2025 Machine Learning
Machine Learning cover

Machine Learning

"Unlock the Power of Machine Learning: Master Algorithms, Predict Patterns, and Revolutionize the Way You Interact with Data"

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Instructor: Sachin Mittal, Deepak Poonia

Language: English

Description:

Machine Learning is a comprehensive course that introduces students to the principles and applications of machine learning. Throughout this course, students will gain a deep understanding of various machine learning algorithms and techniques.

Key Highlights:

  • Explore the fundamentals of machine learning
  • Learn about different types of machine learning algorithms
  • Evaluate machine learning models

What you will learn:

  • Introduction to Machine Learning
    In this module, you will get an overview of machine learning and its applications. You will also learn about supervised and unsupervised learning techniques.
  • Regression Analysis
    This module covers the concept of regression analysis and its various algorithms such as linear regression, and decision tree regression.
  • Classification Algorithms
    Here, you will learn about classification algorithms including logistic regression, decision trees, and support vector machines.
  • Clustering
    In this module, you will explore clustering algorithms such as K-means clustering, hierarchical clustering.
  • Dimensionality Reduction
    This module focuses on dimensionality reduction techniques like Principal Component Analysis (PCA).

 

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