BCA in Artificial Learning & Machine Learning (AL-ML) at NCPE Noida - Course, Fees, Admission, Seats, Syllabus

Noida ( Uttar Pradesh )

Estd In: 1999

Last Updated on February 20, 2024 6:27 PM

Noida College of Physical Education stands at the forefront of technology focused education offering a BCA program in Artificial Learning & Machine Learning (AL ML). This course is specifically designed to equip students with the skills required in the rapidly evolving tech industry. The program provides an understanding of artificial intelligence (AI) and machine learning (ML) covering essential topics such as programming, data analytics, neural networks and algorithmic processes. The curriculum is thoughtfully structured to combine knowledge with practical application ensuring students gain hands on experience through engaging projects, workshops and internships with leading tech companies. Situated in the city of Noida our college boasts cutting edge facilities, experienced faculty members and a strong alumni network. It serves as a choice for aspiring tech professionals who aim to kick start their career or progress further in the field of AI and ML. Join us at Noida College of Physical Educations BCA program, in Artificial Learning & Machine Learning to thrive in an supportive environment while achieving your goals.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

NCPE Noida BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course Duration	Course Level	Course Tuition Fees	Mode of Study	Institute Type
3 Years	Undergraduate	Varies	Full Time	Private

NCPE Noida BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Subjects
Semester 1	Introduction to Programming, Mathematics for Computer Science, Introduction to Artificial Learning & Machine Learning, English Communication Skills
Semester 2	Data Structures and Algorithms, Database Management Systems, Object-Oriented Programming, Statistics for AL-ML
Semester 3	Operating Systems, Computer Networks, Introduction to Data Science, Linear Algebra for AL-ML
Semester 4	Software Engineering, Web Technologies, Machine Learning Fundamentals, Elective I (Deep Learning/ AI & Ethics/ Other)
Semester 5	Advanced Machine Learning, Natural Language Processing, Cloud Computing for AL-ML, Elective II (Robotics/ Computer Vision/ Other)
Semester 6	Project Work, Industry Internship, Elective III (Big Data Analytics/ IoT in AL-ML/ Other)

Please note, the above table is a generic representation and should be updated with the actual course syllabus provided by the Noida College of Physical Education or any specific institution. Always refer to the official college or university website or contact the institution directly for the most accurate and current syllabus.

NCPE Noida BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Important Topics
Introduction to AI & ML	History of AI, Foundations of Machine Learning, AI vs ML vs Deep Learning
Python for AI & ML	Python Basics, Libraries for AI & ML (NumPy, Pandas, Matplotlib), Object-Oriented Programming
Data Preprocessing	Data Cleaning, Data Transformation, Handling Missing Values, Feature Scaling
Supervised Learning	Linear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised Learning	K-Means Clustering, Hierarchical Clustering, Principal Component Analysis
Neural Networks and Deep Learning	Introduction to Neural Networks, Deep Learning Frameworks, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language Processing	Text Preprocessing, Word Embeddings, Sentiment Analysis, Language Models
Reinforcement Learning	Markov Decision Processes, Q-Learning, Policy Gradient Methods
AI & ML Project	Project Planning, Dataset Collection, Model Building, Evaluation and Deployment

NCPE Noida BCA Course FAQs

What is the BCA in Artificial Learning & Machine Learning (AL-ML) at Noida College of Physical Education?

The BCA in Artificial Learning & Machine Learning (AL-ML) at Noida College of Physical Education is an undergraduate program designed to provide students with a strong foundation in computer applications, with a special focus on artificial intelligence and machine learning technologies.

What are the eligibility criteria for enrolling in the BCA in AL-ML program at Noida College of Physical Education?

The eligibility criteria for the BCA in AL-ML program at Noida College of Physical Education typically include completion of 10+2 or equivalent examination from a recognized board, with Mathematics and English as compulsory subjects. However, specific criteria may vary, so it's recommended to check the official college website or contact the admissions office for the most accurate information.

How can I apply for the BCA in AL-ML program at Noida College of Physical Education?

To apply for the BCA in AL-ML program at Noida College of Physical Education, candidates usually need to fill out an application form available on the college's official website. The application process may also involve submitting required documents, paying an application fee, and possibly appearing for an entrance examination or interview.

What is the duration of the BCA in AL-ML program at Noida College of Physical Education?

The BCA in Artificial Learning & Machine Learning (AL-ML) program at Noida College of Physical Education is typically a 3-year undergraduate course, divided into six semesters.

What career opportunities are available after completing the BCA in AL-ML from Noida College of Physical Education?

After completing the BCA in AL-ML from Noida College of Physical Education, graduates can pursue various career opportunities in the IT and software industry, such as software developer, machine learning engineer, data analyst, AI specialist, and more. Additionally, graduates may also opt for higher studies in relevant fields.

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