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Results for "fundamental concepts in machine learning"
University of Alberta
Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Systems Development, Solution Architecture, Simulations, Performance Testing, Artificial Neural Networks, Applied Machine Learning, Machine Learning Algorithms, Markov Model, Algorithms, Technical Writing
Multiple educators
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Data Visualization Software, Correlation Analysis, Web Scraping, NumPy, R Programming, Probability & Statistics, Predictive Modeling, Big Data, Automation, Computer Programming Tools, GitHub, Data Analysis Software, Machine Learning Algorithms, Unsupervised Learning
Google Cloud
Skills you'll gain: Generative AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Business Ethics, Application Development, Accountability, Compliance Training, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Governance, Organizational Effectiveness, Machine Learning, Project Design, Decision Making, Natural Language Processing, Machine Learning Methods, Corporate Strategy, Performance Tuning, Business Leadership
New York University
Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Markov Model, Risk Modeling, Financial Forecasting, Finance, Financial Modeling, Technical Analysis, Securities Trading, Portfolio Management, Market Dynamics, Machine Learning, Applied Machine Learning, Financial Analysis, Decision Making, Probability & Statistics
Alberta Machine Intelligence Institute
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Statistical Machine Learning, Decision Tree Learning, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Performance Measurement, Data Processing, Process Optimization, Data Transformation
University of Michigan
Skills you'll gain: Pandas (Python Package), Jupyter, NumPy, Data Manipulation, Data Science, Data Analysis, Statistical Analysis, Pivot Tables And Charts, Data Cleansing, Data Import/Export, Probability & Statistics, Python Programming, Programming Principles
Stanford University
Skills you'll gain: Data Ethics, Artificial Intelligence, Healthcare Industry Knowledge, Health Care, Patient Safety, Health Assessment, Machine Learning, Regulatory Compliance, Application Deployment, Clinical Data Management, Decision Support Systems, Predictive Modeling, Data Quality
Alberta Machine Intelligence Institute
Skills you'll gain: Feature Engineering, Data Quality, Data Processing, Supervised Learning, Data Validation, Data Cleansing, Data Transformation, Verification And Validation, Applied Machine Learning, Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Predictive Modeling, Exploratory Data Analysis, Algorithms
Alberta Machine Intelligence Institute
Skills you'll gain: MLOps (Machine Learning Operations), Business Operations, Machine Learning, Ethical Standards And Conduct, Operational Analysis, Applied Machine Learning, Business Strategy, Technology Strategies, Production Planning, Data Maintenance, Risk Mitigation, System Monitoring, Systems Integration, Stakeholder Communications
- Status: Free
Amazon Web Services
Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Applied Machine Learning, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Program Evaluation, Business Leadership, Strategic Leadership, Project Planning
- Status: Free
Yonsei University
Skills you'll gain: Deep Learning, Tensorflow, Artificial Neural Networks, Technology Strategies, Business Strategy, Business Modeling, Computer Vision, Natural Language Processing, Artificial Intelligence, Machine Learning, Unsupervised Learning, Supervised Learning
- Status: Free
Karlsruhe Institute of Technology
Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Deep Learning, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Language Interpretation, Translation, and Studies, Statistical Modeling, Machine Learning, Network Architecture, Vocabulary
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- A Complete Reinforcement Learning System (Capstone): University of Alberta
- Data Science Foundations: IBM
- Introduction to Generative AI Learning Path: Google Cloud
- Reinforcement Learning in Finance: New York University
- Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
- Introduction to Data Science in Python: University of Michigan
- Evaluations of AI Applications in Healthcare: Stanford University
- Data for Machine Learning: Alberta Machine Intelligence Institute
- Optimizing Machine Learning Performance: Alberta Machine Intelligence Institute
- Planning a Machine Learning Project: Amazon Web Services