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Results for "machine learning algorithms (regression, classification)"
University of Alberta
Skills you'll gain: Reinforcement Learning, Sampling (Statistics), Machine Learning Algorithms, Simulations, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Statistical Methods, Probability Distribution, Data Modeling
- Status: New
Microsoft
Skills you'll gain: Unsupervised Learning, Generative AI, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, Applied Machine Learning, Reinforcement Learning, Data Ethics, Artificial Intelligence, Test Case, OpenAI, Human Computer Interaction, Performance Testing, Application Deployment
- Status: Free
Stanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
- Status: Free
Georgia Institute of Technology
Skills you'll gain: Failure Analysis, Mechanical Design, Equipment Design, Mechanical Engineering, Structural Analysis, Engineering Analysis, Engineering Design Process, Manufacturing Processes, Engineering Calculations
Skills you'll gain: Dashboard, SQL, Descriptive Statistics, Jupyter, Statistical Analysis, Data Analysis, Probability Distribution, Pandas (Python Package), Data Visualization Software, Statistics, Statistical Methods, Statistical Hypothesis Testing, Databases, Stored Procedure, Web Scraping, Relational Databases, Automation, Data Science, GitHub, Python Programming
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 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, Python Programming, Data Science, Computer Vision, Image Analysis, Machine Learning, Artificial Neural Networks
- Status: Free
Yonsei University
Skills you'll gain: Language Learning, Grammar, Vocabulary, Literacy
DeepLearning.AI
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Computer Vision, Image Analysis, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Machine Learning, Supervised Learning, Data Processing, Data Transformation
Skills you'll gain: Data Wrangling, Data Cleansing, Data Analysis, Data Manipulation, Data Import/Export, Exploratory Data Analysis, Predictive Analytics, Data Science, Statistical Analysis, Regression Analysis, Predictive Modeling, Pandas (Python Package), Analytics, Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Machine Learning Methods, Feature Engineering, Statistical Methods, Python Programming, NumPy
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
- Status: New
Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
In summary, here are 10 of our most popular machine learning algorithms (regression, classification) courses
- Sample-based Learning Methods:Â University of Alberta
- Microsoft AI & ML Engineering:Â Microsoft
- Introduction to Statistics:Â Stanford University
- Machine Design Part I:Â Georgia Institute of Technology
- Data Science Fundamentals with Python and SQL:Â IBM
- Machine Learning Algorithms: Supervised Learning Tip to Tail:Â Alberta Machine Intelligence Institute
- Machine Learning: Theory and Hands-on Practice with Python:Â University of Colorado Boulder
- First Step Korean:Â Yonsei University
- Convolutional Neural Networks in TensorFlow:Â DeepLearning.AI
- Data Analysis with Python:Â IBM