Data ScienceAdvancedLive Classes

Advanced Machine Learning & AI

Deep dive into advanced machine learning algorithms, deep learning, neural networks, and AI applications. Build production-ready ML models.

4.9 Rating
13 Weeks
₹45,000₹70,000
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Advanced Machine Learning & AI Course
1

Advanced ML Fundamentals

  • • Review of ML concepts
  • • Advanced feature engineering
  • • Model selection strategies
  • • Bias-variance tradeoff
2

Neural Networks Basics

  • • Introduction to neural networks
  • • Perceptrons and activation functions
  • • Backpropagation algorithm
  • • Building neural networks from scratch
3

Deep Learning Foundations

  • • Deep neural networks
  • • Vanishing gradient problem
  • • Initialization techniques
  • • Regularization in deep learning
4

Convolutional Neural Networks

  • • CNN architecture and layers
  • • Image classification
  • • Transfer learning
  • • Object detection basics

What You'll Learn

Deep Learning
Neural Networks
TensorFlow & PyTorch
AI Applications