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Nirwan University BCA in Artificial Learning & Machine Learning (AL-ML)

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

location Jaipur ( Rajasthan )
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BCA in Artificial Learning & Machine Learning (AL-ML) at Nirwan University - Course, Fees, Admission, Seats, Syllabus
location
Jaipur ( Rajasthan )
Last Updated on February 15, 2024 4:26 PM
Nirwan University presents a program for students who are interested in the cutting edge fields of Artificial Learning and Machine Learning (AL ML). The Bachelor of Computer Applications (BCA) in Artificial Learning & Machine Learning at Nirwan University is designed to provide students with a foundation in both theoretical knowledge and practical skills required to excel in these dynamic areas. This undergraduate course spans three years. Focuses on developing a deep understanding of algorithms, data processing and computational theories all of which play a vital role in creating advanced AI and ML systems. What makes this program particularly appealing is its student approach that combines theoretical learning with hands on projects and workshops. By doing students not only grasp the core concepts but also gain the ability to apply them effectively in real world scenarios. Additionally the fees for the BCA program in Artificial Learning & Machine Learning at Nirwan University are competitive ensuring accessibility for a range of enthusiastic students looking to pursue a career in this innovative field. For those to explore the realm of AI and ML the BCA program in Artificial Learning & Machine Learning, at Nirwan University offers an all encompassing and captivating pathway.With a skilled faculty, cutting edge facilities and a curriculum that is both challenging and applicable students are equipped to effectively respond to the industrys requirements upon completing their studies.
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Nirwan University BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course DurationCourse LevelCourse Tuition FeesMode of StudyInstitute Type
3 YearsUndergraduateVaries by RegionFull-timePrivate

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

When designing a curriculum for a Bachelor of Computer Applications (BCA) program that focuses on Artificial Learning (AL) and Machine Learning (ML) it is important to cover aspects of computer science, mathematics and statistics. Additionally specialized courses in intelligence, machine learning and related areas should be included. Here is a structured approach to what such a program might encompass taking into consideration the advancements in these fields; 1. Foundational Courses; Introduction to Programming; This course will cover the basics of programming using Python, Java or C++. Python will be emphasized due to its use in AL and ML. Data Structures and Algorithms; Students will gain an understanding of how to organize data effectively and solve problems efficiently. Mathematics for Computer Science; Linear algebra, calculus and discrete mathematics are essential foundations for AL and ML. Statistics and Probability; This course is crucial for comprehending data distributions, hypothesis testing and the statistical principles, behind ML algorithms. 2. Core AL and ML Courses; [Additional courses can be listed here] **Introduction to Artificial Intelligence**; This section provides an overview of the principles, historical background and practical applications of AI. **Foundations of Machine Learning**; Here we delve into the essential concepts of supervised, unsupervised and reinforcement learning. We also explore algorithms such as linear regression, logistic regression, decision trees and neural networks. **Exploring Deep Learning**; This section focuses on the intricacies of networks, including backpropagation. We also delve into architectures like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). **Unraveling Natural Language Processing (NLP)**; In this segment we dive into techniques, for processing and understanding language. Topics covered include tokenization, sentiment analysis and machine translation. **Understanding Computer Vision**; Here we explore how machines can be trained to interpret and comprehend the world. Topics; In this advanced course we delve into the exciting field of reinforcement learning, where agents are trained to make intelligent decisions. Another fascinating topic we explore is Generative Adversarial Networks (GANs) which allows us to generate unique data instances. Lastly we dive into the realm of Explainable AI (XAI) where we uncover methods to understand and interpret the decision making process of AI systems.

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

Nirwan University BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics

SemesterImportant Topics
1st SemesterIntroduction to Programming, Basics of Artificial Intelligence
2nd SemesterData Structures, Introduction to Machine Learning
3rd SemesterAlgorithms, Probability and Statistics for AI and ML
4th SemesterDeep Learning, Natural Language Processing
5th SemesterComputer Vision, Reinforcement Learning
6th SemesterCapstone Project in AI and ML, Ethical Issues in AI

Nirwan University BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) program at Nirwan University?
The BCA in Artificial Learning & Machine Learning (AL-ML) program at Nirwan University is a 3-year undergraduate course.
What is the eligibility criteria for enrolling in the BCA in AL-ML program at Nirwan University?
The eligibility criteria for the BCA in AL-ML program at Nirwan University require candidates to have completed 10+2 or equivalent examination from a recognized board with Mathematics as one of the subjects.
What are the course fees for the BCA in AL-ML program at Nirwan University?
The course fees for the BCA in AL-ML program at Nirwan University are approximately INR 1,20,000 per annum. However, it is advisable to check the official university website or contact the admissions office for the most current fee structure.
What is the syllabus for the BCA in AL-ML program at Nirwan University?
The syllabus for the BCA in AL-ML program at Nirwan University covers subjects such as Programming Languages, Data Structures, Machine Learning, Deep Learning, Artificial Intelligence, Algorithms, Statistics, and various projects and electives related to the field.
What entrance exams are accepted for admission into the BCA in AL-ML program at Nirwan University?
Nirwan University typically does not mandate entrance exams for admission into the BCA in AL-ML program. Admissions are usually based on the merit of the 10+2 examination. However, candidates are encouraged to check the latest admission criteria on the university's official website or contact the admissions office directly.

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