Decision Trees, Random Forests, AdaBoost & XGBoost in Python| Programming Buddy Club | Free Udemy Course
Decision Trees, Random Forests, AdaBoost & XGBoost in Python| Programming Buddy Club | Free Udemy Course
DECISION TREES AND ENSEMBLING TECHNIQUES IN PYTHON. HOW TO RUN BAGGING, RANDOM FOREST, GBM, ADABOOST & XGBOOST IN PYTHON
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Course Includes
- ☑️ 7 hours on-demand video
- ☑️ 3 articles
- ☑️ 19 downloadable resources
- ☑️ Full lifetime access
- ☑️ Access on mobile and TV
- ☑️ Certificate of Completion
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What Will I learn?
- ☑️ Get a solid understanding of decision tree
- ☑️ Understand the business scenarios where decision tree is applicable
- ☑️ Tune a machine learning model's hyperparameters and evaluate its performance.
- ☑️ Use Pandas DataFrames to manipulate data and make statistical computations.
- ☑️ Use decision trees to make predictions
- ☑️ Learn the advantage and disadvantages of the different algorithms
Requirements
- ☑️ Students will need to install Python and Anaconda software but we have a separate lecture to help you install the same
Who is the target audience?
- ☑️ People pursuing a career in data science
- ☑️ Working Professionals beginning their Data journey
- ☑️ Statisticians needing more practical experience
- ☑️ Anyone curious to master Decision Tree technique from Beginner to Advanced in short span of time
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Decision Trees, Random Forests, AdaBoost & XGBoost in Python| Programming Buddy Club | Free Udemy Course
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June 09, 2020
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