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Results for "optimization+techniques+for+machine+learning"
DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Visualization (Computer Graphics), Deep Learning, Derivatives
University of Minnesota
Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Data Modeling, Business Mathematics, Process Optimization, Data-Driven Decision-Making, Business Intelligence, Microsoft Excel, Decision Making, Complex Problem Solving, Linear Algebra, Spreadsheet Software, Graphical Tools
EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Financial Management, Machine Learning, Applied Machine Learning, Supervised Learning, Risk Management, Predictive Analytics, Feature Engineering, Unsupervised Learning, Regression Analysis, Statistical Methods, Dimensionality Reduction
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives
Skills you'll gain: Unsupervised Learning, Regression Analysis, Machine Learning Algorithms, Statistical Machine Learning, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Methods, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Performance Tuning
Skills you'll gain: Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Supervised Learning, Computer Vision, Machine Learning, Natural Language Processing
Johns Hopkins University
Skills you'll gain: Computer Vision, Machine Learning Algorithms, Image Analysis, Supervised Learning, Applied Machine Learning, Feature Engineering, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Predictive Modeling, Machine Learning, Data Analysis, Regression Analysis
Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Scalability, Machine Learning, Technical Design, Amazon Elastic Compute Cloud, Cloud Computing, AWS Identity and Access Management (IAM), Cloud Security, Disaster Recovery, Data Security
Coursera Project Network
Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning
- Status: Free
Amazon Web Services
Skills you'll gain: Applied Machine Learning, Machine Learning, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, Organizational Change, Feasibility Studies, System Requirements, Solution Design
Whizlabs
Skills you'll gain: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Forecasting, Algorithms, AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Time Series Analysis and Forecasting, Supervised Learning, Unsupervised Learning, Predictive Analytics, Regression Analysis, Natural Language Processing, Classification And Regression Tree (CART)
Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Ethics, Artificial Intelligence, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, Tensorflow, Deep Learning, MLOps (Machine Learning Operations), Ethical Standards And Conduct, Capacity Management, Microsoft Azure, Information Privacy
In summary, here are 10 of our most popular optimization+techniques+for+machine+learning courses
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- Optimization for Decision Making: University of Minnesota
- Python and Machine Learning for Asset Management : EDHEC Business School
- Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
- Build Regression, Classification, and Clustering Models: CertNexus
- Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
- Applied Machine Learning: Techniques and Applications: Johns Hopkins University
- Machine Learning Implementation and Operations in AWS: Whizlabs
- Scikit-Learn For Machine Learning Classification Problems: Coursera Project Network
- Machine Learning Essentials for Business and Technical Decision Makers: Amazon Web Services