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Overview
Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R What you'll learn: Learn how to solve real life problem using the Machine learning techniquesMachine Learning models such as Linear Regression, Logistic Regression, KNN etc.Advanced Machine Learning models such as Decision trees, XGBoost, Random Forest, SVM etc.Understanding of basics of statistics and concepts of Machine LearningHow to do basic statistical operations and run ML models in PythonIn-depth knowledge of data collection...
Syllabus
- Introduction
- Setting up Python and Jupyter Notebook
- Integrating ChatGPT with Python
- Setting up R Studio and R crash course
- Basics of Statistics
- Introduction to Machine Learning
- Data Preprocessing
- Linear Regression
- Introduction to the classification Models
- Logistic Regression
Instructor
Start-Tech Academy
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