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

Faridabad ( Haryana )

Estd In: 1995

Last Updated on February 20, 2024 4:44 PM

As of my update in April 2023 obtaining specific details regarding the BCA program specialized in Artificial Learning & Machine Learning (AL ML) offered by the Institute of Management & Technology (IMT) may not be widely accessible or subject to potential changes. However generally a BCA program with a focus on AL and ML from a reputable institution like IMT typically aims to provide students with both foundational and advanced knowledge in the fields of artificial intelligence (AI) and machine learning (ML). This comprehensive curriculum would cover aspects such as programming languages, data structures, algorithms, computational mathematics, as well as specialized courses specifically tailored for AI and ML. The primary objective is to equip students with problem solving and analytical skills for designing intelligent systems while keeping up with the ever evolving demands of the tech industry. Considering the technological advancements and growing reliance on AI and ML across multiple industries graduates holding a BCA degree specializing in AL ML would enjoy favorable prospects, within the job market. They would have opportunities to pursue career paths in software development, data analysis, AI research, machine learning engineering and other related fields. Institutions such as IMT renowned for their emphasis on education in management and technology are likely to offer students not the necessary technical skills but also the managerial expertise required to lead projects and drive innovation in the technology industry. Moreover these programs often incorporate learning opportunities like projects, internships and collaborations, with industry partners. This ensures that students gain hands on experience and are well equipped to tackle real world challenges once they graduate.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

IMT Faridabad BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course Duration	3 Years
Course Level	Undergraduate
Course Tuition Fees	$10,000 per year
Mode of Study	Full-time
Institute Type	Private

IMT Faridabad BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Year	Semester	Course Title	Credits
1	1	Introduction to Programming	4
1	1	Mathematics for Computer Science	4
1	2	Data Structures and Algorithms	4
1	2	Principles of Artificial Intelligence	4
2	1	Machine Learning Fundamentals	4
2	1	Database Management Systems	4
2	2	Deep Learning	4
2	2	Statistics for Data Science	4
3	1	Natural Language Processing	4
3	1	Computer Vision	4
3	2	Capstone Project	6
3	2	Electives (Blockchain, Robotics, etc.)	4

This table is a simplified example and does not represent the full depth or breadth of courses that might be offered in a BCA program focused on Artificial Learning and Machine Learning. For detailed and specific syllabus information, please consult the official website or academic office of the Institute of Management & Technology.

IMT Faridabad BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Given the dynamic nature of curriculum and specific course offerings by different institutions, the details provided below are based on a general understanding of a BCA in Artificial Learning & Machine Learning (AL-ML) specialization. Please note that the actual syllabus may vary depending on the specific institution (in this case, the Institute of Management & Technology or a similar institution). This outline includes core topics that are commonly found in such programs.

Core Topics	Description
Introduction to Programming	Basics of programming languages like Python or R, essential for ML algorithms.
Mathematics for Machine Learning	Linear algebra, calculus, and statistics fundamentals applied in ML.
Data Structures and Algorithms	Understanding of data organization, manipulation, and algorithm efficiency.
Database Management Systems	Insights into SQL/NoSQL databases for managing large datasets.
Artificial Intelligence Fundamentals	Overview of AI principles, history, and its applications in various domains.
Machine Learning Algorithms	Detailed study of supervised, unsupervised, and reinforcement learning algorithms.
Deep Learning	Exploration of neural networks, CNNs, RNNs, and their applications.
Natural Language Processing	Techniques for processing and analyzing human language data.
Computer Vision	Methods for acquiring, processing, analyzing, and understanding digital images.
Big Data Analytics	Techniques and tools for analyzing large and complex data sets.
Cloud Computing for ML	Use of cloud platforms for deploying and scaling ML models.
ML Project Management	Approaches to planning, executing, and managing ML projects.
Ethics in AI and ML	Discussion on ethical considerations and societal impacts of AI and ML.

This table provides a concise overview of the important topics typically covered in a BCA program specializing in Artificial Learning and Machine Learning. Keep in mind that the depth and breadth of coverage for each topic can vary, and additional subjects may be included to reflect emerging trends and technologies in the field.

IMT Faridabad BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) at the Institute of Management & Technology?

The BCA in Artificial Learning & Machine Learning (AL-ML) at the Institute of Management & Technology is a 3-year undergraduate program.

What is the eligibility criteria for enrolling in the BCA in AL-ML program?

The eligibility criteria for the BCA in AL-ML program require candidates to have completed their 10+2 or equivalent examination from a recognized board with Mathematics as a subject.

What are the entrance exams accepted for admission into the BCA in AL-ML program?

Admission into the BCA in AL-ML program is based on the institute's own entrance examination. However, some cases may consider national or state-level entrance exam scores as per the institute's admission policy.

How much is the course fee for the BCA in AL-ML program?

The course fee for the BCA in Artificial Learning & Machine Learning (AL-ML) program varies depending on the institute's policies and other factors. It is advisable to contact the institute directly for the most accurate and up-to-date fee structure.

What does the syllabus for the BCA in AL-ML program include?

The syllabus for the BCA in AL-ML program typically includes subjects like Programming Languages, Data Structures, Machine Learning, Artificial Intelligence, Deep Learning, Algorithms, Database Management Systems, and Statistics, among others. The exact syllabus can vary from institute to institute.

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