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Results for "causal forests"
University of Pennsylvania
Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Statistical Inference, Data Analysis, Quantitative Research, Probability & Statistics, Regression Analysis, Research Design, Graph Theory
- Status: Free
Columbia University
Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Analysis, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design, Program Evaluation
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Statistical Modeling, Markov Model, Decision Support Systems, Machine Learning, Predictive Modeling, Network Model, Probability & Statistics, Network Analysis, Statistical Inference, Statistical Machine Learning, Sampling (Statistics), Natural Language Processing, Statistical Methods, Algorithms
Skills you'll gain: Matplotlib, Deep Learning, Linear Algebra, Artificial Neural Networks, NumPy, Image Analysis, Keras (Neural Network Library), Data Visualization Software, Seaborn, Pandas (Python Package), Tensorflow, Machine Learning, Applied Machine Learning, Computer Vision, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, PyTorch (Machine Learning Library), Jupyter, Python Programming
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
Macquarie University
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Regression Analysis, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Business Metrics, Strategic Thinking, Predictive Analytics, Graphing, Business Economics, Statistical Modeling, Statistical Analysis, Decision Making, Statistical Methods, Business Planning, Process Optimization, Business Intelligence, Data Analysis
Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Analysis, Computational Thinking, Theoretical Computer Science, Network Routing
DeepLearning.AI
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Computer Vision, Image Analysis, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Machine Learning, Supervised Learning, Data Processing, Data Transformation
DeepLearning.AI
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Supervised Learning, Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Algorithms, Regression Analysis, Performance Tuning
DeepLearning.AI
Skills you'll gain: Tensorflow, Time Series Analysis and Forecasting, Keras (Neural Network Library), Applied Machine Learning, Deep Learning, Predictive Modeling, Artificial Neural Networks, Forecasting, Machine Learning
Stanford University
Skills you'll gain: Bayesian Network, Graph Theory, Probability Distribution, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis, Applied Machine Learning, Natural Language Processing
Stanford University
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science, Computer Science
In summary, here are 10 of our most popular causal forests courses
- A Crash Course in Causality: Inferring Causal Effects from Observational Data:Â University of Pennsylvania
- Causal Inference:Â Columbia University
- Probabilistic Graphical Models:Â Stanford University
- Deep Learning with Real-World Projects:Â Packt
- Analytics for Decision Making:Â University of Minnesota
- Excel Skills for Business Forecasting:Â Macquarie University
- Graph Search, Shortest Paths, and Data Structures:Â Stanford University
- Convolutional Neural Networks in TensorFlow:Â DeepLearning.AI
- Advanced Learning Algorithms:Â DeepLearning.AI
- Sequences, Time Series and Prediction:Â DeepLearning.AI