Machine Learning with Python: From Linear Models to Deep Learning (edX)

This is one of the greatest Deep Learning courses online, and it is meant to teach you the ideas and techniques for transforming training data into convincing automated predictions. Throughout the course, you will learn about representation, overfitting, regularization, generalization, VC dimension, and many other subjects. This course is part of the MITx MicroMaster Program in Data Science, which means that if you complete it, you will be able to continue on to master more advanced python data science principles. After completing the course, you will receive a certificate of completion, which you may include with your resume or LinkedIn profile to highlight your talents. It is at the top of the best online courses to learn Deep Learning Python.

Understand the underlying concepts of machine learning issues such as classification, regression, clustering, and reinforcement learning. Models such as linear models, kernel machines, neural networks, and graphical models are implemented and analyzed. Select appropriate models for various uses. Implement and manage machine learning projects ranging from training through validation, parameter optimization, and feature engineering. There are many things you can gain after joining the class.

Highlights:

• Gain a fundamental knowledge of the ideas behind machine learning tasks including classification, regression, clustering, and reinforcement learning.
• Understand and apply models such as linear models, kernel machines, neural networks, and graphical models.
• Learn how to implement and manage machine learning projects, including training, validation, parameter optimization, and feature engineering.
• Receive advice and support from a team of expert educators who will aid you in better understanding the topics through hands-on projects and activities.
• Various video lectures, quizzes, and effective learning resources are included to assist you in better comprehending the themes.
  

Duration: Self-paced
Digitaldefynd Rating: 4.5 out of 5

Link to enroll: https://www.edx.org/course/machine-learning-with-python-from-linear-models-to