ML with Python: from Linear Models to Deep Learning.

• Machine Learning Principles: Acquire a comprehensive comprehension of machine learning challenges, including clustering, regression, classification, and reinforcement learning.
• Machine Learning Models: Learn to implement and analyze machine learning models, including linear models, kernel machines, neural networks, and graphical models.
• Model Selection for Applications: Comprehend the process of selecting the appropriate model for various machine-learning tasks.
• Machine Learning Project Management: Acquire proficiency in the management of machine learning projects, which encompasses parameter optimization, feature engineering, training, and validation.

Level: Advanced

Certification Degree: Yes

Languages the Course is Available: 1

Offered by: On edX provided by MITx

Duration: 10�14 hours per week approx 15 weeks

Schedule: Instructor-paced