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Results for "machine learning algorithms (regression, classification)"
Coursera Project Network
Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Random Forest Algorithm
- Status: Free
National Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Applied Mathematics, Algorithms, Process Optimization, Program Implementation, Computational Thinking, Mathematical Modeling, Advanced Mathematics
Alberta Machine Intelligence Institute
Skills you'll gain: Data Ethics, Applied Machine Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Supervised Learning, Data Modeling, Business Requirements, Data Quality, Business Analysis, Unsupervised Learning, Performance Metric
The University of Chicago
Skills you'll gain: Keras (Neural Network Library), Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Regression Analysis, Random Forest Algorithm, Dimensionality Reduction, Statistical Methods, Tensorflow, Feature Engineering, Artificial Neural Networks, Pandas (Python Package)
- Status: Free
Arizona State University
Skills you'll gain: Learning Strategies, Lifelong Learning, Human Learning, Willingness To Learn, Mental Concentration, Student Engagement, Creative Thinking, Time Management, Stress Management, Problem Solving, Self-Discipline, Personal Development
Skills you'll gain: Training and Development, Adult Learning Principles, Employee Training, Developing Training Materials, Employee Engagement, Compliance Training, Instructional Design, Management Training And Development, Workforce Development, On-The-Job Training, Needs Assessment, Program Evaluation
Skills you'll gain: Microsoft Azure, Unsupervised Learning, Databricks, MLOps (Machine Learning Operations), Applied Machine Learning, Data Ethics, Regression Analysis, Scikit Learn (Machine Learning Library), Predictive Modeling, Cloud Management, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Application Deployment, Data Pipelines
Skills you'll gain: Cloud Computing Architecture, Cloud Services, Cloud Security, Cloud Infrastructure, Data Mining, Cloud Platforms, Cloud Computing, Artificial Intelligence, Generative AI, OpenAI, Cloud Storage, Infrastructure As A Service (IaaS), Big Data, Emerging Technologies, Data Analysis, Data Science, Deep Learning, Digital Transformation, Artificial Neural Networks, ChatGPT
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Cloud Services, Debugging, Puppet (Configuration Management Tool), Infrastructure as Code (IaC), Bash (Scripting Language), Configuration Management, Test Automation, CI/CD, Cloud Infrastructure, Cloud Computing, Technical Communication, Scripting, Network Troubleshooting, Web Services, Python Programming, Restful API, Computer Programming
Columbia University
Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Markov Model, Data-Driven Decision-Making, Simulations, Probability, Statistical Methods
University of Illinois Urbana-Champaign
Skills you'll gain: Machine Learning Algorithms, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Supervised Learning, Predictive Modeling, Python Programming, Random Forest Algorithm, Regression Analysis, Feature Engineering, Jupyter, Pandas (Python Package), Natural Language Processing, Decision Tree Learning, Performance Metric
Skills you'll gain: Data Mining, Artificial Intelligence, Generative AI, OpenAI, Big Data, Information Architecture, Strategic Decision-Making, Cloud Computing, Data Analysis, Data Science, Deep Learning, Digital Transformation, Data Strategy, Data-Driven Decision-Making, Artificial Neural Networks, Business Strategy, Business Process Automation, ChatGPT, Technology Strategies, Business Logic
In summary, here are 10 of our most popular machine learning algorithms (regression, classification) courses
- Scikit-Learn to Solve Regression Machine Learning Problems:Â Coursera Project Network
- Operations Research (2): Optimization Algorithms:Â National Taiwan University
- Introduction to Applied Machine Learning:Â Alberta Machine Intelligence Institute
- Machine Learning: Concepts and Applications:Â The University of Chicago
- Learning How To Learn for Youth:Â Arizona State University
- Learning and Development:Â HRCI
- Microsoft Azure Machine Learning for Data Scientists:Â Microsoft
- Key Technologies for Business:Â IBM
- Google IT Automation with Python:Â Google
- Decision Making and Reinforcement Learning:Â Columbia University