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Explore the Predictive Modeling Course Catalog
University of California San Diego
Skills you'll gain: Apache Spark, PySpark, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Graph Theory, Data Pipelines, Data Modeling, Regression Analysis, Data Management, Applied Machine Learning, Data Infrastructure, Data Presentation, Scalability, Data Mining, Data Processing, Statistical Analysis, Databases, Data Architecture
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Statistical Hypothesis Testing, Data Ethics, Data Visualization Software, Sampling (Statistics), Data Presentation, Regression Analysis, Feature Engineering, Data Transformation, Descriptive Statistics, Data Visualization, Tableau Software, Data Manipulation, Probability Distribution, Statistical Methods, Applied Machine Learning, Statistical Analysis, Object Oriented Programming (OOP), Data Analysis
Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Applied Machine Learning, Regression Analysis, Predictive Modeling, Image Analysis, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Data Science, MLOps (Machine Learning Operations), Machine Learning, Supervised Learning, Tensorflow, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Deep Learning, Applied Machine Learning, Text Mining, Machine Learning
University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Business Modeling, Simulation and Simulation Software, Business Analytics, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Data Modeling, Business Mathematics, Data-Driven Decision-Making, Pivot Tables And Charts, Statistics, Process Optimization
University of Michigan
Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Computer-Aided Design, Design, Graphic and Visual Design, Architectural Design
DeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Software Development Life Cycle, Machine Learning, Applied Machine Learning, Data Validation, Feature Engineering, Data Quality, Debugging, Continuous Monitoring, Data Pipelines
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, Statistical Analysis, Machine Learning Methods, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling
Skills you'll gain: Supervised Learning, Applied Machine Learning, Regression Analysis, Machine Learning, Statistical Machine Learning, Data Validation, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Performance Metric
University of California, Santa Cruz
Skills you'll gain: Time Series Analysis and Forecasting, Bayesian Statistics, R Programming, Forecasting, Statistical Inference, Statistical Modeling, Technical Communication, Data Analysis, Probability, Statistical Methods, Statistical Analysis, Advanced Analytics, Markov Model, Mathematical Modeling, Microsoft Excel, Probability Distribution, Probability & Statistics, Unsupervised Learning, Regression Analysis, Predictive Modeling
- Status: Free
National Taiwan University
Skills you'll gain: 3D Modeling, SketchUp (3D Modeling Software), Software Installation, Visualization (Computer Graphics), Computer Graphic Techniques, Graphical Tools, Color Matching
Coursera Project Network
Skills you'll gain: Financial Forecasting, Business Valuation, Financial Modeling, Financial Analysis, Cash Flows, Investment Banking, Capital Markets
In summary, here are 10 of our most popular predictive modeling courses
- Big Data:Â University of California San Diego
- Google Advanced Data Analytics:Â Google
- Create Machine Learning Models in Microsoft Azure:Â Microsoft
- Sequence Models:Â DeepLearning.AI
- Analytics for Decision Making:Â University of Minnesota
- Introduction to 3D Modeling:Â University of Michigan
- Machine Learning in Production:Â DeepLearning.AI
- Mathematics for Machine Learning:Â Imperial College London
- Supervised Machine Learning: Regression:Â IBM
- Bayesian Statistics:Â University of California, Santa Cruz