MACHINE LEARNING – ADVANCED

Categories: IT-JOB COURSES
Wishlist Share
Share Course
Page Link
Share On Social Media

About Course

Duration : 2- 3 Months

The Machine Learning course is designed to introduce learners to the fundamental concepts, techniques, and applications of machine learning. The course is structured into three levels—beginner, intermediate, and advanced—allowing participants to progress from basic machine learning principles to complex algorithms and real-world applications. By the end of the course, students will have the skills necessary to develop machine learning models and apply them to various problems.

What Will You Learn?

  • Deep Learning: Understand advanced concepts in deep learning, including convolutional and recurrent neural networks.
  • Advanced Algorithms: Explore ensemble methods (random forests, boosting) and unsupervised learning techniques (PCA, t-SNE).
  • Hyperparameter Tuning: Learn methods for optimizing machine learning models and selecting the best parameters.
  • Deployment of Models: Understand how to deploy machine learning models into production environments.
  • Capstone Project: Work on a comprehensive machine learning project that applies all the skills learned, addressing a real-world problem.