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Explore the Convex Optimization Course Catalog
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Northeastern University
Skills you'll gain: Dimensionality Reduction, Reinforcement Learning, Statistical Machine Learning, Machine Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Deep Learning, Statistical Methods, Classification And Regression Tree (CART), Feature Engineering, Data Science, Linear Algebra
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Northeastern University
Skills you'll gain: Supervised Learning, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Statistical Modeling, Data Science, Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Regression Analysis, Statistical Methods, Classification And Regression Tree (CART), Probability & Statistics, Data Processing, Linear Algebra
- Status: New
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Descriptive Statistics, Regression Analysis, Data Analysis, Supervised Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Modeling, Applied Machine Learning, Pandas (Python Package), Data Transformation, Data Manipulation
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DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, A/B Testing, Statistics, Data Science, Statistical Analysis, Statistical Inference
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DeepLearning.AI
Skills you'll gain: Calculus, Applied Mathematics, Advanced Mathematics, Numerical Analysis, Mathematical Modeling, Deep Learning, Machine Learning, Artificial Neural Networks, Python Programming, Visualization (Computer Graphics), Derivatives
- Status: Free Trial
Skills you'll gain: Supervised Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Data Processing, Pandas (Python Package), Data Manipulation
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Business Analytics, Analytics, Operational Analysis, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Risk Analysis, Advanced Analytics, Demand Planning, Forecasting, Operations Management, Spreadsheet Software, Business Risk Management, Decision Making, Process Optimization, Simulation and Simulation Software, Decision Tree Learning, Inventory Control, Microsoft Excel, Probability Distribution
- Status: Free Trial
University of Washington
Skills you'll gain: Regression Analysis, Supervised Learning, Feature Engineering, Predictive Modeling, Machine Learning, Statistical Methods, Algorithms, Data Manipulation
- Status: Free Trial
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Integral Calculus, Machine Learning Methods, Statistical Analysis, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Artificial Neural Networks, Predictive Modeling, Algebra, Derivatives
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Data-Driven Decision-Making, Analytics, Predictive Analytics, Descriptive Analytics, Consumer Behaviour, Data Analysis, Advanced Analytics, Business Analysis, Revenue Management, Descriptive Statistics, Data Collection, Predictive Modeling, Regression Analysis, Process Improvement and Optimization, Correlation Analysis
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Engineering Calculations, Computer-Aided Design, Engineering Analysis, Systems Analysis, Simulation and Simulation Software, Mathematical Modeling, Physics
- Status: Free Trial
Imperial College London
Skills you'll gain: Dimensionality Reduction, Probability & Statistics, NumPy, Statistics, Jupyter, Linear Algebra, Data Science, Python Programming, Machine Learning, Applied Mathematics
In summary, here are 10 of our most popular convex optimization courses
- Statistical Learning for Engineering Part 2:Â Northeastern University
- Statistical Learning for Engineering Part 1:Â Northeastern University
- Linear Regression & Supervised Learning in Python:Â EDUCBA
- Probability & Statistics for Machine Learning & Data Science:Â DeepLearning.AI
- Calculus for Machine Learning and Data Science:Â DeepLearning.AI
- Supervised Machine Learning: Regression:Â IBM
- Operations Analytics:Â University of Pennsylvania
- Machine Learning: Regression:Â University of Washington
- Mathematics for Machine Learning: Multivariate Calculus:Â Imperial College London
- Customer Analytics:Â University of Pennsylvania