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Overview
Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python What you'll learn: Learn how to solve real life problem using the Machine learning techniquesAdvanced Machine Learning models such as Decision trees, Random Forest, SVM etc.How to do basic statistical operations and run ML models in PythonUnderstanding of basics of statistics and concepts of Machine LearningHow to convert business problem into a Machine learning problemIn-depth knowledge of data collection and data preprocessing for Machine Learning...
Syllabus
- Introduction
- Setting up Python and Jupyter notebook
- Integrating ChatGPT with Python
- Basics of statistics
- Introduction to Machine Learning
- Data Preprocessing
- Linear Regression
- Introduction to the classification Models
- Logistic Regression
- Linear Discriminant Analysis (LDA)
Instructor
Start-Tech Academy
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