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Python for Machine Learning and AI
This course is part of multiple programs. Learn more.
Course Cost
₹ 26,190
Intermediate
Skill Level
6 Weeks
Self-paced lessons
This comprehensive course focuses on practical machine learning and AI implementation using Python. Students learn to build and train decision tree models, explore random forests, and develop sophisticated machine learning solutions. The curriculum covers model training, bias detection, and optimization techniques to prevent underfitting and overfitting. Through real-world case studies and sample datasets, students gain hands-on experience in developing efficient machine learning models for complex decision-making processes.
26,785 Enrolled
English
What you'll learn
Develop advanced machine learning models using Python
Master decision trees and random forest implementations
Train and optimize models for complex problem-solving
Identify and mitigate bias in machine learning systems
Prepare for advanced data science career opportunities
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
This advanced course explores machine learning and artificial intelligence implementation using Python. Students learn to develop sophisticated decision-making models starting with decision trees and progressing to random forests and more complex algorithms. The curriculum emphasizes practical applications using real-world datasets, covering model training, bias detection, and optimization techniques. Students gain hands-on experience in building and evaluating machine learning models while learning to avoid common pitfalls like underfitting and overfitting.
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Python for Data Science and Machine Learning, Data Science and Machine Learning
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.