BCA in Artificial Learning & Machine Learning (AL-ML) at SONA DEVI UNIVERSITY - Course, Fees, Admission, Seats, Syllabus

Ghatsila ( Jharkhand )

Estd In: 2023

Last Updated on February 21, 2024 5:26 PM

Welcome to the Bachelor of Computer Applications (BCA) program in Artificial Learning & Machine Learning (AL ML) at SONA DEVI UNIVERSITY. This innovative course is designed to prepare students with the knowledge and skills needed to succeed in the evolving fields of artificial intelligence (AI) and machine learning (ML). Tailored for those about utilizing AI and ML to solve complex problems innovate and propel advancements across diverse industries. **Program Overview;** The BCA in AL ML is a three year undergraduate program that merges theoretical understanding with hands on practice. It encompasses a spectrum of subjects such as computer science basics, programming languages, data structures, algorithms, artificial intelligence, machine learning, deep learning, neural networks and their practical applications. **Tuition Fees;** The tuition fees for the BCA in AL ML at SONA DEVI UNIVERSITY are competitively priced to ensure accessibility, for a range of students. While specific fees may undergo variations annually prospective students can anticipate a fee structure that mirrors the universitys dedication to delivering top notch education at an affordable rate. For the up to date fee information we recommend that interested applicants reach out directly to our admissions office. **Facilities for BCA in AL ML Students;** Students enrolled in the BCA in AL ML program have access to cutting edge facilities, which include; computer labs equipped with the latest software and hardware to support AI and ML development. A specialized AI research center that promotes innovation and collaboration on AI projects. Utilization of cloud computing resources for working on large scale AI models. Extensive digital library with access to research, journals and publications in AI and ML. Spaces for collaborative team projects and peer to peer learning. **Placements;** SONA DEVI UNIVERSITY boasts ties with the industry and a dedicated placement cell that assists students in preparing for their careers. The BCA in AL ML program has a track record of placements with graduates securing roles in prominent tech companies, innovative startups and research institutions. Our placement services include; Guidance on career counseling to help students discover their strengths and interests. Workshops on crafting resumes preparing for interviews and developing skills. Conducting recruitment events on campus and job fairs featuring top employers from the tech sector. Providing internship opportunities, for gaining experience and building professional networks.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

SONA DEVI UNIVERSITY BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course Duration	Course Level	Course Fee	Mode of Study	Institute Type
3 Years	Undergraduate	Varies	Online/Offline	University

SONA DEVI UNIVERSITY BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Subjects	Projects	Exams
1	Subject 1, Subject 2	Project 1	Midterm, Final
2	Subject 3, Subject 4	Project 2	Midterm, Final
3	Subject 5, Subject 6	Project 3	Midterm, Final
4	Subject 7, Subject 8	Project 4	Midterm, Final
5	Subject 9, Subject 10	Project 5	Midterm, Final
6	Subject 11, Subject 12	Project 6	Midterm, Final
7	Subject 13, Subject 14	Project 7	Midterm, Final
8	Subject 15, Subject 16	Project 8	Midterm, Final

This table structure includes columns for the semester, subjects covered in that semester, projects assigned, and exams. You'll need to replace the placeholders (Subject 1, Project 1, etc.) with the actual subjects, projects, and exams for each semester at SONA DEVI UNIVERSITY or any other institution's syllabus you're interested in.

SONA DEVI UNIVERSITY BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to AL & ML	History of AI, Basics of Machine Learning, Difference between AI, ML, and Deep Learning
Python for AL & ML	Data Types, Control Structures, Functions, Libraries like NumPy, Pandas, Matplotlib
Data Preprocessing	Handling Missing Values, Data Normalization, Data Standardization, Encoding Categorical Data
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	Perceptrons, Multi-layer Perceptrons, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language Processing	Tokenization, Stemming, Lemmatization, Word Embeddings, Sequence Models
Reinforcement Learning	Markov Decision Processes, Q-learning, Policy Gradient Methods
Current Trends and Research in AL & ML	Generative Adversarial Networks, Autoencoders, Transfer Learning, Explainable AI

SONA DEVI UNIVERSITY BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) course at SONA DEVI UNIVERSITY?

The BCA in Artificial Learning & Machine Learning (AL-ML) course at SONA DEVI UNIVERSITY is a 3-year undergraduate program.

What are the eligibility criteria for enrolling in the BCA AL-ML course at SONA DEVI UNIVERSITY?

To enroll in the BCA AL-ML course at SONA DEVI UNIVERSITY, candidates must have completed their 10+2 or equivalent examination with Mathematics as a subject and secured a minimum aggregate score as specified by the university.

What is the admission process for the BCA AL-ML course at SONA DEVI UNIVERSITY?

The admission process for the BCA AL-ML course at SONA DEVI UNIVERSITY typically involves submission of the application form, followed by a counseling session. Some candidates may also need to appear for an entrance examination, depending on the university's admission criteria.

What kind of career opportunities can I expect after completing the BCA in AL-ML from SONA DEVI UNIVERSITY?

After completing the BCA in AL-ML from SONA DEVI UNIVERSITY, graduates can expect career opportunities such as Machine Learning Engineer, Data Scientist, Artificial Intelligence Specialist, Research Analyst, and Software Developer in various industries including technology, finance, healthcare, and e-commerce.

Does SONA DEVI UNIVERSITY provide placement assistance for BCA AL-ML graduates?

Yes, SONA DEVI UNIVERSITY provides placement assistance for BCA AL-ML graduates. The university has a dedicated placement cell that organizes campus recruitment drives, workshops, and training sessions to help students prepare for their careers and secure employment with leading companies.

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