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Results for "fundamental concepts in machine learning"
University of Michigan
Skills you'll gain: Web Scraping, JSON, Network Protocols, Web Services, Restful API, Application Programming Interface (API), Extensible Markup Language (XML), Data Import/Export, Data Processing, TCP/IP, Python Programming, Scripting, Hypertext Markup Language (HTML), Data Manipulation, Data Structures
Stanford University
Skills you'll gain: Bayesian Network, Statistical Inference, Markov Model, Statistical Machine Learning, Graph Theory, Sampling (Statistics), Applied Machine Learning, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms
California Institute of the Arts
Skills you'll gain: Typography, Design Elements And Principles, Graphic Design, Graphic and Visual Design, Design, Visual Design, Digital Design, Color Theory, Adobe Photoshop, Adobe Illustrator, Creativity
Indian School of Business
Skills you'll gain: Financial Statements, Peer Review, Financial Statement Analysis, Financial Trading, Balance Sheet, Portfolio Management, Securities Trading, Financial Accounting, Income Statement, Data Collection, Market Liquidity, Investment Management, Financial Analysis, Performance Analysis, Project Design, Financial Market, Accruals, Market Trend, Performance Measurement, Technical Analysis
University of California San Diego
Skills you'll gain: Graph Theory, Logical Reasoning, Cryptographic Protocols, Combinatorics, Computational Logic, Deductive Reasoning, Cryptography, Probability, Computational Thinking, Encryption, Mathematical Theory & Analysis, Network Analysis, Public Key Cryptography Standards (PKCS), Algorithms, Theoretical Computer Science, Python Programming, Data Structures, Cybersecurity, Computer Programming, Mathematical Modeling
Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Excel, Excel Formulas, Microsoft Word, Data Visualization, Presentations, Spreadsheet Software, Microsoft Outlook, Data Integration, Business Intelligence, Business Process Automation, Productivity Software, Application Development, Data Analysis Software
Google
Skills you'll gain: Agile Project Management, Backlogs, Agile Methodology, User Story, Sprint Planning, Product Roadmaps, Sprint Retrospectives, Employee Coaching, Team Management, Cross-Functional Collaboration, Prioritization
- Status: Free
University of Toronto
Skills you'll gain: Programming Principles, Debugging, Software Documentation, Python Programming, Computer Programming, Software Design, Program Development, Integrated Development Environments, Data Structures, File Management
Skills you'll gain: Matplotlib, Linear Algebra, NumPy, Data Visualization Software, Machine Learning Algorithms, Seaborn, Pandas (Python Package), Machine Learning, Supervised Learning, Data Analysis, Jupyter, Python Programming, Data Manipulation, Programming Principles, Regression Analysis, Data Structures
- Status: Free
Skills you'll gain: Email Marketing, Growth Strategies, Marketing Automation, MarTech, Marketing Effectiveness, Marketing Analytics, Marketing Strategy and Techniques, Personalized Service, Customer Engagement, Customer Acquisition Management, Lead Generation, Customer Insights, Customer Retention, Business Ethics
Skills you'll gain: Istio, Node.JS, Software Development Life Cycle, Containerization, Server Side, MongoDB, Application Deployment, Kubernetes, Cloud-Native Computing, NoSQL, Restful API, OpenShift, Git (Version Control System), Cloud Applications, GitHub, Serverless Computing, Back-End Web Development, HTML and CSS, Ajax, Interviewing Skills
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, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Matplotlib, Statistical Machine Learning, Random Forest Algorithm, Predictive Modeling, Statistical Visualization, Data Science, Python Programming, Machine Learning, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML)
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Using Python to Access Web Data: University of Michigan
- Probabilistic Graphical Models 2: Inference: Stanford University
- Fundamentals of Graphic Design: California Institute of the Arts
- Trading Strategies in Emerging Markets: Indian School of Business
- Introduction to Discrete Mathematics for Computer Science: University of California San Diego
- Master Microsoft Office 365 and Power Platform: Microsoft
- Agile Project Management: Google
- Learn to Program: The Fundamentals: University of Toronto
- Python Fundamentals and Data Science Essentials: Packt
- Grow with AI: Your AI-driven Growth Marketing strategy : Starweaver