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Explore the Convex Optimization Course Catalog
DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Machine Learning, Supervised Learning, Machine Learning Algorithms, Network Architecture, Algorithms, Analysis, Debugging
- Status: Free
The University of Melbourne
Skills you'll gain: Algorithms, Computer Programming, Python Programming
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Geometry, Machine Learning Methods, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling
- Status: Free
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Theory & Analysis, Mathematics, Algorithms, Linear Algebra
Coursera Project Network
Coursera Project Network
Skills you'll gain: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Simulations, Mechanical Design, Structural Analysis, Engineering Design Process
- Status: Free
École normale supérieure
Skills you'll gain: Algorithms
New York University
Skills you'll gain: Reinforcement Learning
University of Washington
Skills you'll gain: Algorithms, Human Learning, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Probability & Statistics, Data Analysis, Machine Learning Software, Statistical Machine Learning
Coursera Project Network
Skills you'll gain: Content Management Systems, Search Engine Optimization, Web Analytics and SEO, Web Content, Content Strategy
University of Colorado Boulder
Skills you'll gain: Systems Design
- Status: Free
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Applied Mathematics, Business Modeling, Industrial Engineering, Operations Management, Inventory Control, Resource Allocation, Business Analytics, Production Planning, Microsoft Excel, Scheduling, Linear Algebra, Decision Making, Portfolio Management, Complex Problem Solving
In summary, here are 10 of our most popular convex optimization courses
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization:Â DeepLearning.AI
- Discrete Optimization:Â The University of Melbourne
- Mathematics for Machine Learning:Â Imperial College London
- Operations Research (3): Theory:Â National Taiwan University
- Portfolio Optimization using Markowitz Model:Â Coursera Project Network
- FEM - Linear, Nonlinear Analysis & Post-Processing:Â Coursera Project Network
- Approximation Algorithms Part I: École normale supérieure
- Reinforcement Learning in Finance:Â New York University
- Machine Learning: Clustering & Retrieval:Â University of Washington
- Search Engine Optimization (SEO) with Squarespace :Â Coursera Project Network