance & Quantitative Modeling for Analysts: University of Pennsylvania
- Play It Safe: Manage Security Risks: Google
- Explainable AI (XAI): Duke University
- DevOps, Cloud, and Agile Foundations: IBM