BCA in Artificial Learning & Machine Learning (AL-ML) at ICFAI University Nagaland - Course, Fees, Admission, Seats, Syllabus

Dimapur ( Nagaland )

Estd In: 1984

Last Updated on February 20, 2024 6:26 PM

The Bachelor of Computer Applications (BCA) program at ICFAI University Nagaland offers an opportunity for students to gain expertise in Artificial Learning & Machine Learning (AL ML). This innovative three year undergraduate course covers a range of subjects, including data structures, algorithms, statistical methods, deep learning and neural networks. The curriculum is designed to combine knowledge with practical skills to ensure that students are well prepared for the industry upon graduation. ICFAI University Nagaland has made this program financially accessible by setting fees. The university also provides placement opportunities through its strong connections with leading companies in the tech industry. Graduates of the BCA in AL ML program can expect promising career prospects as data scientists, machine learning engineers, AI research scientists and across various sectors like technology, healthcare and finance. With its focus on providing an education in AI and ML while emphasizing career development ICFAI University Nagaland is an excellent choice for aspiring professionals, in this field.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

ICFAI University Nagaland 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	Information not available	Full Time	Private

ICFAI University Nagaland BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

As of my update in April 2023 I do not have access to the exact details of the syllabus for the BCA program in Artificial Learning & Machine Learning (AL ML) offered by ICFAI University, Nagaland. Syllabi can vary significantly across institutions and may change over time as universities adapt their courses to reflect new advancements in the field and industry requirements. However I can provide you with an overview of the topics typically covered in a BCA program that focuses on Artificial Intelligence (AI) and Machine Learning (ML). This should give you an understanding of the subjects you are likely to study. However for the accurate and up, to date information it would be best to directly consult the university or refer to their official website. **Introduction to Programming**; This course provides a foundation in programming languages such as Python, which are widely used in the fields of AI and machine learning (ML). **Mathematics for Computer Science**; This course covers mathematical concepts for AI and ML including linear algebra, calculus and statistics. **Computer Fundamentals and Office Automation**; Gain an understanding of the basics of computers including hardware, software and productivity tools. **Principles of Artificial Intelligence**; Explore an overview of AI, its development, applications in various fields and ethical considerations. **Data Structures**; Learn about data structures like arrays linked lists, stacks, queues, trees and graphs. These structures are crucial for algorithm design, in AI/ML. Processing and analyzing language is crucial for various applications, such, as chatbots and translators. Additionally computer vision focuses on enabling computers to comprehend images or videos at a higher level. Another important area is data analytics, which involves techniques for systematically analyzing large volumes of data.

ICFAI University Nagaland BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to AL & ML	Basics of Artificial Learning, Machine Learning, and their applications
Python for Machine Learning	Python programming fundamentals, libraries for ML (NumPy, Pandas, Matplotlib, Scikit-learn)
Statistics for Machine Learning	Descriptive statistics, Inferential statistics, Probability distributions, Hypothesis testing
Data Preprocessing	Data cleaning, Data transformation, Feature selection, Dimensionality reduction
Supervised Learning	Linear regression, Logistic regression, Decision trees, Support Vector Machines, Neural networks
Unsupervised Learning	K-means clustering, Hierarchical clustering, Principal Component Analysis
Deep Learning	Introduction to deep learning, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language Processing	Text preprocessing, Word embeddings, Sentiment analysis, Language models
Reinforcement Learning	Introduction to reinforcement learning, Markov decision processes, Q-learning, Policy gradients
Projects and Case Studies	Real-world projects and case studies to apply AL & ML concepts

ICFAI University Nagaland BCA Course FAQs

What are the eligibility criteria for enrolling in the BCA in Artificial Learning & Machine Learning (AL-ML) at ICFAI University Nagaland?

The eligibility criteria for enrolling in the BCA in AL-ML at ICFAI University Nagaland require candidates to have completed their 10+2 or equivalent examination in any stream from a recognized board with a minimum aggregate score of 50%. Candidates with a background in mathematics or computer science will have an added advantage.

What is the fee structure for the BCA in Artificial Learning & Machine Learning (AL-ML) program at ICFAI University Nagaland?

The fee structure for the BCA in AL-ML program at ICFAI University Nagaland is approximately INR 1,20,000 per annum. This fee covers tuition, lab, and library charges but excludes accommodation and other personal expenses. Candidates are advised to check the official university website or contact the admissions office for the most current fee details.

How is the selection process conducted for the BCA in AL-ML program at ICFAI University Nagaland?

The selection process for the BCA in AL-ML program at ICFAI University Nagaland typically involves a review of the candidate's academic records followed by a personal interview. The university may also consider the scores of national or state-level entrance exams. The final selection is based on the candidate's performance in these assessments, along with their past academic achievements.

Is there a cut-off mark for applying to the BCA in AL-ML program at ICFAI University Nagaland?

While ICFAI University Nagaland does not explicitly specify a cut-off mark for applying to the BCA in AL-ML program, candidates are expected to have a strong academic record, particularly in mathematics and computer science subjects. The selection process is competitive, and meeting the minimum eligibility criteria does not guarantee admission.

What are the placement opportunities for graduates of the BCA in AL-ML program at ICFAI University Nagaland?

Graduates of the BCA in AL-ML program at ICFAI University Nagaland have various placement opportunities in sectors such as IT, banking, healthcare, e-commerce, and more. The university's placement cell actively works to facilitate interactions between students and industry through internships, workshops, and campus placements. Top recruiters include leading tech companies and startups looking for professionals skilled in artificial intelligence and machine learning.

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