MACHINE LEARNING
Original price was: ₹3,500.00.₹2,999.00Current price is: ₹2,999.00.
Index:
- Understand the fundamental principles and types of Machine Learning algorithms.
- Learn to preprocess and prepare data for machine learning tasks.
- Explore supervised learning techniques for regression and classification tasks.
- Gain proficiency in unsupervised learning algorithms for clustering and dimensionality reduction.
- Develop skills in model evaluation and validation to assess performance.
- Learn about feature selection and engineering techniques to improve model accuracy and efficiency.
· Gain insights into practical considerations such as overfitting, bias-variance tradeoff, and model interpretability.
Description
This course provides a comprehensive introduction to Machine Learning (ML), a branch of artificial intelligence that enables computers to learn from data and make decisions or predictions. Participants will gain a solid foundation in ML concepts, algorithms, and practical techniques used to develop predictive models and solve real-world problems. The course covers key topics including supervised and unsupervised learning, regression, classification, clustering, dimensionality reduction, model evaluation, and feature engineering. Through hands-on projects and exercises, participants will learn to implement machine learning algorithms using Python and popular libraries such as scikit-learn and TensorFlow.
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