Post Graduate Programme in Machine Learning Syllabus - International Centre for Advance Studies and Research (ICASR)

  • Years 0 Years
  • Type Course Post Graduate
  • stream Computer Science and IT
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Written By universitykart team | Last updated date Jul, 07, 2024

The Post Graduate Programme in Machine Learning syllabus at International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram is designed to provide overall knowledge to the students with a strong foundation. Post Graduate Programme in Machine Learning faculty at International Center For Advance Studies And Research (ICASR)Gurgaon specially focus on in-depth learning to relevant subjects. At first semester syllabus of Post Graduate Programme in Machine Learning at International Center For Advance Studies And Research (ICASR)Gurgaon, students learn the basics of programme. A strong foundation is very important for comprehensive learning. Post Graduate Programme in Machine Learning syllabus at International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram maintains a balance between theoretical knowledge and practical knowledge.

Post Graduate Programme in Machine Learning first year students at International Center For Advance Studies And Research (ICASR)Gurgaon are introduced with core subjects. Then they are encouraged to explore other area for a broader perspective. International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram also provides practical training sessions, workshops, projects, and case studies to enhance student skills. Post Graduate Programme in Machine Learning syllabus at International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram is also frequently updated to give industry relevant training and knowledge to students. International Center For Advance Studies And Research (ICASR)Gurgaon strives to provide a nurturing environment where students can learn new skills. The hands-on training sessions at International Center For Advance Studies And Research (ICASR)Gurgaon enable Post Graduate Programme in Machine Learning students to apply knowledge and skills in a controlled environment and get required experience.

According to syllabus of Post Graduate Programme in Machine Learning progress, students learn advanced topics and complex concepts. The Post Graduate Programme in Machine Learning curriculum at International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram mainly focuses on analytical and critical thinking. As the Post Graduate Programme in Machine Learning course unfolds, students develop several important skills that increases their employability. As per syllabus of Post Graduate Programme in Machine Learning at International Center For Advance Studies And Research (ICASR)Gurgaon also includes real-life projects and internship programs. It helps students critical thinking and gives them real-world experience.

Post Graduate Programme in Machine Learning curriculum at International Center For Advance Studies And Research (ICASR)Gurgaon includes group discussions, guest lectures, case studies, and skill development workshops to enhance the learning experience. The Post Graduate Programme in Machine Learning syllabus at International Center For Advance Studies And Research (ICASR)Gurgaon aims to create well-rounded professionals equipped with the necessary skills and knowledge to succeed in their chosen fields.

Additional curriculum at International Center For Advance Studies And Research (ICASR)Gurgaon

  1. Workshops and Seminars - Regular sessions with industry experts help Post Graduate Programme in Machine Learning students at International Center For Advance Studies And Research (ICASR)Gurgaon to stay updated with current trends.
  2. Group Projects - Collaborative projects according to International Center For Advance Studies And Research (ICASR)Gurgaon syllabus develop teamwork and problem-solving skills.
  3. Case Studies - Post Graduate Programme in Machine Learning syllabus offers analysis of real-world scenarios to apply theoretical knowledge.
  4. Extracurricular Activities - International Center For Advance Studies And Research (ICASR)Gurgaon offers several activities like sports, clubs, societies, etc. to encourage overall development.

Note: Given below syllabus is based on the available web sources. Please verify with the International Center For Advance Studies And Research (ICASR)Gurgaon, Gurugram for latest Post Graduate Programme in Machine Learning curriculum.

Syllabus of PGP in Machine Learning

The Post Graduate Programme in Machine Learning typically covers a comprehensive syllabus that includes core concepts in machine learning, deep learning, and artificial intelligence. Students study topics such as supervised and unsupervised learning, neural networks, natural language processing, computer vision, reinforcement learning, data preprocessing, feature engineering, model evaluation, and deployment. Additionally, the curriculum often includes practical hands-on projects, real-world applications, and exposure to popular machine learning tools and libraries. Ethical considerations, model interpretability, and emerging trends in the field are also addressed. The program aims to equip students with the knowledge and skills needed to excel in the rapidly evolving field of machine learning.

S.NoSubjects
1Statistics and Exploratory Data Analytics                                                            
2Machine Learning
3Natural Language Processing
4Reinforcement Learning
5Capstone
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